Extended target recognition in cognitive radar networks

Sensors (Switzerland)

Volumn 10, Issue 11, 2010, Pages 10181-10197

  Wei, Yimin ^a   Meng, Huadong ^a   Liu, Yimin ^a   Wang, Xiqin ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Cognitive radar network; Radar waveform design; Target recognition

Indexed keywords

ADAPTIVE WAVEFORM DESIGN; AMPLITUDE FLUCTUATIONS; COGNITIVE RADAR NETWORKS; GENERALIZED LIKELIHOOD RATIO; PERFORMANCE IMPROVEMENTS; RADAR WAVEFORMS; SEQUENTIAL HYPOTHESIS TESTING; TARGET RECOGNITION;

RADAR MEASUREMENT; RADAR SYSTEMS; STRESS INTENSITY FACTORS; WAVEFORM ANALYSIS;

RADAR TARGET RECOGNITION;

ALGORITHM; ARTICLE; TELECOMMUNICATION;

ALGORITHMS; RADAR;

EID: 84871057263     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s101110181     Document Type: Article

References (26)

1. Mitchell, R.A.; Dewall, R. Overview of high range resolution radar target identification. In Proceedings of Automatic Target Recognition Working Group, Target Recognition Working Group: Monterey, CA, USA, November 1994.
2. Li, H.J.; Yang, S.H. Using range profiles as feature vectors to identify aerospace objects. IEEE Trans. Antennas Propag. 1993, 3, 261-268.
3. Zyweck, A.; Bogner, R.E. Radar target classification of commercial aircraft. IEEE Trans. Aerosp. Electron. Syst. 1996, 2, 598-606.
4. Mitchell, R.A. Robust High Range Resolution Radar Target Identification Using a Statistic Feature Based Classifier with Feature Level Fusion. Ph.D. Dissertation, University of Dayton, Dayton, OH, USA, December 1997.
5. Jacobs, S.P.; O'Sullivan, J.A. Automatic target recognition using sequences of high resolution radar range profiles. IEEE Trans. Aerosp. Electron. Syst. 2000, 2, 364-382.
6. Du, L.; Liu, H.; Bao, Z.; Xing, M. Radar HRRP target recognition based on higher order spectra. IEEE Trans. Signal Process. 2005, 7, 2359-2368.
7. Bell, M.R. Information theory and radar waveform design. IEEE Trans. Inform. Theory 1993, 5, 1578-1597.
8. Guerci, J.R.; Pillai, S.U. Theory and application of optimum transmit-receive radar. In Proceedings of the 2000 IEEE International Radar Conference, Washington, DC, USA, May 2000; pp. 705-710.
9. Haykin, S. Cognitive radar: A way of the future. IEEE Sig. Process. Mag. 2006, 1, 30-40.
10. Goodman, N.A.; Venkata, P.R.; Neifeld, M.A. Adaptive waveform design and sequential hypothesis testing for target recognition with active sensors. IEEE J. Selected Topics in Sig. Process. 2007, 1, 105-113.
11. Wald, A. Sequential tests of statistical hypotheses. Ann. Math. Stat. 1945, 2, 117-186.
12. Tartakovsky, A.G. Asymptotically optimal sequential tests for nonhomogeneous processes. Sequential Analysis 1998, 1, 33-61.
13. Pillai, S.U.; Oh, H.S.; Youla, D.C.; Guerci, J.R. Optimum transmit-receiver design in the presence of signal-dependent interference and channel noise. IEEE Trans. Inform. Theory 2000, 2, 577-584.
14. Wei, Y.M.; Meng, H.D.; Wang, X.Q. Adaptive single-tone waveform design for target recognition in cognitive radar. In Proceedings of the 2009 IET International Radar Conference, Guilin, China, April 2009; pp. 707-710.
15. Bae, J.H.; Goodman, N.A. Adaptive waveforms for target class discrimination. In Proceedings of the Fourth Int. Waveform Diversity and Design Conference, Pisa, Italy, June 2007; pp. 395-399.
16. Salmond, D.; Parr, M. Track maintenance using measurements of target extent. IEE Proc. Radar Sonar Navig. 2003, 6, 389-395.
17. Liang, Q. Radar sensor networks: Algorithms for waveform design and diversity with application to ATR with delay-doppler uncertainty. EURASIP J. Wireless Comm. Network. 2007, 2007, doi: 10.1155/2007/89103.
18. Haykin, S. Cognitive radar networks. In Proceedings of the Fourth IEEE Workshop on Sensor Array and Multichannel Process, Waltham, MA, USA, July 2006; pp. 1-24.
19. Srininasan, R. Distributed radar detection theory. IEEE Proc. 1986, 133, 55-60.
20. Geraniotis, E.; Chau, Y. Robust data fusion for multisensor detection systems. IEEE Trans. Inform. Theory 1990, 6, 1265-1279.
21. Waltz, E.; Llinas, J. Multisensor Data Fusion; Artech House: Boston, MA, USA, 1990.
22. Sen, S.; Nehorai, A. Target detection in clutter using adaptive OFDM radar. IEEE Signal Process. L. 2009, 7, 592-595.
23. Dogandzic, A.; Nehorai, A. Generalized multivariate analysis of variance: A unified framework for signal processing in correlated noise. IEEE Signal Process. Mag. 2003, 5, 39-54.
24. Xing, M.; Bao, Z.; Pei, B. The properties of high-resolution range profiles. Opt. Eng. 2002, 2, 493-504.
25. Pei, B.; Bao, Z. Multi-aspect radar target recognition method based on scattering centers and HMMs classifiers. IEEE Trans. Aerosp. Electron. Syst. 2005, 3, 1067-1074.
26. Kim K.; Kim, H. Two-dimensional scattering center extraction based on multiple elastic modules network. IEEE Trans. Antennas Propag. 2003, 4, 848-861.