High-accuracy, low-ambiguity emitter classification using an advanced Dempster-Shafer algorithm

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5429, Issue , 2004, Pages 410-420

  Black, Dorwin C ^a   Sciortino Jr , John C ^a   Altoft, John R ^b  

^a NAVAL RESEARCH LABORATORY   (United States)

^b ALTEK Systems Research LLC   (Canada)

Author keywords

Automatic classification; Dempster shafer; Emitter identification

Indexed keywords

AUTOMATIC CLASSIFICATION; DEMPSTER-SHAFER; EMITTER IDENTIFICATION; PROCESS FLOW;

ACCIDENT PREVENTION; ALGORITHMS; HIERARCHICAL SYSTEMS; INFORMATION ANALYSIS; MATHEMATICAL MODELS; PROCESS CONTROL; PULSE WIDTH MODULATION; SENSORS; SURVEILLANCE RADAR;

SIGNAL PROCESSING;

EID: 8844235055     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.542593     Document Type: Conference Paper

References (10)

1. Shafer G. and R. Logan (1987). "Implementing Dempster's Rule for Hierarchical Evidence", Artificial Intelligence, Vol. 33, pp. 271-298.
2. Barnett, J. A. (1981). "Computational Methods for a Mathematical Theory of Evidence", Proc. of IJCAI.-81, pp. 868-75.
3. Altoft, J.R. and B. Ford (1994). "Applications of Dempster-Shafer Belief Theory to CANEWS 2", Defence Research Establishment Ottawa, Report No. 1243, October 1994.
4. Ford, B., J. Bell, and A. Gerkema (1999). "Testing CANEWS 2 for Naval Research Laboratory Using March 1999 Data", Defence Research Establishment Ottawa, Technical Memorandum DREO TM 1999-033, May 1999.
5. th Joint EW Conference, 30 April - 3 May 2001, Naval Post-Graduate School, Monterey CA.
6. th Joint EW Conference, 6 May - 9 May 2002, Lackland Air Force Base, San Antonio TX.
7. Black D.C., J.C. Sciortino Jr., and J.R. Altoft, (2003) "Recent Progress in Implementing a Dempster-Shafer Algorithm for Improved ESM Emitter Identification", Proceedings of the 48th Joint EW Conference, 6-8 May 2003, Naval Post-Graduate School, Monterey, CA.
8. Wiley, R.G., The Analysis of Radar Signals, Artech House, Boston, 2nd edition, 1993.
9. th RMC Symposium on Applications of Advanced Software in Engineering, pp. 52-67, Royal Military College of Canada, Kingston, Ontario, May 1995.
10. Sciortino, J. C., Jr.; J. F. Smith III; Bz. Kamgar-Parsi, and CDR R. Franciose (2001). "Implementation of Battlespace Agents for Network-Centric Electronic Warfare", SPIE 15th AeroSense Symposium, Conference 4396: Battlespace Digitization and Network Centric Warfare, Orlando, FL, 16-20 April 2001, Paper 4396-17