DocumentCode :
2802798
Title :
Distributed coding for wireless audio sensors
Author :
Majumdar, Abhik ; Ramchandran, Kannan ; Kozintsev, Lgor
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
fYear :
2003
fDate :
19-22 Oct. 2003
Firstpage :
209
Lastpage :
212
Abstract :
Future multimedia systems will use multiple audio and video input and output streams to enhance user experience. Those multiple input streams may be captured using a network of distributed sensors and transmitted to a central location for processing. We address the problem of efficient joint compression of audio sources that are noisy filtered versions of the same audio signal. Deployed in a wireless bandwidth constrained network, communication between the sources, if any, is restricted to a bare minimum. By exploiting the correlations between the remote sources, we develop algorithms for distributed compression of these audio sources, attempting to achieve the gains predicted in theory. Our scheme shows a significant improvement in reconstructed signal quality for a given bandwidth as compared to an independent compression approach. The algorithms are based on the distributed source coding using syndromes (DISCUS) framework and incorporate the use of perceptual masks.
Keywords :
audio coding; multimedia communication; signal reconstruction; source coding; wireless sensor networks; audio compression; distributed coding; distributed sensors; distributed source coding; multimedia systems; multiple audio streams; multiple video streams; perceptual masks; signal reconstruction; syndromes; wireless audio sensors; Acoustic applications; Acoustic sensors; Bandwidth; Encoding; Microprocessors; Multimedia systems; Sensor phenomena and characterization; Source coding; Streaming media; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics, 2003 IEEE Workshop on.
Print_ISBN :
0-7803-7850-4
Type :
conf
DOI :
10.1109/ASPAA.2003.1285868
Filename :
1285868
Link To Document :
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