Title :
Typical performance of generalised vector channels
Author :
Alamino, Roberto C. ; Saad, David
Author_Institution :
Neural Comput. Res. Group, Aston Univ., Birmingham
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;
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
DOI :
10.1109/WIOPT.2008.4586143