Title :
Spatial signature estimation in cyclic cumulant domain and multiuser signal separation in uplink SDMA
Author :
Yin, Qinye ; Yao, Minli
Author_Institution :
Inst. of Inf. Eng., Xi´´an Jiaotong Univ., China
Abstract :
In smart antenna systems (SAS), the most compelling research work is the space-division multiple-access (SDMA) which includes uplink source separation and downlink selective transmission. We propose a subspace-based spatial signature estimation algorithm of cochannel multiuser signals by jointly exploiting cumulant and cyclostationarity, and apply it to multiuser signal copy in uplink SDMA. Our method constructs a new matrix called the spatial signature matrix (SS matrix), and estimates the multiuser spatial signature through the eigen-decomposition of the SS matrix. Based on estimated spatial signature, a spatial filter bank is designed for cochannel multiuser waveform estimation. Computer simulations show that the spatial response of the filter bank can be used to find the direction-of-arrival (DOA) of the correlated multiuser signals
Keywords :
adaptive antenna arrays; array signal processing; channel bank filters; direction-of-arrival estimation; eigenvalues and eigenfunctions; filtering theory; higher order statistics; land mobile radio; matrix algebra; multiuser channels; radio links; space division multiple access; DOA; cochannel multiuser signals; cochannel multiuser waveform estimation; computer simulations; correlated multiuser signals; cyclic cumulant domain; cyclostationarity; direction-of-arrival; downlink selective transmission; eigen-decomposition; estimated spatial signature; multiuser signal copy; multiuser signal separation; smart antenna systems; space-division multiple-access; spatial filter bank; spatial response; spatial signature estimation; spatial signature matrix; subspace-based spatial signature estimation algorithm; uplink SDMA; uplink source separation; Base stations; Computer simulation; Direction of arrival estimation; Downlink; Fading; Multiaccess communication; Source separation; Spatial filters; Synthetic aperture sonar; Transmitting antennas;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.761359