List detection for multi-access channels

作者: A.B. Reid , A.J. Grant , P.D. Alexander

DOI: 10.1109/GLOCOM.2002.1188363

关键词: Communication channelCode division multiple accessMultiuser detectionTime complexityDiscrete mathematicsMulti accessDecoding methodsComputer scienceComputational complexity theory

摘要: We propose a low complexity iterative multiuser decoder. perform the a-posteriori probability calculation based on marginalization of probabilities over subset P highest probable sequences. Given K user symmetric channel this list may be approximated closely with per-bit computational O(K + 2K log K). further show that for any system possessing polynomial optimal detection algorithm it is possible to obtain sequences complexity. highly in time and hence utilize procedure decoding.

参考文章(13)
A.B. Reid, A.J. Grant, P.D. Alexander, Direct proof of polynomial complexity optimum multiuser detection algorithm Electronics Letters. ,vol. 37, pp. 1203- 1204 ,(2001) , 10.1049/EL:20010804
Horst Hamacher, An O(K·n4) algorithm for finding the k best cuts in a network Operations Research Letters. ,vol. 1, pp. 186- 189 ,(1982) , 10.1016/0167-6377(82)90037-2
M. Oussama Damen, K. Abed-Meraim, J.-C. Belfiore, Generalised sphere decoder for asymmetrical space-time communication architecture Electronics Letters. ,vol. 36, pp. 166- 167 ,(2000) , 10.1049/EL:20000168
Paul D. Alexander, Alex J. Grant, Mark C. Reed, Iterative detection in code‐division multiple‐access with error control coding European Transactions on Telecommunications. ,vol. 9, pp. 419- 425 ,(1998) , 10.1002/ETT.4460090504
S. Ulukus, R.D. Yates, Optimum multiuser detection is tractable for synchronous CDMA systems using m-sequences IEEE Communications Letters. ,vol. 2, pp. 89- 91 ,(1998) , 10.1109/4234.664214
C. Sankaran, A. Ephremides, Solving a class of optimum multiuser detection problems with polynomial complexity IEEE Transactions on Information Theory. ,vol. 44, pp. 1958- 1961 ,(1998) , 10.1109/18.705573
E. Viterbo, J. Bouros, A universal lattice code decoder for fading channels IEEE Transactions on Information Theory. ,vol. 45, pp. 1639- 1642 ,(1999) , 10.1109/18.771234
D. Eppstein, Finding the k shortest paths foundations of computer science. pp. 154- 165 ,(1994) , 10.1109/SFCS.1994.365697
M.L. Moher, Multiuser decoding for multibeam systems IEEE Transactions on Vehicular Technology. ,vol. 49, pp. 1226- 1234 ,(2000) , 10.1109/25.875232