DocumentCode :
3510487
Title :
Multiple access demodulation in the lifted signal graph with spatial coupling
Author :
Schlegel, Christian ; Truhachev, Dmitri
Author_Institution :
Dept. of Comput. Sci., Univ. of Alberta, Edmonton, AB, Canada
fYear :
2011
fDate :
July 31 2011-Aug. 5 2011
Firstpage :
2989
Lastpage :
2993
Abstract :
Demodulation in a random multiple access channel is considered where the signals are chosen uniformly randomly with unit energy, a model applicable to several modern transmission systems. It is shown that by lifting (replicating) the graph of this system and randomizing the graph connections, a simple iterative cancellation demodulator can be constructed which achieves the same performance as an optimal symbol-by-symbol detector of the original system. The iterative detector has a complexity that is linear in the number of signals (users), while the direct optimal approach is known to be NP-hard. However, the maximal system load of this lifted graph is limited to α <; 2:074, even for signal-to-noise ratios going to infinity - the system is interference limited. We then show that by introducing spatial coupling and anchoring of the lifted graph, this limitation can be avoided and arbitrary system loads are achievable. Our results apply to several well-documented system proposals, such as IDMA, partitioned spreading, and certain forms of MIMO communications.
Keywords :
MIMO communication; computational complexity; demodulation; multi-access systems; signal processing; MIMO communications; NP-hard; iterative cancellation demodulator; iterative graph-based signal processing; lifted signal graph; multiple access demodulation; optimal symbol-by-symbol detector; random multiple access channel; signal-to-noise ratios; spatial coupling; Couplings; Decoding; Detectors; Equations; Iterative decoding; Multiaccess communication; Signal to noise ratio; iterative decoding; optimal joint detection; random signaling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
ISSN :
2157-8095
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
Type :
conf
DOI :
10.1109/ISIT.2011.6034126
Filename :
6034126
Link To Document :
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