Title :
Low and high-delay source-channel coding with bandwidth expansion and correlated interference
Author :
Saleh, Amr A. ; Wai-Yip Chan ; Alajaji, Fady
Author_Institution :
Queen´s Univ., Kingston, ON, Canada
Abstract :
We consider the problem of sending a Gaussian source over an additive white Gaussian noise channel with Gaussian correlated interference known to the transmitter. We study both low-delay and asymptotically high-delay (in the sense of infinite source and coding block lengths) joint source-channel coding schemes based on purely analog and hybrid-digital analog (HDA) schemes with bandwidth expansion, respectively. The achievable (square error) distortion region of these schemes under matched and mismatched noise power is analyzed. The low-delay scheme uses a non-parametric analog mapping that is designed using a joint optimization of the encoder and the decoder. Numerical results show that the non-parametric approach adapts better to the interference than the classical linear scheme. For the high-delay regime, we establish a lower bound on the system´s distortion and propose a layered HDA scheme based on Wyner-Ziv and HDA Costa coding. The proposed HDA scheme is shown to perform close to the derived bound and to be resilient under noise mismatch.
Keywords :
AWGN channels; channel coding; codecs; distortion; source coding; transmitters; Gaussian correlated interference; Gaussian source; HDA Costa coding; Wyner-Ziv coding; additive white Gaussian noise channel; bandwidth expansion; coding block lengths; decoder; distortion region; encoder; high-delay source-channel coding; hybrid-digital analog schemes; infinite source; joint source-channel coding schemes; linear scheme; low-delay source-channel coding; matched noise power; mismatched noise power; nonparametric analog mapping; nonparametric approach; square error; transmitter; Bandwidth; Decoding; Encoding; Interference; Joints; Noise level; Receivers;
Conference_Titel :
Information Theory (CWIT), 2013 13th Canadian Workshop on
Conference_Location :
Toronto, ON
DOI :
10.1109/CWIT.2013.6621593