DocumentCode :
2317037
Title :
Blind MIMO channel equalisation using matrix momentum natural gradient adaptation
Author :
Morison, Gordon ; Durrani, Tariq
Author_Institution :
Department of Electronic and Electrical Eng, University of Strathclyde, Glasgow G1 1XW, UK
fYear :
2003
fDate :
22-23 Sept. 2003
Firstpage :
1
Lastpage :
9
Abstract :
In this paper the problem of single input multiple output (SIMO) and multiple input multiple output (MIMO) channel equalisation in a frequency selective environment is addressed using blind source separation techniques. Using blind techniques removes the requirement for a training sequence giving an increase in the spectral efficiency of the system. Direction of arrival (DOA) information is not required as the statistical independence of the signals is the only requirement for the separation and equalisation of the source signals. The natural gradient algorithm is embedded within the matrix momentum method to improve the convergence of the standard algorithm. The performance of the algorithm is demonstrated for DPSK signals.
fLanguage :
English
Publisher :
iet
Conference_Titel :
DSP enabled Radio, 2003 IEE Colloquium on
Conference_Location :
Scotland
Type :
conf
DOI :
10.1049/ic.2003.0301
Filename :
5699849
Link To Document :
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