Title :
A fuzzy adaptive multiuser detector in CDMA communication systems
Author :
Jang, Jiho ; Ha, Kilsik ; Seo, BoSeok ; Sangyun Lee ; Lee, Sangyun
Author_Institution :
Inst. of New Media & Commun., Seoul Nat. Univ., South Korea
Abstract :
A fuzzy adaptive multiuser detector in code-division multiple access (CDMA) communication systems is proposed. This study is motivated by the work with fuzzy adaptive equalization technique based on fuzzy IF-THEN rules. The proposed detector can be adapted via a linear adaptation algorithm under the minimum mean squared error (MMSE) criterion even when the system environment is either unknown or changing. The bit error rate of the proposed detector is compared with those of the optimum detector, the conventional detector and the multilayer perceptron detector. The simulation results show that the proposed detector is very robust against the strength of interfering signals and its performance is comparable to that of the optimum detector.
Keywords :
adaptive equalisers; adaptive signal detection; band-pass filters; code division multiple access; error statistics; fuzzy logic; matched filters; radiofrequency interference; spread spectrum communication; CDMA communication systems; MMSE criterion; bit error rate; code-division multiple access; fuzzy IF-THEN rules; fuzzy adaptive equalization; fuzzy adaptive multiuser detector; interfering signals; linear adaptation algorithm; matched filter bank; minimum mean squared error; multilayer perceptron detector; optimum detector; performance; simulation results; spread spectrum signal; system environment; Adaptive signal detection; Additive noise; Amplitude estimation; Decorrelation; Detectors; Fuzzy systems; Matched filters; Multiaccess communication; Multilayer perceptrons; Robustness;
Conference_Titel :
Communications, 1998. ICC 98. Conference Record. 1998 IEEE International Conference on
Conference_Location :
Atlanta, GA, USA
Print_ISBN :
0-7803-4788-9
DOI :
10.1109/ICC.1998.683136