DocumentCode
2378391
Title
Typical performance of generalised vector channels
Author
Alamino, Roberto C. ; Saad, David
Author_Institution
Neural Comput. Res. Group, Aston Univ., Birmingham
fYear
2008
fDate
1-3 April 2008
Firstpage
598
Lastpage
602
Abstract
We introduce a general matrix formulation for multiuser channels and analyse the special cases of Multiple-Input Multiple-Output channels, channels with interference and relay arrays under LDPC coding using methods developed for the statistical mechanics of disordered systems. We use the replica method to provide results for the typical overlaps of the original and recovered messages and discuss their implications. The results obtained are consistent with belief propagation and density evolution results but also complement them giving additional insights into the information dynamics of these channels with unexpected effects in some cases.
Keywords
MIMO communication; channel coding; matrix algebra; multiuser channels; parity check codes; statistical analysis; vectors; LDPC coding; belief propagation; density evolution; disordered system; general matrix formulation; generalised vector channel performance; multiple-input multiple-output channel interference; multiuser channel; relay array; replica method; statistical mechanics; AWGN; Collaboration; Decoding; Error correction codes; Interference; MIMO; Multiuser channels; Parity check codes; Physics; Relays;
fLanguage
English
Publisher
ieee
Conference_Titel
Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops, 2008. WiOPT 2008. 6th International Symposium on
Conference_Location
Berlin
Print_ISBN
978-963-9799-18-9
Electronic_ISBN
978-963-9799-18-9
Type
conf
DOI
10.1109/WIOPT.2008.4586143
Filename
4586143
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