Title
An Improved Precoding Method for Blind Separation of Spatially Correlated Signals
Abstract
Although the Z-domain precoding method for blind separation of spatially correlated sources is proved reliable in theory, it has disadvantages in its implementation since it requires knowledge of precoder zeros at the receiver beforehand. A new method is proposed in this article to find these precoder zeros and estimate the separation vectors of the coded signals at the same time by exploiting the second order statistics feature of the sources and the Z-domain property of the precoders. Compared with the original algorithm, the new method allows the precoder zeros to change and guarantees less bandwidth consumption. Simulation results illustrate the efficiencies of the proposed method.
Year
DOI
Venue
2017
10.1109/CSE-EUC.2017.24
2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC)
Keywords
Field
DocType
improved precoding method,blind separation,spatially correlated signals,Z-domain precoding method,spatially correlated sources,precoder zeros,separation vectors,coded signals,second order statistics feature
Computer science,Algorithm,Theoretical computer science,Bandwidth (signal processing),Precoding,Distributed computing
Conference
Volume
ISSN
ISBN
1
1949-0828
978-1-5386-3222-2
Citations 
PageRank 
References 
0
0.34
14
Authors
3
Name
Order
Citations
PageRank
Liu Yang100.34
Shaohong Zhang2688.92
Zu-yuan Yang331224.12