Title :
Multiple description coding based on LDGM codes
Author :
Zhang, Ying ; Dumitrescu, Sorina ; Chen, Jun ; Sun, Zhibin
Author_Institution :
Dept. of Electr. & Comput. Eng., Mcmaster Univ., Hamilton, ON, Canada
Abstract :
This work addresses practical multiple description coding for uniform binary sources in the no excess sum-rate case. For this case Zhang and Berger have shown that the EGC* region defined by El Gamal and Cover coincides with a portion of the boundary of the MD rate-distortion region, and proposed a construction of the auxiliary variables U and V to achieve this bound. We introduce a sequential coding technique for the corner points of this EGC* region and implement it using low-density generator matrix based codes. Furthermore we use timesharing to approach any point on the dominant face of the EGC* region. Our experimental results show very good practical performance.
Keywords :
source coding; low-density generator matrix codes; multiple description source coding; sequential coding technique; Communication systems; Conferences; Distortion measurement; Information theory; Message passing; Rate-distortion; Source coding; Sun;
Conference_Titel :
Information Theory Workshop, 2009. ITW 2009. IEEE
Conference_Location :
Taormina
Print_ISBN :
978-1-4244-4982-8
Electronic_ISBN :
978-1-4244-4983-5
DOI :
10.1109/ITW.2009.5351440