Title :
On BCJR state metric quantization for turbo equalization
Author :
Kurkoski, Brian M. ; Yamaguchi, Kazuhiko ; Kobayashi, Kingo
Author_Institution :
Dept. of Inf. & Comput. Eng., Univ. of Electro-Commun., Chofu
Abstract :
Vector quantization of the BCJR and Viterbi algorithms´ state metrics for detection of finite-state channels is considered. An estimate is given for the gain associated with vector quantization, over conventional implementations. This is expressed using the volume of the recurrent region, and the maximum state metric difference, which are both intrinsic properties of the channel detector. One application of this gain is the complexity evaluation of a previously proposed lookup-table BCJR implementation. The BCJR algorithm is of interest in turbo equalization used for communication over intersymbol-interference and finite-state Markov channels
Keywords :
Markov processes; Viterbi detection; channel capacity; channel coding; equalisers; intersymbol interference; vector quantisation; BCJR state metric quantization; Viterbi algorithms; channel detection; finite-state Markov channels; intersymbol-interference; turbo equalization; vector quantization; Algorithm design and analysis; Detectors; Hidden Markov models; Intersymbol interference; Iterative decoding; Lattices; Parity check codes; Table lookup; Turbo codes; Vector quantization;
Conference_Titel :
Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-9151-9
DOI :
10.1109/ISIT.2005.1523329