Energy-Efficient Image Compression for Resource-Constrained Platforms

作者: Dong-U Lee , Hyungjin Kim , M. Rahimi , D. Estrin , J.D. Villasenor

DOI: 10.1109/TIP.2009.2022438

关键词:

摘要: One of the most important goals current and future sensor networks is energy-efficient communication images. This paper presents a quantitative comparison between energy costs associated with 1) direct transmission uncompressed images 2) platform-based JPEG compression followed by compressed image data. computations are mapped onto various resource-constrained platforms using design environment that allows computation minimum integer fractional bit-widths needed in view other approximations inherent process choice quality parameters. Advanced applications JPEG, such as region interest coding successive/progressive transmission, also examined. Detailed experimental results examining tradeoffs processor resources, processing/transmission time, bandwidth utilization, quality, overall consumption presented.

参考文章(14)
Huaming Wu, A.A. Abouzeid, Power aware image transmission in energy constrained wireless networks international symposium on computers and communications. ,vol. 1, pp. 202- 207 ,(2004) , 10.1109/ISCC.2004.1358405
Vladimir Britanak, Patrick Yip, K. R. Rao, Discrete Cosine Transform: Algorithms, Advantages, Applications ,(1990)
Kenneth C. Barr, Krste Asanović, Energy-aware lossless data compression ACM Transactions on Computer Systems. ,vol. 24, pp. 250- 291 ,(2006) , 10.1145/1151690.1151692
Mohammad Rahimi, Rick Baer, Obimdinachi I. Iroezi, Juan C. Garcia, Jay Warrior, Deborah Estrin, Mani Srivastava, Cyclops Proceedings of the 3rd international conference on Embedded networked sensor systems - SenSys '05. pp. 192- 204 ,(2005) , 10.1145/1098918.1098939
Gregory K. Wallace, The JPEG still picture compression standard Communications of The ACM. ,vol. 34, pp. 30- 44 ,(1991) , 10.1145/103085.103089
Takeshi Agui, Masayuki Nakajima, Yukihiro Arai, A Fast DCT-SQ Scheme for Images IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. ,vol. 71, pp. 1095- 1097 ,(1988)
Christopher M. Sadler, Margaret Martonosi, Data compression algorithms for energy-constrained devices in delay tolerant networks Proceedings of the 4th international conference on Embedded networked sensor systems - SenSys '06. pp. 265- 278 ,(2006) , 10.1145/1182807.1182834
Joseph Polastre, David Culler, Robert Szewczyk, Telos: enabling ultra-low power wireless research information processing in sensor networks. pp. 48- ,(2005) , 10.5555/1147685.1147744
Dong-U Lee, Hyungjin Kim, Steven Tu, Mohammad Rahimi, Deborah Estrin, John D. Villasenor, Energy-optimized image communication on resource-constrained sensor platforms Proceedings of the 6th international conference on Information processing in sensor networks - IPSN '07. pp. 216- 225 ,(2007) , 10.1145/1236360.1236390
D.-U. Lee, A.A. Gaffar, R.C.C. Cheung, O. Mencer, W. Luk, G.A. Constantinides, Accuracy-Guaranteed Bit-Width Optimization IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. ,vol. 25, pp. 1990- 2000 ,(2006) , 10.1109/TCAD.2006.873887