Title :
Diversity order and detection performance of MIMO radar: A relative entropy based study
Author :
Tang, Jun ; Wu, Yong ; Peng, Yingning
Author_Institution :
E&E Dept., Tsinghua Univ., Beijing
Abstract :
Based on Steinpsilas lemma, we use relative entropy as an error exponent measure to study the detection performance of Neyman Pearson (NP) detectors. Both multiple-input-multiple-output (MIMO) radar and phased-array radar are investigated. We introduce the notion of diversity order to get the insights of results. For a bistatic radar where the transmitters and receivers are deployed separately with a fixed total number, the relative entropy measure also enables us to find the optimal fraction of receivers and transmitters. We find that for phased-array radar, the number of transmitters should always be equal to the number of receivers, while for MIMO radar, different configuration schemes should be adopted in different signal noise ratio (SNR) regions.
Keywords :
MIMO communication; diversity reception; entropy; phased array radar; probability; radar detection; radar receivers; Neyman Pearson detector; Stein lemma; bistatic MIMO radar; diversity order; error exponent; multiple-input-multiple-output radar; phased-array radar; probability; radar receiver; relative entropy; Detectors; Entropy; Fluctuations; MIMO; Object detection; Phase noise; Radar detection; Radar measurements; Spaceborne radar; Transmitters; Diversity order; MIMO Radar; Relative Entropy;
Conference_Titel :
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location :
Rome
Print_ISBN :
978-1-4244-1538-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2008.4720967