Title :
A Novel Adaptive Equalizer with DCT Domain Second-Order Volterra Series for Nonlinear channel
Author :
Zhao, Haiquan ; Zhang, Jiashu
Author_Institution :
Southwest Jiaotong Univ., Chengdu
Abstract :
Based on analysis of second-order Volterra series nonlinear filter, making use of continuous signal´s DCT domain second-order polynomial nonlinear filter for communication nonlinear channels, a new structure nolinear adaptive equalizer with DCT domain second-order Volterra series is proposed, and adaptive algorithm is deduced with the normalized least mean squares (NLMS). Computer simulations show that no matter what linear channel or nonlinear channel the novel structure nonlinear equalizer can availably cancel nonlinear distortions and intersymbol interference (ISI), moreover bit error rates (BER) performance also gets obviously improvement, especially reduces the number of weight coefficients.
Keywords :
Volterra series; adaptive equalisers; discrete cosine transforms; error statistics; intersymbol interference; nonlinear filters; polynomials; telecommunication channels; BER; DCT domain second-order Volterra series; ISI; bit error rates; communication nonlinear channels; intersymbol interference; nolinear adaptive equalizer; nonlinear channel; nonlinear distortions; normalized least mean squares; second-order polynomial nonlinear filter; Adaptive algorithm; Adaptive equalizers; Algorithm design and analysis; Bit error rate; Computer simulation; Discrete cosine transforms; Intersymbol interference; Nonlinear filters; Polynomials; Signal analysis;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.59