DocumentCode :
1643091
Title :
Energy efficient audio compression scheme based on red black wavelet lifting for wireless multimedia sensor network
Author :
Dutta, I. ; Banerjee, Rohan ; Das Bit, Sipra
Author_Institution :
Dept. of Comput. Sci. & & Technol., Bengal Eng. & Sci. Univ., Shibpur, India
fYear :
2013
Firstpage :
1070
Lastpage :
1075
Abstract :
The availability of low-cost hardware coupled with the advancement of VLSI technology has promoted the development of wireless multimedia sensor network (WMSN). However, the strict constraints in terms of processing power, storage, bandwidth etc. pose a great challenge to data processing in WMSN. In this paper we propose an energy-saving audio data compression technique for WMSN combining wavelet lifting with a newly proposed difference detection technique for an application domain where data are correlated and placed in a 2D grid. In addition to capturing spatial correlation by wavelet, this scheme captures temporal correlation by introducing the difference detection round. A routing scheme is also proposed with a target to reduce energy consumption further. Performance of the proposed scheme is evaluated through analysis on design and simulation results. While analysis on design establishes design feasibility, simulation results evaluate efficacy of the scheme in terms of two conflicting parameters viz. energy consumption and SNR. Finally the comparative results confirm our scheme´s supremacy over the competing scheme in both respects.
Keywords :
audio coding; correlation methods; data compression; energy consumption; multimedia communication; telecommunication network routing; telecommunication power management; wavelet transforms; wireless sensor networks; 2D grid; SNR; VLSI technology; WMSN; data correlation; data processing; difference detection round; difference detection technique; energy consumption; energy efficient audio data compression scheme; low-cost hardware; red black wavelet lifting; routing scheme; spatial correlation; temporal correlation; wireless multimedia sensor network; Correlation; Energy consumption; Multimedia communication; Routing; Wavelet transforms; Wireless sensor networks; Audio Compression; Red Black Lifting; Spatial Correlation; Temporal Correlation; WMSN;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location :
Mysore
Print_ISBN :
978-1-4799-2432-5
Type :
conf
DOI :
10.1109/ICACCI.2013.6637325
Filename :
6637325
Link To Document :
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