Title :
Blind multiuser detection based on Improved Infomax and FastICA
Author :
Xuxiu, Zhang ; Tianshuang, Qiu
Author_Institution :
Sch. of Electr. & Inf., Dalian Jiaotong Univ., Dalian, China
Abstract :
The capability of CDMA system is restricted by MAI and Near-far effect problems. Two blind multi-user detector algorithms based on Improved-Infomax and FastICA are proposed and compared in the paper, which could detect target user effectively. These two detectors solve the order indeterminacy of ICA problem by initiating the demix vector with the target user´s spreading codes sequence. Simulation results show that new detectors have good performances in BER(bit error rate), convergence speed and user capability by comparing with traditional method.
Keywords :
code division multiple access; independent component analysis; telecommunication computing; user interfaces; CDMA system; FastICA; Infomax; bit error rate; blind multiuser detection; code division multiple access; demix vector; independent component analysis; multiple-access-interference; near-far effect problems; user spreading codes sequence; Detectors; Error analysis; Independent component analysis; Interference suppression; Multiaccess communication; Multiple access interference; Multiuser detection; Signal processing algorithms; Spread spectrum communication; Uncertainty; FastICA; Infomax; Multi- access interference; Multi-user detection;
Conference_Titel :
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-5845-5
DOI :
10.1109/ICACC.2010.5486813