Title
A Bidirectional Adaptive Sequential Gaussian Approximation for MIMO Systems.
Abstract
A bidirectional adaptive detection method was proposed to prevent error propagation based on sequential Gaussian approximation algorithm for MIMO systems. Conventional sequential Gaussian approximation detection executes a tree search at the receiver, when the number of searching paths is large, error propagation is well prevented at the cost of high complexity, when few paths are searched, serious error propagation may occur. In the new method, transmitted symbols were estimated parallel both in sequential order and inverse order, and the number of searching paths was determined by comparing the results of bidirectional detection, which can effectively prevent error propagation at reduced complexity. The novel algorithm can be executed at low delay because of parallel computing, and shows good performance at low complexity.
Year
DOI
Venue
2006
10.1109/VTCF.2006.127
VTC Fall
Keywords
Field
DocType
error propagation,parallel computer,gaussian processes,signal detection,computational complexity
Inverse,Mimo systems,Mathematical optimization,Propagation of uncertainty,Detection theory,Computer science,Algorithm,Electronic engineering,Gaussian approximation,Gaussian process,Low delay,Computational complexity theory
Conference
Volume
Issue
ISSN
null
null
null
ISBN
Citations 
PageRank 
1-4244-0063-5
0
0.34
References 
Authors
4
3
Name
Order
Citations
PageRank
Fan Wang100.34
Wei Zhao23532404.01
Yong Xiong3121.68