Energy efficient adaptive video compression scheme for WVSNs

作者: Othmane Alaoui Fdili , François-Xavier Coudoux , Youssef Fakhri , Patrick Corlay , Driss Aboutajdine

DOI: 10.5281/ZENODO.43522

关键词: Frame rateComputer scienceData compressionReal-time computingContext-adaptive variable-length codingCoding tree unitRegion of interestScalable Video CodingImage qualityBit rateMacroblockFlexible Macroblock OrderingContext-adaptive binary arithmetic codingBlock-matching algorithm

摘要: This paper presents an energy efficient adaptive video compression scheme dedicated to wireless sensor networks. based on the recent H.264/AVC standard operates using two modes, namely standby mode and rush mode. In mode, frame rate is limited while image quality maintained a high level. increased Flexible Macroblock Ordering coding tool provided by used produce service-differentiated macroblocks categories: region of interest (ROI) background (BKGD). addition, bit adaptation frequency selectivity applied reduce data amount. Hence, transmission consumption decreased maintaining for ROI. Simulations proved efficiency proposed that enables extend network's lifetime up three times, achieves ROIs even at low rates.

参考文章(10)
Saeed Ullah, Junaid Jameel Ahmad, Junaid Khalid, Syed Ali Khayam, Energy and distortion analysis of video compression schemes for Wireless Video Sensor Networks military communications conference. pp. 822- 827 ,(2011) , 10.1109/MILCOM.2011.6127779
Junjie Zhang, Jia Ding, Cross-layer optimization for video streaming over Wireless Multimedia Sensor Networks international conference on computer application and system modeling. ,vol. 4, ,(2010) , 10.1109/ICCASM.2010.5620107
Ilias Politis, Michail Tsagkaropoulos, Tasos Dagiuklas, Stavros Kotsopoulos, Power efficient video multipath transmission over wireless multimedia sensor networks Mobile Networks and Applications. ,vol. 13, pp. 274- 284 ,(2008) , 10.1007/S11036-008-0061-5
A. Mammeri, A. Khoumsi, D. Ziou, B. Hadjou, Modeling and Adapting JPEG to the Energy Requirements of VSN international conference on computer communications and networks. pp. 1- 6 ,(2008) , 10.1109/ICCCN.2008.ECP.151
Ian Akyildiz, Tommaso Melodia, Kaushik Chowdury, Wireless multimedia sensor networks: A survey IEEE Wireless Communications. ,vol. 14, pp. 32- 39 ,(2007) , 10.1109/MWC.2007.4407225
Christophe Deknudt, Patrick Corlay, Anne-Sophie Bacquet, Marie Zwingelstein-Colin, Francois-Xavier Coudoux, Reduced complexity H.264/AVC transrating based on frequency selectivity for high-definition streams IEEE Transactions on Consumer Electronics. ,vol. 56, pp. 2430- 2437 ,(2010) , 10.1109/TCE.2010.5681124
Bambang A.B. Sarif, Victor C.M. Leung, Panos Nasiopoulos, Energy Efficient Multiple Description Coding for Video Sensor Network 2011 IEEE Ninth International Symposium on Parallel and Distributed Processing with Applications Workshops. pp. 153- 158 ,(2011) , 10.1109/ISPAW.2011.43
Maghsoud Abbaspour, Yasaman Samei, Mohsen Ebrahimi Moghadam, Hadi S. Aghdasi, An Energy-Efficient and High-Quality Video Transmission Architecture in Wireless Video-Based Sensor Networks Sensors. ,vol. 8, pp. 4529- 4559 ,(2008) , 10.3390/S8074529
Stanislava Soro, Wendi Heinzelman, A Survey of Visual Sensor Networks advances in multimedia. ,vol. 2009, pp. 1- 21 ,(2009) , 10.1155/2009/640386
Iain E. G. Richardson, H.264 and MPEG-4 Video Compression John Wiley & Sons, Ltd. ,(2003) , 10.1002/0470869615