DocumentCode :
2536133
Title :
Efficient image transmission through analog error correction
Author :
Yang Liu ; Jing Li ; Kai Xie
Author_Institution :
Electr. & Comput. Eng. Dept., Lehigh Univ., Bethlehem, PA, USA
fYear :
2011
fDate :
17-19 Oct. 2011
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a new paradigm for image transmission through analog error correction codes. Conventional schemes rely on digitizing images through quantization (which inevitably causes significant bandwidth expansion) and transmitting binary bit-streams through digital error correction codes (which do not automatically differentiate the different levels of significance among the bits). To strike a better overall performance in terms of transmission efficiency and quality, we propose to use a single analog error correction code in lieu of digital quantization, digital code and digital modulation. The key is to get analog coding right. We show that this can be achieved by cleverly exploiting an elegant “butterfly” property of chaotic systems. Specifically, we demonstrate a tail-biting triple-branch baker´s map code and its maximum-likelihood decoding algorithm. Simulations show that the proposed analog code can actually outperform digital turbo code, one of the best codes known to date! The results and findings discussed in this paper speak volume for the promising potential of analog codes, in spite of their rather short history.
Keywords :
error correction codes; maximum likelihood decoding; quantisation (signal); turbo codes; visual communication; analog coding; analog error correction codes; chaotic systems; digital code; digital error correction codes; digital modulation; digital quantization; digital turbo code; image transmission; maximum-likelihood decoding algorithm; Amplitude shift keying; Chaos; Decoding; Digital systems; Error correction codes; Quantization; Turbo codes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Signal Processing (MMSP), 2011 IEEE 13th International Workshop on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-1432-0
Electronic_ISBN :
978-1-4577-1433-7
Type :
conf
DOI :
10.1109/MMSP.2011.6093827
Filename :
6093827
Link To Document :
بازگشت