Space-time adaptive processing (STAP) with limited sample support

IEEE National Radar Conference - Proceedings

Volumn , Issue , 2004, Pages 366-371

  Li, Ping ^a   Schuman, Harvey ^a   Michels, James H ^b   Himed, Braham ^b  

^a SYRACUSE RESEARCH CORPORATION   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTANT FALSE ALARM RATE (CFAR); GROUND MOVING TARGET INDICATORS (GMTI); MULTIPLE PASS PROCESSING (MPP); PARAMETRIC ADAPTIVE MATCHED FILTERS (PAMF);

ADAPTIVE FILTERING; DATA REDUCTION; DOPPLER RADAR; KALMAN FILTERING; PARAMETER ESTIMATION; RADAR ANTENNAS; RADAR CLUTTER; RADAR TARGET RECOGNITION;

SPACE TIME ADAPTIVE PROCESSING;

EID: 4544378017     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. M. Rangaswamy and J. Michels, "A Parametric Multichannel Detection Algorithm for Correlated Non-Gaussian Random Processes," Proceeding of the 1997 IEEE National Radar Conference (NATRAD '97), Syracuse, NY, pp. 349-354, 13-15 May 1997.
2. J.H. Michels, et. al., Multichannel Parametric Adaptive Matched Filter-Receiver, U.S. Patent No. 6,226,321, issued 1 May 2001.
3. J. Roman, et al., "Parametric Adaptive Matched Filter for Airborne Radar Applications," IEEE Trans. Aerospace & Electronic. Systems, Vol. 36, No. 2, pp. 677-691, April 2000.
4. J. S. Bergin and P. M. Techau, "High-Fidelity Site-Specific Radar Simulation: KASSPER '02 Workshop Datacube," Information Systems Laboratories, Inc. Report ISL-SCRD-TR-02-105, Vienna, VA, May 15, 2002.
5. J.H. Michels, B. Himed, M. Rangaswamy, "Performance of STAP tests in Gaussian and compound-Gaussian clutter," Digital Signal Processing, Vol. 30, No. 4, pp. 309-324, October 2000.
6. J.H. Michels, B. Himed, M. Rangaswamy, "Evaluation of the Normalized Parametric Adaptive Matched Filter STAP Test in Airborne Radar Clutter," Proceedings of the IEEE 2000 International Radar Conference, Arlington, VA, pp. 769-774, 7-12 May 2000.
7. th Annual Workshop on Adaptive Sensor Array Processing, Lincoln Laboratory, Lexington MA, 13-14 March 2001.
8. L.L. Scharf, Statistical Signal Processing, Addison-Wesley, 1991.
9. H. Wang and L. Cai., "On Adaptive Spatial-Temporal Processing for Airborne Surveillance Radar Systems," IEEE Trans AES, AES-30, pp 660-670, July 1994.
10. th Conf. on Information Science and Systems, Princeton University 21-23 March 1990.
11. W. Chen and I.S. Reed, "A new CFAR detection test for radar," Digital Signal Processing, 1, pp. 198-214, 1991.
12. F. C. Robey, D. R. Fuhrmann, E. J. Kelly, R. Nitzberg," A CFAR adaptive matched filter detector," IEEE Trans. on Aerospace and Electronic Systems, pp. 208-216, January 1992.
13. J. H. Michels, "A Parametric Detection Approach Using Multichannel Processes," RADC-TR-89-306, AFRL, Rome Site, Rome, NY, November 1989. (See also, NTIS ADA-219-238.)
14. S. Kraut and L. Scharf, "The CFAR Adaptive Subspace Detector is a Scale-Invariant GLRT," IEEE Trans. on Sig. Proc., Vol. 47, No. 9, pp. 2538-2541, September 1999.
15. W. L. Melvin, "Nonhomogeneity Detection for Adaptive Signal Processing," 1996 IASTED International Conference on Signal and Image Processing, Orlando, FL, 11-14 November 1996.
16. J.H. Michels, Discussion notes on "Innovations Inner Product," January 2003. Also, "Robust STAP Detection in a Dense Signal Airborne Radar Environment," to be published.
17. J.H. Michels, Discussion notes on "Innovations Inner Product," January 2003. Also, "Robust STAP Detection in a Dense Signal Airborne Radar Environment," to be published.
18. E. J. Baranoski, "Constraint Optimization for Partially Adaptive Subspace STAP Algorithms," Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems and Computers, Volume 2, pp. 1527-1531, 1-4 November 1998.
19. P. Li, et. al, "A new Parametric GLRT detector for Airborne Radarsow Sample Support Applications," In preparation.
20. Kelly, E.J., "An Adaptive Detection Algorithm," IEEE Trans. Aero. Elec. Sys., AES-22, pp. 115-127, March 1986.
21. H. K. Schuman and P. G. Li, "STAP for Low Sample Support Applications," Syracuse Research Corporation Report TR 03-1598, Sponsored by AFRL under Contract No. F30602-02-C-0218, to be published in or about February 2004. (See disc, on SNIP.)