Title :
Image Component Transmissions in Wireless Sensor Network
Author :
Wang, Wei ; Peng, Dongming ; Wang, Honggang ; Sharif, Hamid
Author_Institution :
Comput. & Electron. Eng., Nebraska Univ., Lincoln, NE
fDate :
April 30 2007-May 2 2007
Abstract :
Due to resource constraints, digital image transmissions are a significant challenge for image sensor based wireless sensor networks (WSN). In this paper, we propose a novel robust and energy-efficient scheme, called image component transmission (ICT) in WSN by providing various levels of reliability during image transmissions. Essential components such as the information for the positions of significant wavelet coefficients are transmitted with higher quality assurance. Relatively less important components such as the information for the values of pixels are transmitted with lower overhead. Simulation results show the proposed scheme achieves higher energy efficiency in WSN, with image transmission quality enhanced considerably by up to 6 dB in terms of the peak signal to noise ratio (PSNR).
Keywords :
data compression; image coding; image enhancement; visual communication; wavelet transforms; wireless sensor networks; compression bit stream; digital image component transmission; energy-efficient scheme; image enhancement; wavelet coefficient; wireless sensor network; Energy consumption; Energy efficiency; Image coding; Image communication; PSNR; Pixel; Protection; Robustness; Shape; Wireless sensor networks;
Conference_Titel :
Sarnoff Symposium, 2007 IEEE
Conference_Location :
Nassau Inn, Princeton, NJ
Print_ISBN :
978-1-4244-2483-2
DOI :
10.1109/SARNOF.2007.4567351