Title :
Robust suboptimal fuzzy equalizer in nonlinear DS-CDMA systems
Author :
Tsai, Chang-Lan ; Chen, Bor-Sen
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
Direct-sequence Code-division multiple-access (DS-CDMA) has merged as proper format for wireless communication systems. As a result of multiple-access interference (MAI), inter-symbol interference (ISI), narrowband interference (NBI) and nonlinearities in channels, DS-CDMA systems can suffer deterioration in performance. In practical application, it is difficult to design optimal equalizer for nonlinear DS-CDMA systems. Here, we use fuzzy models as the nonlinear interpolation of several linear channels. Based on fuzzy linear interpolation channel, a robust suboptimal fuzzy equalizer is proposed to efficiently compensate the nonlinear channel, MAI, ISI and channel noise to reconstruct the transmitted signals for each user. The robust suboptimal equalization design problem is transformed to a linear matrix inequality problem, which can be efficiently solved convex optimization technique.
Keywords :
code division multiple access; equalisers; fuzzy set theory; fuzzy systems; interpolation; intersymbol interference; linear matrix inequalities; nonlinear systems; optimisation; spread spectrum communication; Kalman filtering; channel noise; clustering; convex optimization technique; direct sequence code division multiple access; fuzzy linear interpolation channel; fuzzy models; inter symbol interference; linear matrix inequality problem; multiple access interference; narrowband interference; nonlinear DS-CDMA systems; nonlinear interpolation channel; robust suboptimal equalization design problem; robust suboptimal fuzzy equalizer; transmitted signals; wireless communication systems; Equalizers; Fuzzy systems; Interpolation; Intersymbol interference; Linear matrix inequalities; Multiaccess communication; Multiple access interference; Narrowband; Noise robustness; Wireless communication;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1206585