[0001] This invention generally relates to a method of and means for adaptively canceling
feedback in an auditory prosthesis and, in an alternative embodiment, to a method
and means for both filtering unwanted background noise and canceling feedback.
[0002] Most people are familiar with the screeching noises, generally high pitched, caused
by acoustic feedback in public address systems. This feedback noise results when sound
from the speaker of the public address system "feeds back" to the microphone and is
further amplified resulting in an uncontrolled signal reinforcing feedback loop.
[0003] This same problem is familiar to the users of auditory prostheses, particularly hearing
aids, as well. In hearing aids, sound from the speaker, receiver in hearing aid parlance,
of the hearing aid sometimes finds its way back to microphone of the hearing aid either
through the air, through the hearing aid housing or through the tissues, bone or cartilage
of the user's ear or head. The screeching noise caused by such acoustic feedback in
a hearing aid is a major irritation to the hearing aid user and can even be irritating
to persons in their vicinity.
[0004] Conventionally, the user of a hearing aid controls unwanted acoustic feedback by
reducing the gain on the amplifier in the hearing aid. This solution, however, is
obviously counterproductive to the purpose of the hearing aid to amplify sound in
the user's environment. Moreover, manual adjustment of the volume of a small hearing
aid is sometimes difficult and inconvenient.
[0005] At least one proposed solution to this problem is set forth in U.S. Patent No. 4,783,818,
Graupe et al. The Graupe et al '818 patent discloses a system which has a filtering
circuit in front of the hearing aid amplifier which attempts to cancel feedback and
prevent it from being reamplified. This system includes a filter adaption mode in
which the amplifier of the hearing aid is switched out of the circuit and a random
noise generator is energized to drive the receiver (speaker). The feedback cancellation
filter is simultaneously activated in an adapting mode in order to adapt to cancel
any feedback received by the hearing aid microphone from the receiver. The amplifier
of the hearing aid is switched back into the circuit once the adaption of the filter
is complete and the filter is returned to its filtering mode. The hearing aid is thus
configured to provide cancellation of feedback as may be generated from amplifying
sounds in the user's environment.
[0006] The filter adaption mode disclosed in the Graupe et al '818 patent is activated in
response to system turn-on, or to other changes in the dynamics of the amplification
system which indicate acoustic feedback. Initial system turn-on, which normally occurs
in conjunction with the placement of the hearing aid in the user's ear, permits the
system to adapt itself to the initial acoustic conditions of the fitting. Subsequently,
changes in the dynamics of acoustic feedback can also trigger the adaption mode if
certain predetermined criteria are met whereby the system can dynamically adapt to
cancel feedback during the time the hearing aid is in use.
[0007] While the system disclosed in the Graupe et a '818 patent does provide some manner
of adjustment to changing feedback conditions, the hearing aid is not operative to
amplify sound while such adjustments are made. Consequently, the adaption mode interrupts
the continuous listening by the user of the hearing aid. Moreover, the circuits which
detect the need to readjust the system are limited to detecting a finite set of the
possible conditions which may give rise to uncontrolled feedback amplification, thus
rendering the system potentially insensitive to certain feedback conditions. Moreover,
the circuits required to detect changing feedback conditions make the system relatively
complex and expensive.
[0008] Another problem familiar to hearing aid users is the unwanted amplification of background
noise which can partially mask the signal of interest to the user, which is typically
speech. Various solutions to this problem have been proposed. In particular, U.S.
Patent No. 4,025,721, Graupe et al, (and U.S. Patent No. 4,185,168, Graupe et al,
a continuation-in-part of the '721 Graupe patent) discloses a system for filtering
unwanted background noise from the input to the hearing aid amplifier wherein the
input filter is designed to continuously adapt to the prevailing background noise
in the user's environment. This system, however, may produce an unwanted and annoying
"pumping" sound heard by the user. The cause of this "pumping" sound and the other
problems with the system disclosed in the Graupe et al '721 patent are explained in
the referenced co-pending application.
Summary of the Invention
[0009] As set forth below, the present invention provides an apparatus for user-controlled
feedback cancellation which provides effective feedback cancellation and a method
for doing same. The auditory prosthesis of the present invention allows adaption for
effective feedback cancellation while not interrupting the normal amplification mode
of auditory prothesis. Further, the auditory prosthesis of the present invention is
flexible to be adaptable to whatever feedback situation which the user recognizes.
By allowing the user of the auditory prosthesis the ability to control the adaptability
of the prosthesis, a much greater degree of intelligibility is provided to the adaption
process. Only the user knows what is considered to be feedback or noise at a particular
time. Further, what is considered feedback, or noise, at one time, may be desirable
acoustic components in environment at another time. Also, the present invention sets
forth, in another embodiment, an apparatus for combined feedback cancellation and
background noise filtering and a method for doing same.
[0010] The present invention provides an auditory prosthesis adapted to be used by a person
in an auditory environment having an original input component and having a feedback
component originating from the auditory prosthesis. An input transducer produces an
electrical input signal from the auditory environment. A signal processor processes
the electrical input signal to produce a processed signal. A receiver receives the
processed signal and converts the processed signal into an acoustic output signal.
An input filter having an adaptive filter is coupled to the signal processor to cancel
the feedback component from the electrical input signal using selectively adaptable
filtering characteristics. A user controlled means coupled to the adaptive filter
selectively causes the adaptive filter to adjust the adaptable filtering characteristics
based upon the electrical input signal and the processed signal in response to the
user.
[0011] In a preferred embodiment, the adaptive filter includes means for rapidly adapting
the filtering characteristics at a first rate to provide for fast convergence until
the filtering characteristics are nearly converged and then at one or more progressively
slower rates to provide more accurate convergence until the characteristics are converged.
[0012] In another embodiment, the present invention provides an auditory prosthesis adapted
to be used by person in an auditory environment having an original input component
and having a feedback component originating from the auditory prosthesis. An input
transducer produces an electrical input signal from the auditory environment. A signal
processor for processing the electrical input signal to produce a processed signal.
A receiver receives the processed signal and converts the processed signal into an
acoustic output signal. An input filter having an adaptive filter coupled to the signal
processor cancels the feedback component from the electrical input signal using selectively
adaptable filtering characteristics. Probe means coupled between the signal processor
and the receiver and coupled to the adaptive filter selectively generates a predetermined
noise signal. A user controlled means is coupled to the adaptive filter and the probe
means for selectively causing the probe means to generate the predetermined noise
signal and causing the adaptive filter to adjust the adaptable filtering characteristics
based upon the electrical input signal and the processed signal in response to the
user.
[0013] In a preferred embodiment, the user operated control causes the probe generator to
add the predetermined noise signal at a level which results a component of the acoustic
output signal originating from the predetermined noise signal being inaudible to the
user of the auditory prosthesis but strong enough to provide that the input signal
contain a level of the feedback component sufficient for adaption of the filtering
characteristics.
[0014] In an alternative embodiment, the present invention provides an auditory prosthesis
adapted to be used by a person in an auditory environment having an original input
component and having a feedback component originating from the auditory prosthesis.
An input transducer produces an electrical input signal from the auditory environment
An input filter cancels the feedback component from the electrical input signal to
provide a filtered input signal, the filter operative to cancel the feedback component
in accordance with a reference signal and having selectively adaptable filtering characteristics.
A signal processor processes the filtered input signal to produce a processed signal.
A delay delays the processed signal to produce a delayed processed signal. A receiver
receives the processed signal and converts the processed signal into an acoustic output
signal. Reference signal means obtains the delayed amplified signal and uses it to
produce the reference signal. An adaptive filter coupled to the signal processor cancels
the feedback component from the electrical input signal, the adaptive filter having
selectively adaptable filtering characteristics. A user controlled means coupled to
adaptive filter selectively causes the adaptive filter to adjust the adaptable filtering
characteristics based upon the electrical input signal and the processed signal in
response to the user.
[0015] In another alternative embodiment, the present invention provides an auditory prosthesis
adapted to be used by person in an auditory environment having an original input component
and having a feedback component originating from the auditory prosthesis. An input
transducer produces an electrical input signal from the auditory environment. A filter
receives the input signal and cancels a selected feedback signal component from the
input signal in accordance with a feedback reference signal to produce a filtered
input signal. A signal processor processes the filtered input signal to produce a
processed signal. A first delay receives the processed signal and produces a delayed
processed signal. A probe generator generates a predetermined signal. A first summing
amplifier having programmable gain produces an output signal comprising a controlled
mix of the signals. A receiver connected to the output of the first summing amplifier
produces an output sound corresponding to the output signal. A second summing amplifier
produces a controlled mix of the signals. A second delay receives the output of the
second summing amplifier and produces the feedback reference signal. User controlled
means selectively generates a user actuated signal in response to the user. An adaptive
filter connected to the input filter and the first and second summing amplifiers controls
the adaption of the filtering characteristics of the filter, the adaptive filter including
an input for the user actuated signal, the adaptive filter responsive to the user
actuated signal for (i) causing the first summing amplifier to mix the predetermined
signal into the output signal so that the input signal contains a known feedback component
corresponding to the predetermined signal as introduced via the feedback path between
the output transducer and the microphone, (ii) causing the second summing amplifier
to mix the predetermined signal into its output so that the reference signal contains
a delayed component thereof, and (iii) causing the filtering characteristics of the
input filter to rapidly adapt in accordance with the known feedback component in the
input signal, the feedback reference signal and an error signal taken from the filtered
input signal so that the filtering characteristics are adapted to the characteristics
of the feedback path whereby the input filter is operative to cancel feedback in the
input signal.
[0016] In an alternative embodiment, the present invention provides an auditory prosthesis
including feedback cancellation and noise filtering apparatus. A microphone produces
an input signal. An input filter cancels a feedback component and an unwanted noise
from the input signal to provide a filtered input signal, the filter operative to
cancel the feedback component in accordance with a reference signal and having selectively
adaptable filtering characteristics. An amplifier amplifies the filtered input signal
to produce an processed signal. A delay delays the processed signal to produce a delayed
processed signal. An output transducer connected to the delay produces an output signal
corresponding to the delayed processed signal. Reference signal means obtains the
delayed processed signal and uses it to provide the reference signal. Adaptive filter
rapidly adapts the filtering characteristics of the filter in response to a signal
actuated by a user of the auditory prosthesis. The adaptive filter includes a probe
generator operative during the time of rapid adaption for adding a predetermined signal
to the delayed processed signal to cause the output transducer to produce an output
signal having a known component so that the known component travels through a feedback
path to the microphone to provide that the input signal contains a known feedback
component corresponding to the known component; means for obtaining from the probe
generator a feedback reference signal corresponding to the known component and an
unwanted noise reference signal from the input signal and adding them to the reference
signal whereby the reference signal contains components corresponding to the delayed
processed signal, the known component and an unwanted noise in the input signal; error
signal means for obtaining an error signal from the filtered input signal; and means
for controlling the adaption of the filtering characteristics in response to the reference
signal and the error signal to provide that the filter adapt to cancel the known feedback
component and to filter the unwanted noise in the input signal provided that the rapid
adaption is actuated at a time when the unwanted noise is predominant in the input
signal, whereby the filter is adapted to the characteristics of the feedback path
and the prevailing noise conditions in the user's environment at a time controlled
by the user.
[0017] In an alternative embodiment, the present invention provides, a method for cancelling
the feedback component. An electrical input signal is produced from the auditory environment
having the original input component and having the feedback component. The electrical
input signal is processed to produce a processed signal. A receiver receives the processed
signal and converts the processed signal into an acoustic output signal. The feedback
component is cancelled from the electrical input signal using an adaptive filter having
selectively adaptable filtering characteristics. The adaptive filter selectively adjusts
the adaptable filtering characteristics based upon the electrical input signal and
the processed signal in response to the user.
[0018] In an alternative embodiment, the present invention provides a method for cancelling
feedback and filtering an unwanted noise in the input signal of an auditory prosthesis.
An input filter is operated to cancel a feedback component from the input signal in
accordance with a reference signal to provide a filtered input signal for amplification
by the auditory prosthesis, the filter having adaptable characteristics. The filtered
input filter is amplified to provide an processed signal. The reference signal is
obtained from the processed signal and supplied to the input filter. The filtering
characteristics are rapidly adapted at a time controlled by the user of the system.
The rapid adaption introduces a predetermined signal into the output of the system
so that the predetermined signal travels through a feedback path to the input of the
auditory prosthesis to provide that the input signal contain a known feedback component
corresponding to the predetermined signal; adds to the reference signal during the
rapid adaption a signal containing a component corresponding to the predetermined
signal and a signal obtained from the input signal containing a component corresponding
to the unwanted noise so that the reference signal contains components from the processed
signal, the predetermined signal and the input signal during adaption of the filtering
characteristics; obtains an error signal to be used in adapting the filtering characteristics,
the error signal taken from the filtered input signal; and rapidly adapts the filtering
characteristics in accordance with the reference signal and the error signal to provide
that the filtering characteristics are adapted to cancel the known feedback component
and filter unwanted noise from the input signal in accordance with the characteristics
of the feedback path and the unwanted noise in the input signal at the time of adaption.
Brief Description of the Drawings
[0019] The foregoing advantages, construction and operation of the present invention will
become more readily apparent from the following description and accompanying drawings
in which:
Figure 1 is a perspective drawing of the auditory prosthesis of the present invention
mounted in a housing "behind the ear" of the user;
Figure 2 is a block diagram of an auditory prosthesis constructed according to the
present invention;
Figure 3 is a block diagram of an auditory prosthesis illustrating an alternative
embodiment of the present invention;
Figure 4 is a block diagram showing an auditory prosthesis having an alternative feedback
cancellation system of the present invention;
Figure 5 is a simplified block diagram of the operation of an adaptive filter that
can be used in the auditory prosthesis of the present invention;
Figure 6 is a block diagram showing an auditory prosthesis including feedback cancellation
and noise cancellation according to the present invention;
Figure 7 is a simplified block diagram of the method according to the present invention;
and
Figure 8 shows alternative implementations of the present invention.
Detailed Description of the Preferred Embodiments
[0020] Referring to Figure 1, auditory prosthesis 10 is illustrated as being a "behind the
ear" hearing aid mounted on the ear 12 of the user. Although the preferred auditory
prosthesis 10 is a hearing aid mainly intended for hearing impaired persons, other
types of auditory prostheses are also envisioned. An example would include an ear
muff intended to be used by persons in high noise environments or other environments
where a greater degree of intelligibility of speech is desired. Other types of hearing
aids are also envisioned. Working similarly with the present invention would also
be "in the ear" hearing aids and "in the canal" hearing aids. Auditory prosthesis
10 is mounted in housing 12. Microphone 16 is mounted in housing 12 in a position
to receive auditory signals, e.g., sound, from the environment of the wearer of auditory
prosthesis 10. Receiver 18 is mounted in housing 12 so that it projects amplified
sound into the wearer's ear 12, preferably through ear piece 20. Switch 22, preferably
a push button switch, is mounted on the outside of housing 12 to be accessible by
the user. Switch 22 enables the user of auditory prosthesis 10 to have control over
the ability of auditory prosthesis 10 to adapt to cancel feedback from the environment
of the user of auditory prosthesis 10.
[0021] Figure 2 is a diagrammatic/block diagram of auditory prosthesis 10 operating in conjunction
with the environment of the user's ear 12. Auditory prosthesis 10 receives auditory
signals (sounds) from the environment of the user. Contained in the user's auditory
environment is the acoustic input signal 24 containing the signal of interest, e.g.,
speech, and a feedback signal 26. Since these signals are nominally acoustic signals,
they are represented by "wavy" lines. Feedback signal 26 originates from the acoustic
output signal 28 which emanates from receiver 18, speaker in hearing aid parlance,
of auditory prosthesis 10. Acoustic output signal 28 travels back into the environment
of auditory prosthesis 10 through housing 14 (shown in Figure 1) of auditory prosthesis
10, the user's body tissue, through the air, or any combination thereof. During this
process acoustic output signal 28 may be attenuated, distorted or otherwise disturbed
from its original condition. This process is represented in Figure 2 as feedback path
30 having transfer function H
f.
[0022] Thus, both the desired acoustic input signal 24 and the undesired feedback signal
26 are present at microphone 16 and available to be processed by auditory prosthesis
10. Auditory prosthesis 10 contains signal processor 32 which is used conventionally
to provide the desired modification to acoustic input signal 24. This modification
is represented as transfer function H
s. For example, in a hearing aid embodiment, signal processor 32 would provide selective
amplification in the frequencies necessary to compensate for the hearing impairment
of the user. In another example, signal processor 32 would provide the desired signal
processing to enable an increased amount of intelligibility to a user who is not hearing
impaired. Signal processor 32 can be of the design shown in U.S. Patent No. 4,425,481,
Mangold et al, Signal Processor, or U.S. Patent No. 4,548,082, Engebretson et al,
Hearing Aids, Signal Supplying Apparatus, Systems For Compensating Hearing Deficiencies,
and Methods, or any other known design suitable for amplifying an input signal in
a hearing aid application. Alternatively, signal processor 32 can be simply be an
amplifier.
[0023] An input filter consisting of adaptive filter 34 and summing junction operates to
cancel feedback in the auditory prosthesis. Adaptive filter 34 receives the output
of signal processor 32 as an input. The output of adaptive filter 34 is provided to
summing junction 36 where this output is subtracted from the electrical signal supplied
by microphone 16. Adaptive filter 34 is also supplied with the electrical input signal
to signal processor 32 which is used to adapt the filtering characteristics of adaptive
filter 34. The connections of and the operation of adaptive filter 34, as discussed
to this point, is conventional in the art. Adaptive filtering in feedback situations
with auditory prostheses is well known and is described in Bustamante, Diane K., Worrall,
Thomas L. and Williamson, Malcolm J., Measurement and Adaptive Suppression of Acoustic
Feedback in Hearing Aids,
ICASSP 1989 Proceedings, pp. 2017-2020, IEEE (1989), which is hereby incorporated by reference.
[0024] User operated control 38 is provided to control adaptive filter 34. In one preferred
embodiment, user operated control 38 may be switch 22, preferably a push-button switch.
Adaptive filter 34 can effectively adapt to cancel feedback signal 26 from the signal
processing path of auditory prosthesis when feedback signal 26 predominates in the
user's environment. That is, when feedback signal 26 is much larger than acoustic
signal 24, or when acoustic signal 24 is not present in the environment, adaptive
filter 34 may easily, according to known adaptive filtering methods and techniques,
be adjusted to transfer function H
a in order to subtract out a signal substantially equal to feedback signal 26 at summing
node 36. This effectively removes feedback signal 26 from the processing path of auditory
prosthesis 10 and prevents the feedback signal 26 from being reproduced by receiver
18 and reaching the user's ear 12.
[0025] User operated control 38 is provided so that the user of auditory prosthesis 10 may
implement the adaption of adaptive filter 34 only in certain circumstances or under
certain conditions. Adaptive filter 34 is always operable in auditory prosthesis 10
to cancel feedback signal 26 from the signal processing path. However, it is not always
desirable that adaptive filter be changing its filtering characteristics, i.e., adapting.
When acoustic signal 24 predominates in the environment, adaption of adaptive filter
34 will tend the cancel the desired signal, i.e., acoustic signal 24. Thus, the user
may utilize user operated control 38 to select the times or intervals during operation
of auditory prosthesis 10 when adaptive filter will adapt. Generally, the user should
select times or circumstances during which feedback signal 26 predominates over acoustic
signal 24 in the environment.
[0026] Figure 3 illustrates an alternative embodiment of auditory prosthesis 10. Auditory
prosthesis 10 of Figure 3 is identical to auditory prosthesis 10 of Figure 2 except
for the addition of probe generator 40 and summing node 42. In periods of relative
quiet, or in order to more effectively adapt to feedback signal 26 when there is little
component of acoustic signal 24 in the environment, the user may utilize user operated
control 38 to both cause adaptive filter 34 to adapt its filtering characteristics
and to cause probe generator 40 to introduce a predetermined signal 44 to be summed
with the output of signal processor 32 at summing node 42. This will introduce a predetermined
component into acoustic output signal 28 which will then be fed back in feedback signal
26 to microphone 16. The presence of predetermined signal 44 in feedback signal 26
will, in the absence of acoustic signal 24 from the environment, aid adaptive filter
34 in adapting its filtering characteristics to cancel feedback component 26 from
the environment. Preferably, probe generator 40 also supplies a predetermined signal
46 directly to adaptive filter 34 to aid in the adaption process.
[0027] Figure 4 illustrates an alternative embodiment of auditory prosthesis 10 according
to the present invention. Auditory prosthesis 10 includes microphone 16, input filter
48 having an adaptive filter 58, signal processor 32, delay 50, summing node 52, receiver
18, probe generator 40, summing node 54, delay 56, and user operated control 60 shown
controlled by user switch input 24a. Summing nodes 52 and 54 can have programmable
gain so that the mix of the input signals can be controlled. In a preferred embodiment
user operated control 60 controls the gain of summing node 52, summing node 42 and
probe generator 40. Shown diagrammatically in Figure 4 is feedback path 30 and summing
junction 62. Summing junction 62 diagrammatically illustrates the combining in the
environment of feedback signal 26 and acoustic signal 24 of interest.
[0028] Both feedback signal 26 and acoustic signal 24 are applied to microphone 16. Microphone
16 generates a corresponding electrical input signal y(n) which is filtered by input
filter 48 and then applied to signal processor 32. The output of signal processor
32 is delayed at delay 50, and then applied to summing node 52, the output of which
is applied to receiver 18. Receiver 18 generates amplified sound 28 for the hearing
aid user. The output of delay 50 is also applied to summing node 42, which in turn
applies its output to delay 56. The output of delay 56, the signal d(n), is applied
to the reference input of an adaptive filter 58 contained within input filter 48.
As will be explained in more detail below, adaptive filter 58 provides an output signal
x(n) in response to the reference input d(n). The output x(n) is subtracted from the
input signal of y(n), at summing node 64. When properly adapted, adaptive filter 58
provides that the feedback component of the signal y(n) is subtracted at summing node
64 so that the signal applied to signal processor 32 is substantially free from feedback,
thus substantially preventing amplification of feedback.
[0029] Probe generator 40 is provided for the purpose of generating a predetermined signal
66, preferably a known broadband noise signal, for use in adapting filter 58. As will
be described in more detail below, the noise signal output of probe generator 40 is
applied to receiver 18 through summing node 52 to provide a known broadband sound
at the output of receiver 18. A component of this noise travels through feedback path
30 to microphone 16, where it contributes a feedback component 26 to signal y(n).
Probe generator 40 provides the same signal 68 to delay 56 through summing node 54.
Delay 56 in turn provides the delayed signal d(n) to the reference input of adaptive
filter 58. Adaptive filter 58 adapt its characteristics in response to the error signal
e(n), which is taken from the output of summing node 64. Delay 50 is provided to decorrelate
feedback signals in the feedback path from the acoustic signals arriving at the microphone
16, while delay 56 is provided to match the pure delay of the feedback path. This
provides that the error signal e(n) applied to the error signal input of adaptive
filter 58 is substantially proportional to the acoustic signal of interest plus any
uncanceled feedback signal passing through summing node 64. The delay introduced by
delay 50 is preferably on the order of several milliseconds and greater, while the
delay from delay 56 is on the order of a millisecond or two, as adjusted to match
the pure delay of feedback as it travels from the receiver and back into input signal.
[0030] Referring now to Figure 5, there is shown diagrammatically an example of an adaptive
filter 70 suitable for use as filter 58 in the auditory prosthesis of Figure 4. Adaptive
filter 70 receives input data d(n) 72. The input data din) may be preprocessed in
block 74. Following preprocessing, if any, the Adaptive filter 70 includes a plurality
of taps 1, 2, 3...N, and a plurality of corresponding tap coefficients C(1), C(2),
C(3)...C(N). In operation, the taps hold a vector of data

at a time n. Data vector U(n) is obtained from the reference signal input d(n).
Each tap coefficient C(N) corresponds to an element of a tap coefficient vector

. Filter 58 includes means for multiplying the corresponding elements in data vector
U(n) and coefficient vector H
a(n) to provide a corresponding product vector

. This product vector is summed at a time n to provide the filter output signal x(n)
wherein

wherein t equals the vector transpose. Adaptive filter 70 is thus operative at any
given time n to provide an output signal x(n) which is a function of reference signal
d(n) and the tap coefficient vector H
a(n).
[0031] When filter 58 is adapting, as will be explained in more detail below, the H
a coefficient vector is updated to minimize the error signal e(n) arriving at its error
signal input of the filter. The coefficient vector is updated to minimize the expected
value of the squared difference between y(n), the acoustical signal plus feedback
at time n and x(n), the output of the adaptive filter 58, i. e., e(n)² wherein

. Using least-means-square (LMS) adaption on the updated coefficient vector at a
time n + 1, H
a(n + 1) is computed by

, wherein µ is an adaption parameter which controls the rate of adaption in the filter.
Using polarity or sign-sign adaption it is computed by:

. In the equations, "x" represents a multiplication operation.
[0032] Auditory prosthesis 10 is operative in any one of three basic modes to provide adaption
of filter 58 to meet feedback cancellation requirements. In one mode of operation,
adaption is user activated via user operated control 60, and is done rapidly. During
rapid adaption immediately following switch activation by the user, probe generator
40 is turned on by user operated control 60 and the gain of summing node 52 is set
by user operated control 60 to mix the known feedback signal into the output of the
amplifier. The contribution from the output delay 50 remaining constant. The net affect
is set to provide a high level of probe noise to allow accurate identification of
the frequency response of the feedback path. A known feedback signal strength about
40 dB below the maximum output of the auditory prosthesis has been found suitable.
Simultaneously, the adaption control parameter µ of adaptive filter 58 set by user
operated control 60 to a relatively large value to provide fast convergence and adaption
to stop oscillatory feedback if it is already occurring. Once the filter is nearly
converged, µ is reduced to a smaller value so that adaption proceeds at a slower rate
to produce an accurate convergence. This rapid adaption interval preferably is designed
to take approximately one second or less. Two-step adaption as described is preferred
because if µ remains large the filter continues to adapt once it is nearly converged
and the adaption process itself adds unwanted noise and distortion to the signal.
A smaller µ value at the latter stage of adaption permits more accurate convergence
and reduces unwanted adaption noise and distortion. Although it is contemplated that
a two-step adaption process will suffice to provide rapid yet accurate convergence,
more than two steps can also be used if desired or required, and accordingly the invention
is in no way limited to a two-step process. Multiple-step adaption is especially important
when the sign-sign algorithm is used, because adaption rate and adaption noise depend
entirely on the magnitude of µ, while with LMS the magnitude of e(n) also influences
adaption rate and adaption noise. In any event, once the rapid adaption interval is
complete, the known feedback signal applied to receiver 18 is either turned off or
set to a very low level, in accordance with which of the other modes of operation
the auditory prosthesis is set to operate in, as will be explained below.
[0033] The auditory prosthesis 10 can also be set by user operated control 60 to operate
in a slow adaption mode wherein filter 58 continuously adapts to adjust to changes
in the characteristics of feedback, or may be set with the filter coefficients fixed,
or frozen, until such time either the rapid or slow adaption mode is reinitiated.
In the slow adaption mode, the adaption parameter µ of filter 58 is set a relatively
small value and the gain of summing node 52 is adjusted to provide a very low probe
feedback signal for application to receiver 18. Preferably, but without limitation
thereto, rapid adaption is approximately 32 times faster than the rate of slow adaption.
Ideally, the known feedback signal is adjusted so that it is inaudible to the hearing
aid user but high enough to provide enough signal to excite the feedback path sufficiently
for the adaptive filter to remain converged. Generally, a known feedback signal strength
about 60 dB down from maximum auditory prosthesis output has been found suitable for
this purpose. However, if the feedback signal cannot be reduced far enough to make
it inaudible, for example in the case of hearing aid user with near normal sensitivity
to some frequencies, it can be turned off altogether during slow adaption. With the
feedback signal off, the broadband signal required for convergence is obtained from
speech or other suitable environmental sounds. However, during intervals when no speech
or other broadband signal is present at the microphone, filter 58 will diverge. Accordingly,
in the case where slow adaption is provided but the probe generator 40 is turned off,
user operated control 60 preferably includes circuitry for monitoring the signal level
in one or more of the hearing aid channels to detect the absence of broadband input
above a specified threshold. During such intervals, the user operated control 60 activates
the probe 18 and summing node 52 automatically to provide a low level known feedback
signal for a brief, fixed interval long enough to allow the filter to reconverge and
is then turned off again.
[0034] During slow adaption operation, auditory prosthesis 10 operates normally to amplify
acoustic sounds in the environment for the hearing aid user. Accordingly, since slow
adaption operation permits the adaptive filter 58 to continuously track the small,
slow changes in the feedback path that eventually will produce filter mismatch and
feedback leakage if the coefficients are frozen, it is contemplated that operating
the auditory prosthesis in a slow mode on a continuous basis between user-actuated
rapid adaption intervals is preferred. Thus configured, the auditory prosthesis according
to the present invention keeps to a minimum the number of times that user actuated
rapid adaption is necessary and correspondingly keeps to a minimum the intervals of
time in which the hearing of the user is interrupted to accomplish rapid adaption.
[0035] Thus, as described above, the present invention provides an auditory prosthesis 10
for canceling feedback wherein when operated in the slow adaption mode it can track
and compensate for gradual changes in the feedback path, and wherein the user can
activate rapid adaption so that the auditory prosthesis can quickly make substantial
readjustments in its feedback cancellation characteristics as may be required where
sound conditions in the user's environment change quickly or when the fitting of the
hearing aid is disturbed, thus changing the characteristics of feedback path 30. The
auditory prosthesis is advantageous to the auditory prosthesis disclosed in Graupe
et al '818 in that it does not require special circuitry for detecting changes in
the feedback response of the auditory prosthesis, and moreover is advantageous because
it permits gradual tracking and updating the feedback cancellation characteristic
of the auditory prosthesis without interrupting the listening of the user. Moreover,
the user has complete control over when to actuate rapid adaption so that there is
no possibility that uncontrolled feedback will go undetected and uncorrected as might
occur in the auditory prosthesis disclosed in Graupe et al '818.
Feedback Cancellation with Background Noise Filtering
[0036] Referring now to Figure 6, there is shown an embodiment of the invention in an auditory
prosthesis 80 wherein both feedback cancellation and background noise filtering capabilities
are provided. As explained above, environmental noise is a substantial problem for
a user of a hearing aid wherein the noise is amplified to the extent it interferes
with the user's ability to hear the signal of interest, which is typically speech.
Generally, the type of background noise most problematic to users of a hearing aid
is "constant background noise", which can be defined as relatively long duration noises
having near stationary spectral characteristics such as the noises associated with
passing cars, trains and airplanes or running fans or machinery. This environmental
noise, if not filtered from the input of the hearing aid system often not only interferes
with the user's ability to understand the signal of interest, but is disturbing and
sometimes even physically painful for the user. The noise filtering auditory prosthesis
disclosed in said co-pending application includes, generally, a user-actuated adaptive
input filter which when actuated rapidly adapts its filtering characteristics to match
the prevailing noise conditions in the environment. The auditory prosthesis uses the
input signal from the microphone as the reference input to the adaptive filter and
is actuated during intervals in which substantially only unwanted constant background
noise is present in the environment, as determined by the user. The filter thus rapidly
adapts to eliminate the unwanted constant background noise component of the input
signal. That auditory prosthesis further includes a slow adaption mode of operation
wherein gradual changes in the characteristics of constant background noise may be
adjusted for.
[0037] Auditory prosthesis 80 of the present invention provides for both feedback cancellation
and the filtering of unwanted constant background noise from the input signal of the
hearing aid system. As shown in Figure 6, auditory prosthesis 80 is of generally the
same construction as auditory prosthesis 10 as shown in Figure 4. Accordingly, the
components of auditory prosthesis 80 which correspond to those of the components of
auditory prosthesis 10 are given the same reference numerals as those in Figure 4
except for "prime" designations. Auditory prosthesis 80 includes, however, in addition
to the components of the auditory prosthesis of Figure 4, a summing node 82 and a
delay 84. Delay 84 delays the input signal y(n) and provides the delayed input signal
y'(n) to summing node 82. Summing node 82 adds the delayed signal y'(n) to the d(n)
signal and applies the summed signals to the reference signal input of adaptive filter
58'. Delay 84 serves to decorrelate y'(n), which provides the constant background
noise reference signal to filter 58', from the primary signal y(n).
[0038] Auditory prosthesis 80 has the same three basic modes of operation as auditory prosthesis
10, i.e., a user-actuated rapid adaption mode, a continuous slow adaption mode, and
a fixed, no adaption, mode. Thus, it operates in exactly the same manner as auditory
prosthesis 10 but for the additional background noise filtering and adaption capability,
as explained more fully below. As thus configured, auditory prosthesis 80 operates
the same as auditory prosthesis 10 with respect to the cancellation of feedback, but
is also operative to filter unwanted constant background noise from the input signal
as well. More specifically, during adaption, adaptive filter 58' is responsive not
only to the d(n) signal presented by delay 56', but also to the y'(n) reference signal
in order to adjust its filtering characteristics. As in the auditory prosthesis of
said co-pending application, during those time intervals when the background noise
reference signal y'(n) predominates, at least on average, the reference signal y'(n)
component of the total reference signal causes filter 58, to adjust to filter this
component of the input signal y(n). Accordingly, the auditory prosthesis is preferably
activated for rapid adaption at only such times that constant background noise predominates
in the user's environment. The filter 58' thus adapts to provide that its characteristics
are adjusted to not only cancel feedback, but also to filter unwanted constant background
noise from the primary y(n) signal input. Moreover, when operative in a slow adaption
mode, the y'(n) noise reference signal input component causes adaptive filter 58,
to hunt towards the characteristic which will filter unwanted constant background
noise from the input. The decorrelation of y'(n) from y(n) via delay 84 provides that
adaptive filter 58' is inhibited from adjusting its filtering characteristics to filter
out desired signal of interest, and moreover the slow rate of adaption provides that
the overall net adjustment of filter 58' hunts toward the desired setting inasmuch
as the unwanted constant background noise is most often present at the input of microphone
16', for time durations longer the signal of interest, which is typically speech.
[0039] Auditory prosthesis 80 of the present invention thus provides an auditory prosthesis
which utilizes the intelligence of the user of the hearing aid to select and control
the filter adaption process both for adjustment to changes in unwanted constant background
noise and/or feedback conditions. The auditory prosthesis of the present invention
is more desirable than the auditory prosthesis disclosed in Graupe et al '721 for
filtering background noise because the hearing aid user enjoys control over the filtering
characteristics of the hearing aid, and because filtering characteristics are changed
in direct response to the user's needs and desires as opposed to preprogrammed unalterable
criteria set in the hearing aid design. In particular, the auditory prosthesis of
the present invention provides that the user can define the "unwanted" background
noise sought to be eliminated by activating rapid adaption while the unwanted noise
is predominant in the input signal. In addition, the continuous adaption mode provides
the advantageous characteristics of the auditory prosthesis disclosed in Graupe et
al '721 to continually adapt to changing environmental background noise while at the
same time eliminating the annoying "pumping" noise generated by the auditory prosthesis
disclosed in Graupe et al '721 wherein abrupt changes in filtering characteristics
audible to the user are made continuously. Moreover, the auditory prosthesis of the
present invention is simpler in design and consequently less costly than the auditory
prosthesis disclosed in Graupe et al '721 because it does not require circuitry to
detect the presence and absence of speech in the user's environment, circuitry necessary
to the operation of the auditory prosthesis disclosed in Graupe et al '721.
[0040] Referring to Figure 7, the method of both the auditory prosthesis 10 and 50 is shown
in simplified block diagram flow chart form. As generally shown in Figure 7, the method
begins with step 90 in which the filter is initiated to an initial filtering configuration,
for instance upon turn on of the auditory prosthesis. The filter can be set so that
the characteristics are fixed or so that the filter slowly adapts on a continuous
basis (92). Block 94 represents the operation of filter 58 or 58' to filter the input
signal, either with fixed characteristics or with slowly changing characteristics
if the filter is set to slowly adapt. The filter continues to operate in this manner
unless and until the user actuates filter 58 or 58' to rapidly adapt, as represented
by block 96. In the case of auditory prosthesis 10, the user activates rapid adaption
when feedback effects become noticeable and/or irritating, to cause rapid adjustment
to eliminate feedback amplification. In the case of auditory prosthesis 80, the user
actuates the auditory prosthesis to rapidly adapt either in response to changed feedback
conditions or to change the auditory prosthesis's noise filtering characteristics.
In either case, the user preferably actuates rapid adaption only when unwanted background
noise predominates in the environment, so that the filter adjusts to obtain the most
optimum characteristics for the purpose of filtering unwanted noise. As also noted
in block 94, a multiple-step rapid adaption process is used. Once rapid adaption is
complete, the filter is set back either to operating with fixed characteristics or
to slowly adapt (92), and returns to normal filtering operation (94). If the filter
58 or 58' is set to slowly adapt while filtering in its normal mode of operation,
the adaption is paced such that no abrupt changes in filtering response are discernible
by the user, thus avoiding the "pumping" sounds so annoying to user's of the above
noted auditory prosthesis disclosed in Graupe et al '721, but yet allowing the filter
58 or 58' to gradually adjust to prevailing feedback and noise conditions. During
slow adaption, the method thus calls for the probe generator 40 to either be set to
a low inaudible level or off. If set off, the method calls for reactivating it at
a low level if no environmental broadband signal is present to prevent filter divergence.
Filter Alternatives
[0041] While a specific filter embodiment has been described, it shall be understood that
the invention is in no way limited in this respect. Either analog or digital filtering
circuits such as minimum variance time domain filter, an augmented Kalman noise filter,
or a Wiener filter can be used for filters 58 and 58'. Alternatively, the filter can
be an adjustable notch filter. Samples of such filters are described in the following
references: Sage and Melsa,
Estimation Theory with Applications to Communications and Control, McGraw Hill (1971); N. Levenson and N. Wiener,
Extrapolation, Interpolation and Smoothing of Stationary Time Series, MIT Press (1964); Y. Z. Tsypkin,
Foundations of the Theory of Learning System, Academic Press, N. Y. (1973); M. Schwarz and L. Shaw,
Signal Processing, McGraw Hill, N. Y. (1975); and D. E. Johnson and J. L. Hillburn,
Rapid Practical Design of Active Filters, John Wiley & Sons, N. Y. (1975). Examples of suitable digital filters are found
in the publication: D. Graupe,
Time Series Analysis, Identification and Adaptive Filtering, pp. 20- 100, Krieger Publishing Co., Malabar, FL. (1984).
Other Alternate Embodiments
[0042] The present invention, while particularly useful in its application to the hearing
aid arts, finds application more generally in auditory prostheses at large. Referring
to Figure 8, there is shown the adaptive filter of the present invention as used in
other applications as generally denoted as an auditory prosthesis 100. A source of
input signal 102 provides the input signal to filter 58 or 58' which is sought to
be filtered to eliminate an unwanted component or feedback. Input signal source 102
may be, for instance, the microphone of a public address auditory prosthesis or of
an equipment operator's headset, for example the headset of a fighter pilot or tank
operator. In such cases the background noise sought to be eliminated is the noise
from the equipment being operated, for instance the noise present in the cockpit of
a jet or inside a tank, with respect to the examples above noted. The feedback path
would be from the loud speaker of the public address auditory prosthesis to the auditory
prosthesis's microphone or from the receiver of a headset to the headset's microphone.
In such cases, the filter 58 or 58' can be used to filter out the noise from the equipment
from the speech component of the microphone input and cancel any feedback thus enhancing
the clarity of the amplification/communication. Block 104 generally represents the
amplification and receiver/loudspeaker components of auditory prosthesis 100.
[0043] The above-noted applications of filter 10 are not intended to be limiting in any
respect but merely illustrative of the broad range of potential signal filtering applications
to which filter 58 or 58', can be put. In this regard it is noted that filter 58 or
58', can be applied anywhere in a signal processing stream and is in no way limited
to application near the source of input signal. For instance, it could be implemented
downstream of other signal processing circuits.
[0044] Although the invention has been described above in its preferred form, those of skill
in the art will recognize that various changes and modifications may be made thereto
without departing from the spirit and scope of the invention as set forth in the claims
that follow.
1. An auditory prosthesis adapted to be used by person in an auditory environment having
an original input component and having a feedback component originating from said
auditory prosthesis, comprising:
an input transducer for producing an electrical input signal from said auditory
environment having said original input component and having said feedback component;
a signal processor for processing said electrical input signal to produce a processed
signal;
a receiver receiving said processed signal and converting said processed signal
into an acoustic output signal;
an input filter operatively coupled to said signal processor for cancelling said
feedback component from said electrical input signal, said input filter having selectively
adaptable filtering characteristics; and
user controlled means coupled to input filter for selectively causing said input
filter to adjust said adaptable filtering characteristics based upon said electrical
input signal and said processed signal in response to said user.
2. An auditory prosthesis adapted to be used by person in an auditory environment having
an original input component and a feedback component originating from said auditory
prosthesis, comprising:
an input transducer for producing an electrical input signal from said auditory
environment having said original input component and having said feedback component;
a signal processor for processing said electrical input signal to produce a processed
signal;
a receiver receiving said processed signal and converting said processed signal
into an acoustic output signal;
an input filter coupled to said signal processor for cancelling said feedback component
from said electrical input signal, said input filter having selectively adaptable
filtering characteristics;
probe means coupled between said signal processor and said receiver and coupled
to said input filter for selectively generating a predetermined noise signal; and
a user controlled means coupled to input filter and said probe means for selectively
causing said probe means to generate said predetermined noise signal and for causing
said input filter to adjust said adaptable filtering characteristics based upon said
electrical input signal and said processed signal in response to said user.
3. An auditory prosthesis adapted to be used by person in an auditory environment having
an original input component and a feedback component originating from said auditory
prosthesis, comprising:
an input transducer for producing an electrical input signal from said auditory
environment having said original input component and said feedback component;
an input filter for cancelling said feedback component from said electrical input
signal to provide a filtered input signal, said input filter operative to cancel said
feedback component in accordance with a reference signal, said input filter having
selectively adaptable filtering characteristics;
a signal processor for processing said filtered input signal to produce a processed
signal;
a delay for delaying said processed signal to produce a delayed processed signal;
a receiver receiving said processed signal and converting said delayed processed
signal into an acoustic output signal;
reference signal means for obtaining said delayed processed signal and using it
to produce said reference signal; and
a user controlled means coupled to input filter for selectively causing said input
filter to adjust said adaptable filtering characteristics based upon said electrical
input signal and said reference signal in response to manual activation by said user.
4. An auditory prosthesis according to claim 3 wherein said delay delays said processed
signal sufficiently so as to decorrelate feedback in said processed signal from new
signals arriving at said input transducer.
5. An auditory prosthesis according to claims 3 or 4, wherein said reference signal means
includes means for delaying said reference signal a period of time substantially equal
to the delay of said feedback path.
6. An auditory prosthesis according to claim 3, 4 or 5, wherein said feedback component
of said auditory environment reaches said transducer along a feedback path, said feedback
path having an inherent delay, and wherein said reference signal means includes means
for delaying said delayed processed signal a period of time substantially equal to
said delay of said feedback path to produce said reference signal.
7. An auditory prosthesis according to any one of claims 1 to 6, wherein said input filter
includes means for rapidly adapting said filtering characteristics at a first rate
to provide for fast convergence until said filtering characteristics are nearly converged
and then at one or more progressively slower rates to provide more accurate convergence
until said filtering characteristics are converged.
8. An auditory prosthesis according to claim 7 further wherein said adaption rate is
controlled by an adaption rate parameter µ which is set to a first magnitude by said
means for controlling to provide said first rate of adaption and then is progressively
reduced one or more times by said means for controlling to provide said one or more
slower rates of adaption, respectively.
9. An auditory prosthesis according to claim 8 wherein said rate of rapid adaption is
approximately thirty-two times faster than said rate of slow adaption.
10. An auditory prosthesis adapted to be used by person in an auditory environment having
an original input component and having feedback component originating from said auditory
prosthesis along a feedback path, comprising:
an input transducer for producing an electrical input signal from said auditory
environment having said original input component and having said feedback component;
an input filter having a reference signal input, said input filter receiving said
electrical input signal and cancelling a selected feedback signal component from said
electrical input signal in accordance with a feedback reference signal applied to
its reference signal input to produce a filtered input signal;
a signal processor for processing said filtered input signal to produce a processed
signal;
a first delay receiving said processed signal and producing a delayed processed
signal;
a probe generator for generating a predetermined signal;
a first summing junction having two inputs and receiving at one of its inputs said
delayed processed signal and said predetermined signal at its other input to produce
an output signal comprising a mix of said signals;
a receiver operatively coupled to said output signal of said first summing junction
for producing an acoustic output signal corresponding to said output signal;
a second summing junction having two inputs and receiving at one of its inputs
said predetermined signal and receiving said delayed processed signal at its other
input to produce a mix of said predetermined signal and said delayed processed signal
at its output;
a second delay receiving the output of said second summing junction and producing
said feedback reference signal; and
user controlled means for selectively generating a manually actuated signal in
response to said user; and
said input filter having an adaptive filter for controlling the adaption of said
filtering characteristics of said input filter, said adaptive filter including an
input for said user manually actuated signal, said adaptive filter being responsive
to said manually actuated signal for (i) causing said first summing junction to mix
said predetermined signal into said output signal so that said electrical input signal
contains said feedback component corresponding at least partially to said perdetermined
signal as introduced via the feedback path between said output transducer and said
microphone, (ii) causing said second summing junction to mix said predetermined signal
into its output so that said reference signal contains a delayed component thereof,
and (iii) causing said filtering characteristics of said input filter to rapidly adapt
in accordance with the feedback component in said electrical input signal, said feedback
reference signal and an error signal taken from said filtered input signal so that
said filtering characteristics are adapted to the characteristics of said feedback
path whereby said input filter is operative to cancel feedback in said input signal.
11. An auditory prosthesis according to claim 10 further wherein said adaptive filter
further includes means for slowly adapting the filtering characteristics of said filter
during an interval of time when said filtering characteristics are not being rapidly
adapted, said means for slowly adapting causing said first summing junction to prevent
said unknown signal from being mixed in said output signal and instead using a broadband
signal component present in the environment and in said input signal for the purpose
of converging said filtering characteristics during adaption and causing said filtering
characteristics to adapt at a slow rate relative to said rate of rapid adaption so
that said filtering characteristics adapt to gradual changes in the characteristics
of said feedback path and said unwanted noise.
12. An auditory prosthesis according to claim 11 further wherein said adaptive filter
further includes means for slowly adapting the filtering characteristics of said filter
during an interval of time when said filtering characteristics are not being rapidly
adapted, said means for slowly adapting operative in a first mode for causing said
first summing junction to prevent said predetermined signal from being mixed in said
output signal and instead using a broadband signal component present in the environment
and in said input signal for the purpose of converging said filtering characteristics
during adaption and causing said filtering characteristics to adapt at a slow rate
relative to said rate of rapid adaption so that said filtering characteristics adapt
to gradual changes in the characteristics of said feedback path, and wherein said
adaptive filter further includes means for detecting the absence of said broadband
signal in said input signal and temporarily causing said first summing junction to
add said predetermined signal to said output signal for a period of time sufficient
to adapt said filtering characteristics to convergence.
13. An auditory prosthesis adapted to filter out an unwanted noise component and adapted
to be used by person in an auditory environment having an original input component
and having feedback component originating from said auditory prosthesis along a feedback
path, comprising:
an microphone for producing an electrical input signal;
an input filter for cancelling a feedback component and an unwanted noise from
said electrical input signal to provide a filtered input signal, said input filter
being operative to cancel said feedback component in accordance with a reference signal
and having selectively adaptable filtering characteristics;
a signal processor for processing said filtered input signal to produce an processed
signal;
a delay for delaying said processed signal to produce a delayed processed signal;
an output transducer connected to said delay to produce an acoustic output signal
corresponding to said delayed processed signal;
reference signal means for obtaining said delayed processed signal and using it
to provide said reference signal;
said input filter having an adaptive filter for rapidly adapting the filtering
characteristics of said input filter in response to a signal manually actuated by
a user of said auditory prosthesis;
a probe generator operative during the time of rapid adaption for adding a predetermined
signal to said delayed processed signal to cause said output transducer to produce
an acoustic output signal having a predetermined component so that said predetermined
component travels along said feedback path to said microphone to provide that said
electrical input signal contains feedback component;
means for obtaining from said probe generator a feedback reference signal corresponding
to said predetermined component and an unwanted noise reference signal from said input
signal and adding them to said reference signal whereby said reference signal contains
components corresponding to said delayed processed signal, said known component and
said unwanted noise component in said electrical input signal;
error signal means for obtaining an error signal from said filtered input signal;
and
means for controlling the adaption of said filtering characteristics in response
to said reference signal and said error signal to provide that said filter adapt to
cancel said feedback component and to filter said unwanted noise component in said
electrical input signal provided that said rapid adaption is actuated at a time when
said unwanted noise component is predominant in said electrical input signal;
whereby said input filter is adapted to the characteristics of said feedback path
and said unwanted noise component at a time controlled by the user.
14. An auditory prosthesis according to claim 13 wherein said delay delays said processed
signal sufficiently so as to decorrelate feedback in said processed signal from new
signals arriving at said microphone.
15. An auditory prosthesis according to claim 13 or 14 further wherein said reference
signal means includes means for delaying said reference signal a period of time substantially
equal to the delay of said feedback path.
16. An auditory prosthesis according to any one of claims 10 to 15, wherein said adaptive
filter includes means for rapidly adapting said filtering characteristics at a first
rate to provide for fast convergence until said filtering characteristics are nearly
converged and then at one or more progressively slower rates to provide more accurate
convergence until said filtering characteristics are converged.
17. An auditory prosthesis according to claim 16 further wherein said adaption rate is
controlled by an adaption rate parameter µ which is set to a first magnitude by said
means for controlling to provide said first rate of adaption and then is progressively
reduced one or more times by said means for controlling to provide said one or more
slower rates of adaption, respectively.
18. In an auditory prosthesis adapted to be used by person in an auditory environment
having an original input component and having a feedback component originating from
said auditory prosthesis, a method for cancelling said feedback component, comprising
the steps of:
producing an electrical input signal from said auditory environment having said
original input component and having said feedback component;
processing said electrical input signal to produce a processed signal;
receiving said processed signal and converting said processed signal into an acoustic
output signal;
cancelling said feedback component from said electrical input signal using an adaptive
filter having selectively adaptable filtering characteristics; and
selectively causing said adaptive filter to adjust said adaptable filtering characteristics
based upon said electrical input signal and said processed signal in response to said
user.
19. A method as in claim 18 wherein said filtering characteristics are rapidly adapted
at a time controlled by the user of said system, the rapid adaption comprising the
steps of:
introducing a predeitermined signal into the output of said system so that said
predetermined signal travels through a feedback path to the input of said auditory
prosthesis to provide that said input signal contain a known feedback component corresponding
to said predetermined signal;
adding to said reference signal during said rapid adaption a signal containing
a component corresponding to said predetermined signal so that said reference signal
contains components from said processed signal and said predetermined signal during
adaption of said filtering characteristics;
obtaining an error signal to be used in adapting said filtering characteristics,
said error signal taken from said filtered input signal; and
rapidly adapting said filtering characteristics in accordance with said reference
signal and said error signal to provide that said filtering characteristics are adapted
to cancel said known feedback component from said input signal in accordance with
the characteristics of the feedback path at the time of adaption.
20. A method for cancelling feedback and filtering an unwanted noise in the input signal
of an auditory prosthesis, comprising the steps of:
providing an input filter and operating said filter to cancel a feedback component
from said input signal in accordance with a reference signal to provide a filtered
input signal for amplification by said auditory prosthesis, said filter having adaptable
characteristics;
processing the filtered input filter to provide a processed signal;
obtaining said reference signal from the processed signal and supplying it to said
input filter;
rapidly adapting said filtering characteristics at a time controlled by the user
of said system, the rapid adaption comprising the steps of:
introducing a predetermined signal into the output of said system so that said
predetermined signal travels through a feedback path to the input of said auditory
prosthesis to provide that said input signal contain a known feedback component corresponding
to said predetermined signal;
adding to said reference signal during said rapid adaption a signal containing
a component corresponding to said predetermined signal and a signal obtained from
said input signal containing a component corresponding to said unwanted noise so that
said reference signal contains components from said processed signal, said predetermined
signal and said input signal during adaption of said filtering characteristics;
obtaining an error signal to be used in adapting said filtering characteristics,
said error signal taken from said filtered input signal; and
rapidly adapting said filtering characteristics in accordance with said reference
signal and said error signal to provide that said filtering characteristics are adapted
to cancel said known feedback component and filter unwanted noise from said input
signal in accordance with the characteristics of the feedback path and the unwanted
noise in said input signal at the time of adaption.