CROSS REFERENCE TO RELATED APPLICATION
TECHNICAL FIELD
[0002] The present disclosure generally relates to radio communications and, more particularly,
to systems and methods for detecting and alerting about radio communication anomalies.
BACKGROUND
[0003] Proper radio communication between aircraft and air traffic control, as well as between
aircraft, is an important contributor to proper flight operations. Unfortunately,
there are times when certain radio communication anomalies can occur. In most instances,
these anomalies occur when two or more radio communications occur simultaneously on
the same communication frequency. This can result in all or part of a message being
partially or fully blocked, and thus not heard by the intended recipient, and/or being
heard as a buzzing sound or as a squeal.
[0004] Given the steady growth of air traffic worldwide, there is a corresponding increase
in the incidence of simultaneous radio transmissions. Such occurrences are highly
undesirable, especially when these go undetected.
[0005] Hence, there is a need for a system and method of detecting overlapping radio transmissions
and alerting pilots that such transmissions have occurred. The present disclosure
addresses at least this need.
BRIEF SUMMARY
[0006] This summary is provided to describe select concepts in a simplified form that are
further described in the Detailed Description. This summary is not intended to identify
key or essential features of the claimed subject matter, nor is it intended to be
used as an aid in determining the scope of the claimed subject matter.
[0007] In one embodiment, a method to detect and alert about radio communication anomalies
includes receiving, in a processing system, a first audio communication that is audio
from a demodulated radio communication, and receiving, in the processing system, a
second audio communication that is audio from a vehicle operator. The first audio
communication is processed, in the processing system, to determine, from at least
one audio characteristic, when the first audio communication is characteristic of
a first radio communication anomaly. The first audio communication and the second
audio communication are processed, in the processing system, to determine when the
first audio communication and the second audio communication are causing a second
radio communication anomaly. The vehicle operator is alerted, via an alert generator,
when it is determined that either the first radio communication anomaly or the second
radio communication anomaly occur.
[0008] In another embodiment, system for detecting and alerting about radio communication
anomalies includes an alert generator and a processing system. The alert generator
is coupled to receive an alert signal and is configured, upon receipt of the alert
signal, to generate an alert. The processing system is in operable communication with
the alert generator. The processing system is configured, by programming instructions,
to: receive a first audio communication that is audio from a demodulated radio communication;
receive a second audio communication that is audio from a vehicle operator; process
the first audio communication to determine, from at least one audio characteristic,
when the first audio communication is characteristic of a first radio communication
anomaly; process the first audio communication and the second audio communication
to determine when the first audio communication and the second audio communication
are causing a second radio communication anomaly; and generate and supply the alert
signal to the alert generator when it is determined that either the first radio communication
anomaly or the second radio communication anomaly occur.
[0009] In yet another embodiment, a system for detecting and alerting about radio communication
anomalies includes an alert generator, a radio receiver, a microphone, and a processing
system. The alert generator is coupled to receive an alert signal and is configured,
upon receipt of the alert signal, to generate an alert. The radio receiver is configured
to receive and demodulate a transmitted radio communication to thereby supply a first
audio communication. The microphone is configured to receive audio from a vehicle
operator and supply a second audio communication. The processing system is in operable
communication with the alert generator, the radio receive, and the microphone. The
processing system is configured, by programming instructions, to: receive the first
audio communication; receive the second audio communication; process the first audio
communication to determine, from at least one audio characteristic, when the first
audio communication is characteristic of a first radio communication anomaly; process
the first audio communication and the second audio communication to determine when
the first audio communication and the second audio communication are causing a second
radio communication anomaly; and generate and supply the alert signal to the alert
generator when it is determined that either the first radio communication anomaly
or the second radio communication anomaly occur.
[0010] Furthermore, other desirable features and characteristics of the radio communication
anomaly detection and alerting system and method will become apparent from the subsequent
detailed description and the appended claims, taken in conjunction with the accompanying
drawings and the preceding background.
BRIEF DESCRIPTION OF DRAWINGS
[0011] The present disclosure will hereinafter be described in conjunction with the following
drawing figures, wherein like numerals denote like elements, and wherein:
FIG. 1 depicts a functional block diagram of one embodiment of a system for detecting
and alerting about radio communication anomalies;.
FIG. 2 depicts a process, in flowchart form, that may be implemented in the system
of FIG. 1 for detecting and alerting about radio communication anomalies;
FIG. 3 depicts a process, in flowchart form, that may be implemented in the system
of FIG. 1 for detecting that a first communication anomaly has occurred; and
FIG. 4 depicts a process, in flowchart form, that may be implemented in the system
of FIG. 1 for detecting that a second communication anomaly has occurred.
DETAILED DESCRIPTION
[0012] The following detailed description is merely exemplary in nature and is not intended
to limit the invention or the application and uses of the invention. As used herein,
the word "exemplary" means "serving as an example, instance, or illustration." Thus,
any embodiment described herein as "exemplary" is not necessarily to be construed
as preferred or advantageous over other embodiments. All of the embodiments described
herein are exemplary embodiments provided to enable persons skilled in the art to
make or use the invention and not to limit the scope of the invention which is defined
by the claims. Furthermore, there is no intention to be bound by any expressed or
implied theory presented in the preceding technical field, background, brief summary,
or the following detailed description.
[0013] Referring to a system 100 for detecting and alerting about radio communication anomalies
is depicted. The depicted system 100 includes a radio receiver 102, a microphone 104,
a processing system 106, and an alert generator 108. The radio receiver 102 is configured,
using known technology, to receive and demodulate a transmitted radio communication
to thereby supply a first audio communication 112. The radio receiver 102 may be implemented
using any one of numerous known receivers that are configured to receive and demodulate
radio communications transmitted from a remote location, such as another vehicle (e.g.,
another aircraft) and/or a control station (e.g., air traffic control). Regardless
of how it is specifically implemented, the first audio communication 112 may be supplied
to a non-illustrated speaker to thereby generate an audible communication. In the
depicted embodiment, the first audio communication 112 is also supplied to the processing
system 106.
[0014] The microphone 104 is configured, using known technology, to receive audio supplied
from a vehicle operator 114 (e.g., a pilot) and to supply a second audio communication
116. The microphone 104 may be implemented using any one of numerous known devices
that are configured to receive an audible communication from a human and, in response,
generate the second audio communication 116. Regardless of how it is specifically
implemented, the second audio communication 116 may be supplied to a non-illustrated
radio transmitter, which modulates and transmits the second audio communication 116
to another vehicle (e.g., another aircraft) and/or a control station (e.g., air traffic
control). In the depicted embodiment, the second audio communication 116 is also supplied
to the processing system 106.
[0015] The processing system 106 is in operable communication with the radio receiver 102,
the microphone 104, and the alert generator 108. The processing system 106 may include
one or more processors and computer-readable storage devices or media encoded with
programming instructions for configuring the processing system 106. The one or more
processors may be any custom-made or commercially available processor, a central processing
unit (CPU), a graphics processing unit (GPU), an application specific integrated circuit
(ASIC), a field programmable gate array (FPGA), an auxiliary processor among several
processors associated with the controller, a semiconductor-based microprocessor (in
the form of a microchip or chip set), any combination thereof, or generally any device
for executing instructions.
[0016] The computer readable storage devices or media may include volatile and nonvolatile
storage in read-only memory (ROM), random-access memory (RAM), and keep-alive memory
(KAM), for example. KAM is a persistent or non-volatile memory that may be used to
store various operating variables while the processor is powered down. The computer-readable
storage device or media may be implemented using any of a number of known memory devices
such as PROMs (programmable read-only memory), EPROMs (electrically PROM), EEPROMs
(electrically erasable PROM), flash memory, or any other electric, magnetic, optical,
or combination memory devices capable of storing data, some of which represent executable
programming instructions, used by the one or more processors.
[0017] The processing system 106 is configured, by the programming instructions, to receive
the first audio communication 112 from the radio receiver 102, and to receive the
second audio communication 116 from the microphone 104. The processing system 106
is further configured to process the first audio communication 112 to determine, from
at least one audio characteristic, when the first audio communication 112 is characteristic
of a first radio communication anomaly. The processing system 106 is additionally
configured to process both the first audio communication 112 and the second audio
communication 116 to determine when the first audio communication 112 and the second
audio communication 116 are causing a second radio communication anomaly.
[0018] It will be appreciated that the first and second radio communication anomalies may
vary. In the depicted embodiment, however, the first radio communication anomaly is
when the first audio communication 112 and second audio communication 116 overlap
in a manner that completely blocks further processing, by the radio receiver 102,
of the first audio communication 112, and thus no communication is audible to the
vehicle operator 114. The second radio communication anomaly is when the first audio
communication 112 and the second audio communication 116 overlap in a manner that
partially blocks further processing, by the radio receiver 102, of the first audio
communication 112.
[0019] As noted above, the processing system 106 determines when the first audio communication
112 is characteristic of the first radio communication anomaly from at least one audio
characteristic of the first radio communication 112. In the depicted embodiment, the
at least one audio characteristic includes a power spectral density of the first audio
communication 112, and the processing system 106, via the programming instructions,
implements what is referred to herein as a squeal detector module 118. The squeal
detector module 118 implements a process to determine when the first radio communication
anomaly has occurred and, when it has occurred, sends a signal to, what is referred
to herein as, an audio anomaly detector module 120. The audio anomaly detector module
120, which is implemented via the programming instructions, processes this signal
to generate and supply an appropriate alert signal to the alert generator 108. The
process that the squeal detector module 118 implements is described in more detail
further below.
[0020] As was also noted above, the processing system 106 processes both the first audio
communication 112 and the second audio communication 116 to determine when the first
audio communication 112 and the second audio communication 116 are causing the second
radio communication anomaly. To do so, the processing system 106, via the programming
instructions, implements what are referred to herein as a clipping detector module
122, a channel separator module 124, a speaker diarisation module 126, and a speaker
attributes module 128.
[0021] The clipping detector module 122 analyzes the first audio communication 112 to determine
when the first audio communication 112 is clipped. To do so, the clipping detector
module 122 implements any one of numerous known clipping detection techniques. As
FIG. 1 further depicts, when the clipping detector module 122 determines that the
first audio communication 112 is clipped, it sends an appropriate signal to the audio
anomaly detector module 120.
[0022] The channel separator module 124 receives the first and second audio communications
112, 116, separates the audio communications 112, 116 into separate channels, and
supplies each to the speaker diarisation module 126. The speaker diarisation module
126, using any one of numerous known techniques, partitions the first and second audio
communications 112, 116 into homogeneous segments to identify, using the speaker attributes
module 128, the speaker attributes contained within the first and second audio communications
112, 116. The speaker attributes module 128 also implements its functionality using
any one of numerous known techniques. The speaker attributes module 128 supplies the
identified speaker attributes to the audio anomaly detector module 120.
[0023] The audio anomaly detector module 120 determines receives and processes the signals
supplied from the clipping detector module 122 and the speaker attributes from the
speaker attributes module 128 and determines that the second radio communication anomaly
has occurred when (i) the first audio communication is clipped and (ii) the speaker
attributes are identified. If the second radio communication anomaly has occurred,
the audio anomaly detector module 120 generates and supplies an appropriate alert
signal to the alert generator 108.
[0024] The alert generator 108 is coupled to receive the alert signal supplied from the
audio anomaly detector module 120 and is configured, upon receipt of the alert signal,
to generate an alert. The alert signal supplied by the audio anomaly detector module
120 will depend upon which radio communication anomaly - the first radio communication
anomaly or the second radio communication anomaly - is occurring. It will be appreciated
that the alert generator 108 may be variously implemented and may be configured to
generate various types of alerts, including an audible alert, a visual alert, a haptic
alert, or any combination thereof.
[0025] Having described the overall structure and function of the system 100 and its various
components, the process implemented by the system 100 is depicted in flowchart form
in FIG. 2, and with reference thereto will now be described.
[0026] The process 200 begins by receiving the first audio communication 112 (202) and the
second audio communication 116 (204). As noted above, the first audio communication
112 is audio from a demodulated radio communication, and the second audio communication
116 is audio from a vehicle operator. The first audio communication 112 is processed
(205), in the processing system 106, to determine when the first audio communication
112 is characteristic of the first radio communication anomaly (206). Simultaneously,
the first and second audio communications 112, 116 are processed (207), in the processing
system, to determine when first audio communication 112 and the second audio communication
116 are causing the second radio communication anomaly (208). If either the first
radio communication anomaly or the second radio communication anomaly is occurring,
the vehicle operator, via the alert generator 108, is alerted (212).
[0027] For completeness, the processes implemented in the processing system 106 for determining
when the first or second radio communication anomaly are occurring are depicted in
flowchart form in FIGS. 3 and 4, respectively, and will now be described beginning
with FIG. 3.
[0028] The process 300 for determining when the first radio communication anomaly is occurring
begins by segmenting the first audio communication 112 into a plurality of audio segments
(302). The squeal detector module 118 then applies a Fast Fourier Transform (FFT)
to each audio segment (304) and determines, from the FFT applied to each audio segment,
the complex modulus of each audio segment (306). The squeal detector module 118 then
calculates, using the complex modulus, the power spectral density of each audio segment
(308). The power spectral density of each audio segment is then compared to a reference
threshold (312). If the power spectral density of each audio segment exceeds the reference
threshold, it is determined that the first radio communication anomaly has occurred
(314).
[0029] Turning now to FIG. 4, the process 400 for determining when second radio communication
anomaly is occurring begins by analyzing, in the processing system, the first audio
communication 112 to determine that the first audio communication is clipped (402).
The above-described speaker diarization process is then implemented on the first and
second audio communication 112, 116 to identify speaker attributes therein (404).
When the first audio communication 112 is clipped and the speaker attributes are identified,
it is determined that the second radio communication anomaly has occurred (406).
[0030] The system and methods described herein will detect overlapping radio transmissions
and alert vehicle operators that such transmissions have occurred.
[0031] Those of skill in the art will appreciate that the various illustrative logical blocks,
modules, circuits, and algorithm steps described in connection with the embodiments
disclosed herein may be implemented as electronic hardware, computer software, or
combinations of both. Some of the embodiments and implementations are described above
in terms of functional and/or logical block components (or modules) and various processing
steps. However, it should be appreciated that such block components (or modules) may
be realized by any number of hardware, software, and/or firmware components configured
to perform the specified functions. To clearly illustrate this interchangeability
of hardware and software, various illustrative components, blocks, modules, circuits,
and steps have been described above generally in terms of their functionality. Whether
such functionality is implemented as hardware or software depends upon the particular
application and design constraints imposed on the overall system. Skilled artisans
may implement the described functionality in varying ways for each particular application,
but such implementation decisions should not be interpreted as causing a departure
from the scope of the present invention. For example, an embodiment of a system or
a component may employ various integrated circuit components, e.g., memory elements,
digital signal processing elements, logic elements, look-up tables, or the like, which
may carry out a variety of functions under the control of one or more microprocessors
or other control devices. In addition, those skilled in the art will appreciate that
embodiments described herein are merely exemplary implementations.
[0032] The various illustrative logical blocks, modules, and circuits described in connection
with the embodiments disclosed herein may be implemented or performed with a general-purpose
processor, a digital signal processor (DSP), an application specific integrated circuit
(ASIC), a field programmable gate array (FPGA) or other programmable logic device,
discrete gate or transistor logic, discrete hardware components, or any combination
thereof designed to perform the functions described herein. A general-purpose processor
may be a microprocessor, but in the alternative, the processor may be any conventional
processor, controller, microcontroller, or state machine. A processor may also be
implemented as a combination of computing devices, e.g., a combination of a DSP and
a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction
with a DSP core, or any other such configuration.
[0033] The steps of a method or algorithm described in connection with the embodiments disclosed
herein may be embodied directly in hardware, in a software module executed by a processor,
or in a combination of the two. A software module may reside in RAM memory, flash
memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable
disk, a CD-ROM, or any other form of storage medium known in the art. An exemplary
storage medium is coupled to the processor such that the processor can read information
from, and write information to, the storage medium. In the alternative, the storage
medium may be integral to the processor. The processor and the storage medium may
reside in an ASIC.
[0034] Techniques and technologies may be described herein in terms of functional and/or
logical block components, and with reference to symbolic representations of operations,
processing tasks, and functions that may be performed by various computing components
or devices. Such operations, tasks, and functions are sometimes referred to as being
computer-executed, computerized, software-implemented, or computer-implemented. In
practice, one or more processor devices can carry out the described operations, tasks,
and functions by manipulating electrical signals representing data bits at memory
locations in the system memory, as well as other processing of signals. The memory
locations where data bits are maintained are physical locations that have particular
electrical, magnetic, optical, or organic properties corresponding to the data bits.
It should be appreciated that the various block components shown in the figures may
be realized by any number of hardware, software, and/or firmware components configured
to perform the specified functions. For example, an embodiment of a system or a component
may employ various integrated circuit components, e.g., memory elements, digital signal
processing elements, logic elements, look-up tables, or the like, which may carry
out a variety of functions under the control of one or more microprocessors or other
control devices.
[0035] When implemented in software or firmware, various elements of the systems described
herein are essentially the code segments or instructions that perform the various
tasks. The program or code segments can be stored in a processor-readable medium or
transmitted by a computer data signal embodied in a carrier wave over a transmission
medium or communication path. The "computer-readable medium", "processor-readable
medium", or "machine-readable medium" may include any medium that can store or transfer
information. Examples of the processor-readable medium include an electronic circuit,
a semiconductor memory device, a ROM, a flash memory, an erasable ROM (EROM), a floppy
diskette, a CD-ROM, an optical disk, a hard disk, a fiber optic medium, a radio frequency
(RF) link, or the like. The computer data signal may include any signal that can propagate
over a transmission medium such as electronic network channels, optical fibers, air,
electromagnetic paths, or RF links. The code segments may be downloaded via computer
networks such as the Internet, an intranet, a LAN, or the like.
[0036] Some of the functional units described in this specification have been referred to
as "modules" in order to more particularly emphasize their implementation independence.
For example, functionality referred to herein as a module may be implemented wholly,
or partially, as a hardware circuit comprising custom VLSI circuits or gate arrays,
off-the-shelf semiconductors such as logic chips, transistors, or other discrete components.
A module may also be implemented in programmable hardware devices such as field programmable
gate arrays, programmable array logic, programmable logic devices, or the like. Modules
may also be implemented in software for execution by various types of processors.
An identified module of executable code may, for instance, comprise one or more physical
or logical modules of computer instructions that may, for instance, be organized as
an object, procedure, or function. Nevertheless, the executables of an identified
module need not be physically located together, but may comprise disparate instructions
stored in different locations that, when joined logically together, comprise the module
and achieve the stated purpose for the module. Indeed, a module of executable code
may be a single instruction, or many instructions, and may even be distributed over
several different code segments, among different programs, and across several memory
devices. Similarly, operational data may be embodied in any suitable form and organized
within any suitable type of data structure. The operational data may be collected
as a single data set, or may be distributed over different locations including over
different storage devices, and may exist, at least partially, merely as electronic
signals on a system or network.
[0037] In this document, relational terms such as first and second, and the like may be
used solely to distinguish one entity or action from another entity or action without
necessarily requiring or implying any actual such relationship or order between such
entities or actions. Numerical ordinals such as "first," "second," "third," etc. simply
denote different singles of a plurality and do not imply any order or sequence unless
specifically defined by the claim language. The sequence of the text in any of the
claims does not imply that process steps must be performed in a temporal or logical
order according to such sequence unless it is specifically defined by the language
of the claim. The process steps may be interchanged in any order without departing
from the scope of the invention as long as such an interchange does not contradict
the claim language and is not logically nonsensical.
[0038] Furthermore, depending on the context, words such as "connect" or "coupled to" used
in describing a relationship between different elements do not imply that a direct
physical connection must be made between these elements. For example, two elements
may be connected to each other physically, electronically, logically, or in any other
manner, through one or more additional elements.
[0039] While at least one exemplary embodiment has been presented in the foregoing detailed
description of the invention, it should be appreciated that a vast number of variations
exist. It should also be appreciated that the exemplary embodiment or exemplary embodiments
are only examples, and are not intended to limit the scope, applicability, or configuration
of the invention in any way. Rather, the foregoing detailed description will provide
those skilled in the art with a convenient road map for implementing an exemplary
embodiment of the invention. It being understood that various changes may be made
in the function and arrangement of elements described in an exemplary embodiment without
departing from the scope of the invention as set forth in the appended claims.
1. A method to detect and alert about radio communication anomalies, comprising:
receiving, in a processing system, a first audio communication, the first audio communication
being audio from a demodulated radio communication;
receiving, in the processing system, a second audio communication, the second audio
communication being audio from a vehicle operator;
processing the first audio communication, in the processing system, to determine,
from at least one audio characteristic, when the first audio communication is characteristic
of a first radio communication anomaly;
processing the first audio communication and the second audio communication, in the
processing system, to determine when the first audio communication and the second
audio communication are causing a second radio communication anomaly; and
alerting the vehicle operator, via an alert generator, when it is determined that
either the first radio communication anomaly or the second radio communication anomaly
occur.
2. The method of claim 1, wherein the at least one audio characteristic includes a power
spectral density of the demodulated audio communication.
3. The method of claim 2, wherein the step of processing the first audio communication
comprises:
segmenting the first audio communication into a plurality of audio segments;
applying a Fast Fourier Transform (FFT) to each audio segment;
determining, from the FFT applied to each audio segment, a complex modulus of each
audio segment; and
calculating, using the complex modulus, the power spectral density of each audio segment.
4. The method of claim 3, further comprising:
comparing the power spectral density of each audio segment to a reference threshold
to determine that the first radio communication anomaly occurred.
5. The method of claim 1, wherein the first radio communication anomaly is when the first
audio communication and second audio communication overlap in a manner that completely
blocks further processing of the first audio communication.
6. The method of claim 1, wherein step of processing the first audio communication and
the second audio communication further comprises:
Implementing, in the processing system, a channel separator to separate the first
audio communication and the second audio communication into separate channels;
analyzing, in the processing system, the first audio communication to determine that
the first audio communication is clipped;
implementing, in the processing system, a speaker diarization process on the second
audio communication and the first audio communication to identify speaker attributes
therein; and
determining that the second radio communication anomaly has occurred when (i) the
first audio communication is clipped and (ii) the speaker attributes are identified.
7. The method of claim 1, wherein the second radio communication anomaly is when the
first audio communication and the second audio communication overlap in a manner that
partially blocks further processing of the first audio communication.
8. The method of claim 1, wherein the alert generator alerts the operator by generating
an audible alert, a visual alert, a haptic alert, or any combination thereof.
9. A system for detecting and alerting about radio communication anomalies, comprising:
an alert generator coupled to receive an alert signal and configured, upon receipt
of the alert signal, to generate an alert; and
a processing system in operable communication with the alert generator, the processing
system configured, by programming instructions, to:
receive a first audio communication, the first audio communication being audio from
a demodulated radio communication;
receive a second audio communication, the second audio communication being audio from
a vehicle operator;
process the first audio communication to determine, from at least one audio characteristic,
when the first audio communication is characteristic of a first radio communication
anomaly;
process the first audio communication and the second audio communication to determine
when the first audio communication and the second audio communication are causing
a second radio communication anomaly; and
generate and supply the alert signal to the alert generator when it is determined
that either the first radio communication anomaly or the second radio communication
anomaly occur.
10. The system of claim 9, wherein:
the at least one audio characteristic includes a power spectral density of the demodulated
audio communication; and
the processing system is configured to process the first audio communication by:
segmenting the first audio communication into a plurality of audio segments;
applying a Fast Fourier Transform (FFT) to each audio segment;
determining, from the FFT applied to each audio segment, a complex modulus of each
audio segment; and
calculating, using the complex modulus, the power spectral density of each audio segment.
11. The system of claim 10, wherein the processing system is further configured to:
compare the power spectral density of each audio segment to a reference threshold
to determine that the first radio communication anomaly occurred.
12. The system of claim 9, wherein the first radio communication anomaly is when the first
audio communication and second audio communication overlap in a manner that completely
blocks further processing of the first audio communication.
13. The system of claim 9, wherein the processing system is configured to process the
first audio communication and the second audio communication by:
implementing, in the processing system, a channel separator module to separate the
first audio communication and the second audio communication into separate channels;
analyzing, in the processing system, the first audio communication to determine that
the first audio communication is clipped;
implementing, in the processing system, a speaker diarization process on the second
audio communication and the first audio communication to identify speaker attributes
therein; and
determining that the second radio communication anomaly has occurred when (i) the
first audio communication is clipped and (ii) the speaker attributes are identified.
14. The system of claim 9, wherein the second radio communication anomaly is when the
first audio communication and the second audio communication overlap in a manner that
partially blocks further processing of the first audio communication.
15. The system of claim 9, wherein the alert generator is configured to alert the operator
by generating an audible alert, a visual alert, a haptic alert, or any combination
thereof.