Title :
Direction finding for multiuser correlated signals based on spatial signature estimation in cyclic cumulant domain
Author :
Yao, Minli ; Wang, Yilin ; Yin, Qinye
Author_Institution :
Inst. of Inf. Eng., Xi´´an Jiaotong Univ., China
Abstract :
In a smart antenna system (SAS), direction-of-arrival (DOA) estimation is one of the key issues in implementing SDMA. In this paper, we propose a multiuser spatial signature estimation algorithm, and apply it to DOA estimation for multiuser correlated sources in SAS. The algorithm constructs a new matrix called spatial signature matrix (SS Matrix) in cyclic cumulant domain, and estimates multiuser spatial signature through the decomposition of the SS Matrix. By exploiting the eigen-structure of the forward and backward smoothed covariance matrix of the estimated spatial signature, DOA of cochannel multiuser can be found, and the algorithm automatically groups them for each user. The validity of the algorithm is demonstrated by computer simulation
Keywords :
correlation theory; covariance matrices; direction-of-arrival estimation; eigenvalues and eigenfunctions; space division multiple access; SDMA; cyclic cumulant domain; direction finding; direction-of-arrival estimation; eigenstructure; multiuser correlated signals; smoothed covariance matrix; spatial signature estimation; Covariance matrix; Direction of arrival estimation; Downlink; Fading; Frequency; Matrix decomposition; Mobile antennas; Multiaccess communication; Signal processing algorithms; Synthetic aperture sonar;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.780037