Title :
Wireless Image Transmission Using Rate-Compatible LDPC Codes
Author :
Pan, Xiang ; Banihashemi, Amir H. ; Cuhadar, Aysegul
Author_Institution :
Dept. of Systems and Computer Engineering, Carleton University, 1125 Colonel By Drive, Ottawa, Ontario, Canada K1S 5B6
Abstract :
In this paper, we propose a combined source/channel coding scheme for transmission of images over fading channels. The proposed scheme employs rate-compatible low-density parity-check (RC-LDPC) codes along with embedded image coders such as JPEG2000 (JP2K) and set partitioning in hierarchical trees (SPIHT). The assignment of channel coding rates to source packets is performed by a fast trellis-based algorithm. Simulation results for the expected peak signal-to-noise ratio (PSNR) of reconstructed images, which are within 1dB of the capacity upper bound over a wide range of channel signal-to-noise ratios (SNR), show considerable improvement compared to existing results under similar conditions. We also investigate the sensitivity of the proposed scheme in the presence of channel estimation error at the transmitter and demonstrate that under most conditions our scheme is more robust compared to existing schemes.
Keywords :
Channel coding; Channel estimation; Fading; Image communication; Image reconstruction; PSNR; Parity check codes; Partitioning algorithms; Signal to noise ratio; Upper bound;
Conference_Titel :
Communications, 2006. ICC '06. IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
1-4244-0355-3
Electronic_ISBN :
8164-9547
DOI :
10.1109/ICC.2006.255225