FIR multichannel identification using weighted cumulant matrix
Jing Liang; Zhi Ding
Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on
Volume 2, Issue , 2000 Page(s):1573 - 1577 vol.2
Digital Object Identifier 10.1109/ACSSC.2000.911254
Summary:Blind identification of FIR multichannel using higher-order
statistics (HOS) is investigated. A new linear approach is proposed
which generalizes the weighted slices method for single FIR channel
estimation. By finding the proper linear combinations, channel response
is obtained from the weighted cumulant matrix with Toeplitz structure.
This general algorithm works for both single user and multiuser
scenario. It relaxes the identification condition of the original method
and demonstrates performance improvement
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