Target tracking in MIMO radar systems: Techniques and performance analysis
作者： Hana Godrich , Vlad M. Chiriac , Alexander M. Haimovich , Rick S. Blum
DOI: 10.1109/RADAR.2010.5494453
关键词: Fusion center 、 Electronic engineering 、 Path loss 、 Real-time computing 、 Radar 、 MIMO 、 Path (graph theory) 、 Radar tracker 、 Tracking (particle physics) 、 Radar cross-section 、 Engineering
摘要: In this paper, moving target tracking performance in multiple input output (MIMO) radar systems with distributed antennas and non-coherent processing is studied. Due to the use of multiple, widely antennas, MIMO architectures support both centralized decentralized techniques. Each receiving may contribute central by providing either raw data or partially/fully processed data. Estimation analyzed through Bayesian Cramer-Rao bound (BCRB). The BCRB offers insight into effect radars geometric layout, location, propagation path losses on accuracies. It shown that, different loss, manner which estimations are combined fusion center effects overall estimation performance. Two algorithms proposed, corresponding respectively, a modes operation. demonstrated that communication requirements load be reduced at relatively low cost. Based mission needs, system approach: for high accuracy resource-aware tracking.
sci-hub.se 参考文章(13)
Lawrence D Stone, Roy L Streit, Thomas L Corwin, Kristine L Bell, Bayesian Multiple Target Tracking ,(1999)
Yaakov Bar-Shalom, X.-Rong Li, Thiagalingam Kirubarajan, Estimation with Applications to Tracking and Navigation ,(2001)
B. Friedlander, Waveform Design for MIMO Radars IEEE Transactions on Aerospace and Electronic Systems. ,vol. 43, pp. 1227- 1238 ,(2007) , 10.1109/TAES.2007.4383615
Alexander Haimovich, Rick Blum, Leonard Cimini, MIMO Radar with Widely Separated Antennas IEEE Signal Processing Magazine. ,vol. 25, pp. 116- 129 ,(2008) , 10.1109/MSP.2008.4408448
P. Tichavsky, C.H. Muravchik, A. Nehorai, Posterior Cramer-Rao bounds for discrete-time nonlinear filtering IEEE Transactions on Signal Processing. ,vol. 46, pp. 1386- 1396 ,(1998) , 10.1109/78.668800
Chun-Yang Chen, P. P. Vaidyanathan, Properties of the MIMO radar ambiguity function international conference on acoustics, speech, and signal processing. pp. 2309- 2312 ,(2008) , 10.1109/ICASSP.2008.4518108
Qian He, Rick S. Blum, Hana Godrich, Alexander M. Haimovich, Target Velocity Estimation and Antenna Placement for MIMO Radar With Widely Separated Antennas IEEE Journal of Selected Topics in Signal Processing. ,vol. 4, pp. 79- 100 ,(2010) , 10.1109/JSTSP.2009.2038974
E. Fishler, A. Haimovich, R.S. Blum, L.J. Cimini, D. Chizhik, R.A. Valenzuela, Spatial Diversity in Radars—Models and Detection Performance IEEE Transactions on Signal Processing. ,vol. 54, pp. 823- 838 ,(2006) , 10.1109/TSP.2005.862813
Amir Leshem, Oshri Naparstek, Arye Nehorai, Information Theoretic Adaptive Radar Waveform Design for Multiple Extended Targets IEEE Journal of Selected Topics in Signal Processing. ,vol. 1, pp. 42- 55 ,(2007) , 10.1109/JSTSP.2007.897047
Hana Godrich, Alexander M. Haimovich, Rick S. Blum, A MIMO radar system approach to target tracking asilomar conference on signals, systems and computers. pp. 1186- 1190 ,(2009) , 10.1109/ACSSC.2009.5470001