DocumentCode :
691156
Title :
Joint DOD and DOA Angle Estimation of Coherent Targets for Bistatic MIMO Radar
Author :
Xu Dingjie ; Li Moxuan ; Wang Wei ; Wang Xianpeng
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., Harbin, China
fYear :
2013
fDate :
21-23 Sept. 2013
Firstpage :
1025
Lastpage :
1028
Abstract :
An improved algorithm for joint direction of departure (DOD) and direction of arrival (DOA) estimation in bistatic MIMO radar based on fourth order cumulants is presented. Firstly, the data of receiver is reseted and divided to acquire the rotational invariance property of transmitter and receiver, respectively. The fourth order cumulants matrixes in twain are constructed which is based on the basic definition of the cumulant. Then we use propagator method(PM), which requires only linear operation but does not involve any eigendecomposition of the cumulant matrix, to estimate the DODs and DOAs, respectively. Finally, the maximum likelihood method is used to solve the pairing problem. The proposed method is effective in prohibiting the Gaussian colored noise and improves the performance of the angle estimation. It does not need two-dimensional spectrum peak searching and eigenvalue decomposition on the cumulant matrix, thus the computation complexity is reduced. At the same time, it has no claim on the number of receive arrays or receive arrays. Simulation results are presented to verify the effectiveness and feasibility of the proposed method.
Keywords :
Gaussian noise; MIMO radar; direction-of-arrival estimation; eigenvalues and eigenfunctions; maximum likelihood estimation; radar receivers; radar transmitters; DOA angle estimation; DOD estimation; Gaussian colored noise; PM; bistatic MIMO radar; coherent targets; direction of arrival estimation; direction of departure estimation; eigendecomposition; eigenvalue decomposition; fourth order cumulant matrix; maximum likelihood method; propagator method; receive arrays; receiver rotational invariance property; transmitter rotational invariance property; two-dimensional spectrum peak searching; Colored noise; Direction-of-arrival estimation; Estimation; Frequency selective surfaces; MIMO radar; US Department of Defense; White noise; Bistatic MIMO radar; Colored noise; Fourth order cumulants; Propagator method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
Conference_Location :
Shenyang
Type :
conf
DOI :
10.1109/IMCCC.2013.228
Filename :
6840618
Link To Document :
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