TY - GEN
T1 - Asynchronous MC-CDMA multiuser detection employing hybrid immune clonal selection algorithm
AU - Jianping, An
AU - Binbin, Xu
PY - 2008
Y1 - 2008
N2 - In this paper, we present an multiuser detection (MUD) method employing hybrid immune clonal selection algorithm (ICSA) for an asynchronous multicarrier codedivision multiple-access (MC-CDMA) communications systems in frequency selective Rayleigh fading channels. We consider the MUD problem from a combinatorial optimization viewpoint and introduce the ICSA in heuristic search by imitating the evolutionary mechanism of antibodies. Moreover, Hopfield neural networks (HNNs) are embedded into the ICSA to improve further the affinity of the antibodies at each generation. In this way, computational complexity of the hybrid ICSA scheme called ICSAHNN can be reduced due to fast convergence of the HNN operator. Simulation results are also shown that the proposed scheme can achieve significant performance improvement in terms of bit-errorrate (BER) with an lower complexity.
AB - In this paper, we present an multiuser detection (MUD) method employing hybrid immune clonal selection algorithm (ICSA) for an asynchronous multicarrier codedivision multiple-access (MC-CDMA) communications systems in frequency selective Rayleigh fading channels. We consider the MUD problem from a combinatorial optimization viewpoint and introduce the ICSA in heuristic search by imitating the evolutionary mechanism of antibodies. Moreover, Hopfield neural networks (HNNs) are embedded into the ICSA to improve further the affinity of the antibodies at each generation. In this way, computational complexity of the hybrid ICSA scheme called ICSAHNN can be reduced due to fast convergence of the HNN operator. Simulation results are also shown that the proposed scheme can achieve significant performance improvement in terms of bit-errorrate (BER) with an lower complexity.
UR - http://www.scopus.com/inward/record.url?scp=57649146967&partnerID=8YFLogxK
U2 - 10.1109/ICNC.2008.728
DO - 10.1109/ICNC.2008.728
M3 - Conference contribution
AN - SCOPUS:57649146967
SN - 9780769533049
T3 - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
SP - 187
EP - 191
BT - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
T2 - 4th International Conference on Natural Computation, ICNC 2008
Y2 - 18 October 2008 through 20 October 2008
ER -