DocumentCode :
24935
Title :
Low-Latency Source-Channel Coding for Fading Channels with Correlated Interference
Author :
Saleh, Amr A. ; Alajaji, Fady ; Wai-Yip Chan
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´s Univ., Kingston, ON, Canada
Volume :
3
Issue :
2
fYear :
2014
fDate :
Apr-14
Firstpage :
137
Lastpage :
140
Abstract :
We investigate the problem of sending a Gaussian source over a Rayleigh fading channel with Gaussian correlated interference known to the transmitter using low-latency codes. For the matched bandwidth case between the source and the channel, we show that among all single-letter codes, the uncoded scheme achieves the lowest mean square error distortion under full correlation between source and interference, and hence it is optimal. To benefit from nonlinear strategies for other scenarios, we derive the necessary conditions for optimality and propose an iterative algorithm based on joint optimization between the encoder and the decoder. A reduced-complexity approach for the implementation of the design algorithm is presented based on Monte-Carlo (at the encoder side) and importance sampling (at the decoder side) techniques. Furthermore, the scalability of our low-latency scheme is improved by modifying the search process at the encoder side using a targeted search method.
Keywords :
Gaussian processes; Monte Carlo methods; channel coding; decoding; fading channels; iterative methods; mean square error methods; optimisation; radio transmitters; radiofrequency interference; source coding; Gaussian correlated interference; Monte-Carlo method; Rayleigh fading channel; bandwidth matching; decoder; encoder; iterative algorithm; low-latency source-channel coding; mean square error distortion; reduced-complexity approach; sampling techniques; single-letter codes; transmitter; Algorithm design and analysis; Bandwidth; Decoding; Encoding; Fading; Interference; Monte Carlo methods; Shannon-Kotel'nikov mappings; correlated interference; dirty paper coding; joint source-channel coding;
fLanguage :
English
Journal_Title :
Wireless Communications Letters, IEEE
Publisher :
ieee
ISSN :
2162-2337
Type :
jour
DOI :
10.1109/WCL.2013.120513.130680
Filename :
6683121
Link To Document :
بازگشت