EP 3407004 A1 20181128 - MISSION PLANNING FOR WEAPONS SYSTEMS
Title (en)
MISSION PLANNING FOR WEAPONS SYSTEMS
Title (de)
MISSIONSPLANUNG FÜR WAFFENSYSTEME
Title (fr)
PLANIFICATION DE MISSION POUR SYSTÈMES D'ARMES
Publication
Application
Priority
EP 17172972 A 20170525
Abstract (en)
A mission planning method for use with a weapon is disclosed. The method comprises: obtaining a first training data set describing the performance of the weapon; using the first training data set and a Gaussian Process (GP) or Neural Network to obtain a first surrogate model giving a functional approximation of the performance of the weapon; and providing the first surrogate model to a weapons system for use in calculating a performance characteristic of the weapon during combat operations.
IPC 8 full level
CPC (source: EP)
F41G 7/006 (2013.01); F41G 7/007 (2013.01); F41G 9/002 (2013.01); F41G 7/002 (2013.01)
Citation (applicant)
- RASMUSSEN C.E; WILLIAMS C.K.I: "Gaussian Process for Machine Learning", 2006, THE MIT PRESS
- SHIN, J.Q; CHOI, T.: "Gaussian Process Regression Analysis for Functional Data", 2011, CRC PRESS
- BISHOP, C.M.: "Neural Networks for Pattern Recognition", 2005, OXFORD UNIVERSITY PRESS
- QUINONERO-CANDELA J.; RASMUSSEN C.E.: "A unifying View of Sparse Approximate Gaussian Process Regression", JOURNAL OF MACHINE LEARNING RESEARCH, vol. 6, 2005, pages 1939 - 1959, XP058214845
Citation (search report)
- [XY] WO 0036362 A1 20000622 - BRITISH AEROSPACE [GB], et al
- [XY] WO 2008129435 A2 20081030 - ALENIA AERONAUTICA SPA [IT], et al
- [Y] SONG KYUNGWOO ET AL: "Data-driven ballistic coefficient learning for future state prediction of high-speed vehicles", 2016 19TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), ISIF, 5 July 2016 (2016-07-05), pages 17 - 24, XP032934988
- [Y] CARL EDWARD RASMUSSEN ET AL: "Gaussian Processes for Machine Learning (GPML) Toolbox", JOURNAL OF MACHINE LEARNING RESEARCH, MIT PRESS, CAMBRIDGE, MA, US, vol. 11, 1 December 2010 (2010-12-01), pages 3011 - 3015, XP058336466, ISSN: 1532-4435
- [A] D. NICHOLSON: "Defence Applications of Agent-Based Information Fusion", THE COMPUTER JOURNAL, vol. 54, no. 2, 1 February 2011 (2011-02-01), pages 263 - 273, XP055004119, ISSN: 0010-4620, DOI: 10.1093/comjnl/bxq045
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
DOCDB simple family (application)
EP 17172972 A 20170525