DocumentCode :
2810992
Title :
Target detection in MIMO radar in the presence of Doppler using complementary sequences
Author :
Qureshi, Tariq R. ; Zoltowski, Michael D. ; Calderbank, Robert
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
2766
Lastpage :
2769
Abstract :
In this paper, we present a method for detecting a point target using multiple antennas when the relative motion between the receivers and the target induces a non-negligible Doppler shift. As a key illustrative example, we consider a 4×4 system employing a unitary matrix waveform set, e.g., formed from Golay complementary sequences. When a non-negligible Doppler shift is induced by the target motion, the wave-form matrix formed from the complementary sequences is no longer unitary, resulting in significantly degraded target range estimates. To solve this problem, we adopt a subspace based approach exploiting the observation that the receive matrix formed from matched filtering of the reflected waveforms has a (non-trivial) null-space. Through processing of the waveforms with the appropriate vector from the null-space, we can significantly improve the detection performance. We provide simulation results to confirm the theoretical analysis.
Keywords :
Doppler shift; MIMO radar; array signal processing; matched filters; object detection; target tracking; Doppler shift; MIMO radar; complementary sequence; matched filtering; multiple antennas; point target detection; Degradation; Doppler radar; Doppler shift; MIMO; Motion detection; Motion estimation; Object detection; Radar antennas; Radar detection; Receiving antennas; Golay complementary sequences; MIMO Radar; subspace signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5496206
Filename :
5496206
Link To Document :
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