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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.679542