Neural network techniques in electromagnetic target classification: A comparison study

IEEE Antennas and Propagation Society International Symposium: Wireless Technologies and Information Networks, APS 1999 - Held in conjunction with USNC/URSI National Radio Science Meeting

Volumn 4, Issue , 1999, Pages 2222-2225

  Turhan Sayan, Gönül ^a,b   Ince, Türker ^a,c  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b SCIENTIFIC AND TECHNOLOGICAL RESEARCH COUNCIL OF TURKEY   (Turkey)

^c University of Massachusetts Amherst   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; INFORMATION SERVICES; SELF ORGANIZING MAPS; WIRELESS TELECOMMUNICATION SYSTEMS;

COMPARISON STUDY; CONVENTIONAL CLASSIFIER; MULTI-LAYER PERCEPTRON CLASSIFIERS; NEURAL NETWORK TECHNIQUES; REAL TIME; TARGET CLASSIFICATION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 13944261424     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/APS.1999.789251     Document Type: Conference Paper

References (6)

1. S. Haykin, Neural Networks: A Comprehensive Foundation, Macmillan Collage Publishing Company, New York, 1994.
2. M.W. Roth, "Survey of Neural Network Technology for Automatic Target Recognition," IEEE Trans. Neural Networks, Vol. 1, No. 1, pp. 28-41, March 1990.
3. T. Ince, Electromagnetic Target Classification by Using Time-Frequency Analysis and Neural Networks, Master Thesis, Middle East Technical University, August 1996.
4. G. Turhan-Sayan, S. Inan, T. Ince and K. Leblebicioglu, "Applications of Artificial Neural Networks and Genetic Algorithms to Electromagnetic Target Classification," NATO RTO-SCI Symposium Proceedings, RTO-MP-3, pp. 23-1 till 23-10, November 1998.
5. G. Turhan-Sayan, K. Leblebicioglu and T. Ince, "Electromagnetic Target Classification Using Time-Frequency analysis and Neural Networks," to appear in Microwave and Optical Technology Letters, April 1999 issue.
6. L. Cohen, Time-Frequency Analysis, Prentice Hall PTR, Prentice Hall Inc., NJ, 1995.