DocumentCode
1306644
Title
A novel blind estimation algorithm
Author
Lai, Wai-Kuen ; Ching, P.C.
Author_Institution
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
Volume
45
Issue
7
fYear
1997
fDate
7/1/1997 12:00:00 AM
Firstpage
1763
Lastpage
1769
Abstract
In this paper, we propose a cumulant-based blind signal estimation algorithm for estimating the channel matrix in an n-sensor m-source system. The only available information is the output of the n sensors. The algorithm first deduces the number of sources, which may be greater than or equal to the number of sensors, from the output cumulant matrix. Then, by suitably arranging the elements within that matrix, the entries of the original channel matrix are estimated row by row. Simulations results are given to illustrate the performance of the algorithm
Keywords
array signal processing; estimation theory; higher order statistics; matrix algebra; blind estimation algorithm; channel matrix; cumulant-based blind signal estimation algorithm; n-sensor m-source system; output cumulant matrix; performance; simulations; Additive noise; Covariance matrix; Estimation; Gaussian noise; Narrowband; Partitioning algorithms; Sensor arrays; Sensor phenomena and characterization; Signal processing algorithms; Signal resolution;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.599945
Filename
599945
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