Title :
Joint Source-Channel Coding Based on P-LDPC Codes for Radiography Images Transmission
Author :
Wu, Huihui ; Jiguang, He ; Xu, Liangliang ; Wang, Lin
Author_Institution :
Dept. of Commun. Eng., Xiamen Univ., Xiamen, China
Abstract :
As the demand for e-Health care increases quickly, the transmission of medical images has been a crucial problem which needs to be solved as soon as possible. In the last decade, joint source-channel coding (JSCC), which combines the source coding with the channel coding reasonably to build an integral system so as to obtain significant improvement of system performance has attracted much attention. A framework of transmitting medical images by a P-JSCC scheme constructed from protograph low-density parity-check (P-LDPC) codes is proposed in this paper. Without loss of generality, we exploit a typical radiography image for simulation, and experimental results show that the receiver can recover the transmitted radiography image with good quality even at a very low signal-to-noise ratio (SNR); the P-JSCC scheme outperforms irregular-JSCC and regular-JSCC.
Keywords :
channel coding; medical image processing; parity check codes; radiography; JSCC; P-JSCC scheme; P-LDPC codes; e-health care; irregular-JSCC; joint source-channel coding; medical images; protograph low-density parity-check codes; radiography images transmission; regular-JSCC; source coding; Channel coding; Joints; PSNR; Parity check codes; Radiography; P-JSCC; P-LDPC; Radiography image;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4673-2172-3
DOI :
10.1109/TrustCom.2012.192