DocumentCode
1854369
Title
The blind QRD-DMS beamformer and its VLSI systolic designs for DS/CDMA systems
Author
Liu, Shang Chieh ; Geraniotis, Evaggelos
Author_Institution
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Volume
6
fYear
1998
fDate
12-15 May 1998
Firstpage
3189
Abstract
In this paper, we present a blindly adaptive beamforming algorithm which is based on the second order interference estimation to maximize the received SINR. Using the desired signature code and the code orthogonal to it, a new code filter is introduced to decompose the received signals into two parts: desired information and interference. The above method motivates us to develop the QR-decomposition based dominant eigenmode search (QRD-DMS) algorithm which is more numerically stable than the DMS one. The corresponding wavefront systolic architecture is also proposed for the VLSI implementation. Compared to the families of minimum mean square error (MMSE) algorithms which need training sequences, we have completed the maximum SINR families by proposing the QRD-DMS method which not only blindly updates the beamforming weights but converges as fast as the QRD-RLS method
Keywords
VLSI; array signal processing; cellular radio; code division multiple access; codes; digital filters; numerical stability; radiofrequency interference; spread spectrum communication; systolic arrays; DS/CDMA systems; QR-decomposition based dominant eigenmode search algorithm; VLSI systolic designs; beamforming weights; blind QRD-DMS beamformer; blindly adaptive beamforming algorithm; code filter; convergence; desired information; interference; maximum SINR families; quadratic residue decomposition; received SINR; received signals; second order interference estimation; signature code; wavefront systolic architecture; Array signal processing; Educational institutions; Information filtering; Information filters; Interference; Mean square error methods; Multiaccess communication; Sensor arrays; Signal to noise ratio; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location
Seattle, WA
ISSN
1520-6149
Print_ISBN
0-7803-4428-6
Type
conf
DOI
10.1109/ICASSP.1998.679542
Filename
679542
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