Title :
CMA and Soft Decision-Directed Scheme for Semi-Blind Beamforming of QAM Systems
Author :
Chen, S. ; Yao, W. ; Hanzo, L.
Author_Institution :
Sch. of Electron. & Comput. Sci., Southampton Univ., Southampton
Abstract :
We propose a semi-blind adaptive beamforming approach for wireless systems that employ high-throughput quadrature amplitude modulation signalling schemes. A minimum number of training symbols, equal to the number of receive antenna-array´s elements, are first utilised to provide a rough initial least squares estimate of the beamformer´s weight vector. A concurrent constant modulus algorithm and soft decision- directed scheme, originally developed for single-user blind channel equalisation, is then applied to adapt the beamformer. It is demonstrated that this semi-blind adaptive beamforming scheme is capable of converging fast to the minimum mean-square-error beamforming solution.
Keywords :
array signal processing; least mean squares methods; quadrature amplitude modulation; radiocommunication; telecommunication signalling; CMA; QAM systems; antenna-array elements; beamformer weight vector; concurrent constant modulus algorithm; initial least squares estimate; minimum mean-square-error beamforming solution; quadrature amplitude modulation signalling schemes; semi-blind adaptive beamforming; single-user blind channel equalisation; soft decision-directed scheme; wireless systems; Adaptive algorithm; Adaptive arrays; Antenna arrays; Array signal processing; Blind equalizers; Computational complexity; Least squares approximation; Quadrature amplitude modulation; Receiving antennas; Throughput;
Conference_Titel :
Vehicular Technology Conference, 2008. VTC 2008-Fall. IEEE 68th
Conference_Location :
Calgary, BC
Print_ISBN :
978-1-4244-1721-6
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2008.178