Title :
Performance analysis on MIMO radar waveform based on mutual information and minimum mean-square error estimation
Author :
Zheng Liu ; Zhao, R. ; Yunfo Liu ; Zijing Zhang
Author_Institution :
Key Lab. for Radar Signal Process., Xidian Univ., Xi´an
Abstract :
Multiple-input multiple-output (MIMO) technology can improve the performance of radar by spatial diversity. Two methods for designing MIMO radar waveform are introduced in this paper. The first one is to design waveforms that maximize the conditional mutual information (MI) between the reflected waveform and the channel impulse response. The second one is to minimize the minimum mean-square error (MMSE) in channels estimation. A particular analysis of detection performance is made here to illuminate the improvement. Finally the simulation results are presented and the performances of the two approaches are compared.
Keywords :
MIMO systems; channel estimation; diversity reception; least mean squares methods; radar signal processing; transient response; MIMO radar waveform; channel estimation; channel impulse response; minimum mean-square error estimation; mutual information; spatial diversity; Detection Performance; MI; MIMO radar; MSE;
Conference_Titel :
Radar Conference, 2009 IET International
Conference_Location :
Guilin
Print_ISBN :
978-1-84919-010-7