Title :
A Flexible Multiple Description Coding Scheme Based on Rateless Codes
Author :
Bursalioglu, O.Y. ; Caire, G.
Author_Institution :
Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
The multiple description coding of an independent and identically distributed Gaussian source over bit error channels is considered. A novel practical multiple description coding scheme is proposed based on scalar embedded quantizers and rateless codes. A peer-to-peer network model is studied where users can receive different number of descriptions and an arbitrary large number of descriptions can be created and transmitted between peers. For this network model convex system optimization problems are defined and solved. The proposed scheme can be regarded as an efficient implementation of "channel optimized quantization", where the index assignment is obtained via a low-complexity linear function. The scheme is shown to be robust to bit errors and to achieve higher reconstruction signal-to-noise ratios when compared to previously reported designs.
Keywords :
Gaussian processes; convex programming; encoding; error statistics; telecommunication channels; bit error channels; channel optimized quantization; distributed Gaussian source; flexible multiple description coding scheme; index assignment; low-complexity linear function; network model convex system optimization problems; peerto-peer network model; rateless codes; reconstruction signal-to-noise ratios; scalar embedded quantizers; Channel coding; Code standards; Data compression; Decoding; Image reconstruction; Network servers; Peer to peer computing; Quantization; Signal design; Wireless sensor networks;
Conference_Titel :
Data Compression Conference (DCC), 2010
Conference_Location :
Snowbird, UT
Print_ISBN :
978-1-4244-6425-8
Electronic_ISBN :
1068-0314
DOI :
10.1109/DCC.2010.32