DocumentCode :
401948
Title :
Adaptive minimum bit error rate multiuser detection for asynchronous MC-CDMA systems frequency selective Rayleigh fading channels
Author :
Yi, S.I. ; Tsimenidis, C.C. ; Hinton, O.R. ; Sharif, B.S.
Author_Institution :
Sch. of Electr. Electron. & Comput. Eng., Newcastle upon Tyne Univ., UK
Volume :
2
fYear :
2003
fDate :
7-10 Sept. 2003
Firstpage :
1269
Abstract :
An Adaptive minimum bit error rate (MBER) based linear multiuser detection scheme is proposed for an asynchronous multicarrier code-division multiple-access (MC-CDMA) system in frequency selective Rayleigh fading channels. In general, a MC-CDMA system employs the minimum mean square error (MMSE) receiver due to its good performance and amenability to adaptive implementation. However, the MSE cost function is nut optimal in terms of the bit error probability performance of the system. The proposed multiuser detector (MUD) that directly minimizes the BER can significantly improve the performance by employing an adaptive stochastic gradient algorithm based on the estimation of kernel density function in order to adjust the weights in the receiver. Simulation results demonstrate a clear performance improvement by using the proposed multiuser detection scheme.
Keywords :
Rayleigh channels; code division multiple access; error statistics; gradient methods; least mean squares methods; minimisation; multiuser detection; personal communication networks; radio receivers; stochastic processes; BER; MMSE; Rayleigh fading channels; adaptive stochastic gradient algorithm; asynchronous MC-CDMA systems; bit error probability; frequency selective channels; kernel density function; minimum bit error rate; minimum mean square error; multicarrier code-division multiple-access; multiuser detection; Bit error rate; Cost function; Detectors; Error probability; Fading; Frequency; Mean square error methods; Multiaccess communication; Multicarrier code division multiple access; Multiuser detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2003. PIMRC 2003. 14th IEEE Proceedings on
Print_ISBN :
0-7803-7822-9
Type :
conf
DOI :
10.1109/PIMRC.2003.1260316
Filename :
1260316
Link To Document :
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