Title :
1-D compact neural networks for wireless communication and mobile computing
Author :
Sheu, Bing J. ; Chen, David C.
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
In this paper, a 1-D compact neural network equalizer which implements the maximum-likelihood sequence estimation (MLSE) is presented. This equalizer uses the novel optimization technique, hardware annealing, which is a deterministic method, to achieve the optimal solution in a short period of time. Performance in equalizing the received signal has been greatly improved
Keywords :
digital communication; 1D compact neural networks; MLSE; deterministic method; hardware annealing; maximum-likelihood sequence estimation; mobile computing; neural network equalizer; optimization technique; wireless communication; AWGN; Annealing; Computer networks; Digital communication; Equalizers; Hardware; Maximum likelihood estimation; Mobile computing; Neural networks; Wireless communication;
Conference_Titel :
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.541655
