Title :
Split soft-decision equalization for wireless channels with large delay spread
Author :
Yu, Jean X. ; Li, Yuan ; Luo, Zhi-Quan ; Yoshida, Susumu
Abstract :
A novel split soft-decision equalizer (SSE) with near-optimum performance is proposed for wireless multipath channels with large delay spread. The concept of SSE is significantly different from the traditional notions of the Viterbi algorithm and decision-feedback equalizer. Instead of dealing with received sequence as a combined sequence, it splits the received sequence into its constituent paths. Using an iterative soft-decision algorithm, reliability of the soft decisions on each decomposed element is improved iteratively. The major advantage of SSE is the independence of computation complexity on channel time dispersion. Joint design of SSE with a soft-decision decoder is also considered in this paper. Performance analysis and simulation results show that performance of the proposed algorithm comes very close to that of the logarithmic maximum a posteriori decoder.
Keywords :
Viterbi decoding; computational complexity; decision feedback equalisers; delays; iterative decoding; maximum likelihood decoding; multipath channels; turbo codes; Viterbi algorithm; computation complexity; decision-feedback equalizer; dispersive channel; iterative decoding; iterative soft-decision algorithm; large delay spread; maximum a posteriori decoder; reliability; split soft-decision equalization; turbo code; wireless multipath channel; Decision feedback equalizers; Delay; Intersymbol interference; Iterative algorithms; Iterative decoding; Maximum likelihood decoding; Maximum likelihood estimation; Multipath channels; Performance analysis; Viterbi algorithm; Dispersive channel; equalization; iterative decoding; soft decision; turbo principle;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2004.842000