Optimization of Delay-Constrained Video Transmission for Ad Hoc Surveillance

Recent increases in demand by militaries and disaster relief operations has greatly accelerated research on delay-constrained video surveillance with low-delay and high-quality video transmission. The following factors should be systematically analyzed due to the tradeoff between low delay and high quality: the visual importance of surveillance objects, quality degradation due to wireless channel dynamics, and variant end-to-end delay. We propose and optimize a low-delay video transmission technique for video surveillance over an ad hoc network. The proposed protocol is composed of intercommunication and intraprocessing parts. Through intercommunication optimization, we identify an optimal routing path and an associated relaying in terms of channel throughput that meet the source-rate, the flow-rate, and delay constraints. Through intraprocessing optimization, we identify an optimal packet length and an associated number of packets to adapt to the delay in the variant dynamic channel. Through simulations, we demonstrate that delay and throughput control significantly contribute to improvements in visual quality of up to 1.7-3 dB compared with conventional schemes.

[1]  Alan C. Bovik,et al.  Video Quality Pooling Adaptive to Perceptual Distortion Severity , 2013, IEEE Transactions on Image Processing.

[2]  Alan C. Bovik,et al.  High quality, low delay foveated visual communications over mobile channels , 2005, J. Vis. Commun. Image Represent..

[3]  Frank Kelly,et al.  Charging and rate control for elastic traffic , 1997, Eur. Trans. Telecommun..

[4]  Zhou Wang,et al.  Foveation scalable video coding with automatic fixation selection , 2003, IEEE Trans. Image Process..

[5]  Ling Guan,et al.  Distributed Algorithms for Network Lifetime Maximization in Wireless Visual Sensor Networks , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[6]  Alan C. Bovik,et al.  Fast algorithms for foveated video processing , 2003, IEEE Trans. Circuits Syst. Video Technol..

[7]  W.B. Heinzelman,et al.  On the coverage problem in video-based wireless sensor networks , 2005, 2nd International Conference on Broadband Networks, 2005..

[8]  Bernd Girod,et al.  Analysis of video transmission over lossy channels , 2000, IEEE Journal on Selected Areas in Communications.

[9]  Martin Haenggi,et al.  Towards an end-to-end delay analysis of wireless multihop networks , 2009, Ad Hoc Networks.

[10]  Zhou Wang,et al.  Embedded foveation image coding , 2001, IEEE Trans. Image Process..

[11]  Sanghoon Lee,et al.  MIMO Beamforming for QoS Enhancement via Analog, Digital and Hybrid Relaying , 2010, IEEE Transactions on Broadcasting.

[12]  Mihaela van der Schaar,et al.  Cross-Layer Packetization and Retransmission Strategies for Delay-Sensitive Wireless Multimedia Transmission , 2007, IEEE Transactions on Multimedia.

[13]  Hojin Ha,et al.  Perceptually Scalable Extension of H.264 , 2011, IEEE Transactions on Circuits and Systems for Video Technology.

[14]  Daniel Pérez Palomar,et al.  A tutorial on decomposition methods for network utility maximization , 2006, IEEE Journal on Selected Areas in Communications.

[15]  Alan C. Bovik,et al.  Cross-Layer Optimization for Downlink Wavelet Video Transmission , 2011, IEEE Transactions on Multimedia.

[16]  Feng Wu,et al.  Channel Distortion Modeling for Multi-View Video Transmission Over Packet-Switched Networks , 2011, IEEE Transactions on Circuits and Systems for Video Technology.

[17]  Yao Wang,et al.  Modeling of transmission-loss-induced distortion in decoded video , 2006, IEEE Transactions on Circuits and Systems for Video Technology.

[18]  Jack Y. B. Lee On a unified architecture for video-on-demand services , 2002, IEEE Trans. Multim..

[19]  Marios S. Pattichis,et al.  Foveated video compression with optimal rate control , 2001, IEEE Trans. Image Process..

[20]  Yi Deng,et al.  urvey of data management and analysis in disaster situations , 2010 .

[21]  Tilman Wolf,et al.  Characterizing network processing delay , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

[22]  Alan C. Bovik,et al.  Optimal Channel Adaptation of Scalable Video Over a Multicarrier-Based Multicell Environment , 2009, IEEE Transactions on Multimedia.

[23]  Uk Jang,et al.  Optimal Carrier Loading Control for the Enhancement of Visual Quality over OFDMA Cellular Networks , 2008, IEEE Transactions on Multimedia.

[24]  J. Movshon,et al.  Spatial and temporal contrast sensitivity of striate cortical neurones , 1975, Nature.

[25]  Joongseok Park,et al.  Maximum Lifetime Routing In Wireless Sensor Networks ∗ , 2005 .

[26]  Hyuk Lim,et al.  Secure Framework for Multipath Multimedia Streaming over Wireless Ad Hoc Network , 2009, 2009 IEEE Wireless Communications and Networking Conference.

[27]  Sanjeev R. Kulkarni,et al.  Multicasting in Large Wireless Networks: Bounds on the Minimum Energy Per Bit , 2009, IEEE Transactions on Information Theory.

[28]  C. Baker,et al.  Spatio-temporal frequency separability in area 18 neurons of the cat , 1993, Vision Research.

[29]  Hojin Ha,et al.  Perceptually Unequal Packet Loss Protection by Weighting Saliency and Error Propagation , 2010, IEEE Transactions on Circuits and Systems for Video Technology.

[30]  Matthew Fewell,et al.  Network-Centric Warfare-Its Nature and Modelling , 2003 .

[31]  Alan C. Bovik,et al.  Foveation-Based Error Resilience and Unequal Error Protection over Mobile Networks , 2003, J. VLSI Signal Process..

[32]  Wilson S. Geisler,et al.  Real-time foveated multiresolution system for low-bandwidth video communication , 1998, Electronic Imaging.

[33]  Gregory W. Wornell,et al.  Cooperative diversity in wireless networks: Efficient protocols and outage behavior , 2004, IEEE Transactions on Information Theory.

[34]  Marios S. Pattichis,et al.  Foveated video quality assessment , 2002, IEEE Trans. Multim..

[35]  Yasuhiro Takishima,et al.  A study on rate distortion optimization scheme for JVT coder , 2003, Visual Communications and Image Processing.

[36]  Konstantina Papagiannaki,et al.  Analysis of point-to-point packet delay in an operational network , 2004, IEEE INFOCOM 2004.

[37]  H. Vincent Poor,et al.  On the capacity of mobile ad hoc networks with delay constraints , 2006, IEEE Transactions on Wireless Communications.

[38]  John N. Tsitsiklis,et al.  Parallel and distributed computation , 1989 .

[39]  Wen Gao,et al.  Rate-distortion analysis for H.264/AVC video coding and its application to rate control , 2005, IEEE Transactions on Circuits and Systems for Video Technology.

[40]  J. Rodgers,et al.  Thirteen ways to look at the correlation coefficient , 1988 .

[41]  Kin K. Leung,et al.  Transmission Delay Analysis with Finite Coding Length in Wireless Cooperative Networks , 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

[42]  D. Burr,et al.  Spatial and temporal properties of neurons of the lateral suprasylvian cortex of the cat. , 1986, Journal of neurophysiology.

[43]  Hong Ren Wu,et al.  A novel objective no-reference metric for digital video quality assessment , 2005, IEEE Signal Processing Letters.