多媒体传感器网络及其研究进展
作者:
基金项目:

Supported by the National Natural Science Foundation of China under Grant No.90612013 (国家自然科学基金); the Specialized Research Fund of China for the Doctoral Program of Higher Education under Grant No.20050013010 (高等学校博士点基金); the NCET of MOE, China (国家教育部新世纪人才支持计划); the Beijing Natural Science Found under Grant No.4062024 (北京市自然科学基金)


Multimedia Sensor Network and Its Research Progresses
  • 摘要
  • | |
  • 访问统计
  • |
  • 参考文献 [70]
  • |
  • 相似文献 [20]
  • |
  • 引证文献
  • | |
  • 文章评论
    摘要:

    作为一种全新的信息获取和处理技术,多媒体传感器网络较之传统传感器网络更多地关注于音频、视频、图像等大数据量、大信息量媒体的采集与处理,在军事、民用及商业领域中具有广阔的应用前景.介绍了多媒体传感器网络的概念与特点,着重探讨了多媒体传感器网络所面临的挑战与国内外的研究进展,最后分析了当前亟待解决的问题,并展望了其未来的发展趋势.多媒体传感器网络是一种新的概念系统但也存在较多的问题需要解决,其研究具有很强的理论意义和实用价值.

    Abstract:

    As a novel information acquiring and processing technology, compared to other traditional sensor networks, multimedia sensor networks pay more attention to the information-intensive data (e.g. audio, video, image). Potential applications of multimedia sensor networks span a wide spectrum from military to industrial, from commercial to environmental monitoring. This paper introduces the concept and characteristics of multimedia sensor networks, and discusses the technical challenges in this field. In particular, this paper summarizes the current research progresses. Finally, the open research problems are also pointed out. Multimedia sensor networks discussed in this paper is a novel conceptual system; and many issues need to be solved. The research on this topic is with great theoretical and practical value.

    参考文献
    [1]Akyildiz IF,Su W,Sankarasubramaniam Y,Cayirci E.Wireless sensor networks:A survey.Computer Networks,2002,38(4):393-422.
    [2]Sun LM,Li JZ,Chen Y,Zhu HS.Wireless Sensor Network.Beijing:Tsinghua University Press,2005 (in Chinese).
    [3]Li JZ,Li JB,Shi SF.Concepts,issues and advance of sensor networks and data management of sensor networks.Journal of Software,2003,14(10):1717-1727 (in Chinese with English abstract).http://www.jos.org.cn/1000-9825/14/1717.htm
    [4]Ren FY,Huang HN,Lin C.Wireless sensor networks.Journal of Software,2003,14(7):1282-1291 (in Chinese with English abstract).http://www.jos.org.cn/1000-9825/14/1282.htm
    [5]Zhang DM,HD Ma,Liu L,Tao D.EAAR:An approach to environment adaptive application reconfiguration in sensor network.In:Jia XH,Wu J,He YX,eds.Proc.of the Int'l Conf.on Mobile Ad-Hoc and Sensor Networks (MSN 2005).Berlin:Springer-Verlag,2005.259-268.
    [6]Cucchiara R.Multimedia surveillance systems.In:Aggarwal JK,Cucchiara R,Chang E,Wang YF,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.1-10.
    [7]Ma HD,Liu YH.Correlation based video processing in video sensor networks.In:Proc.of the IEEE WirelessCom 2005.IEEE Press,2005.987-992.
    [8]DeBardelaben JA.Multimedia sensor networks for ISR applications.2003.2009-2012.http://ieeexplore.ieee.org/iel5/9072/28784/ 01292333.pdf-arnumber=1292333
    [9]Tao D,Ma HD,Liu YH.Energy-Efficient cooperative image processing in video sensor networks.In:Ho Y-S,Kim HJ,eds.Proc.of the 2005 Pacific-Rim Conf.on Multimedia.Berlin:Springer-Verlag,2005.572-583.
    [10]Video Sensor Network Laboratory at UCR Receives Federal Funding.2006.http://www.newsroom.ucr.edu/cgi-bin/display.cgi?id=1298
    [11]CyLab.2004.http://www.cylab.cmu.edu/default.aspx?id=2000
    [12]Kulkarni P,Ganesan D,Shenoy P,Lu QF.SensEye:A multi-tier camera sensor network.In:Zhang HJ,Chua T-S,eds.Proc.of the 13th Annual ACM international Conference on Multimedia'05.New York:ACM Press,2005.229-238.
    [13]Feng W,Code B,et al.Panoptes:A scalable architecture for video sensor networking applications.In:Rowe L,Vin H,eds.Proc.of the ACM Int'l Conf.on Multimedia 2003.New York:ACM Press,2003.151-167.
    [14]Ma ZC,Sun YN,Mei T.Survey on wireless sensors network.Journal of China Institute Communications,2004,25(4):114-124 (in Chinese with English abstract).
    [15]Crossbow wireless sensor platform.http://www.xbow.com/Products/Wireless Sensor Networks.htm
    [16]Gerla M,Xu K.Multimedia streaming in large-scale sensor networks with mobile swarms.In:Papakonstantinou Y,ed.Proc.of the ACM SIGMOD 2003.New York:ACM Press,2003.72-76.
    [17]Gao Y,Wu K,Li F.Analysis on the redundancy of wireless sensor networks.In:Raghavendra CS,Sivalingam K,eds.Proc.of the 2nd ACM Int'l Workshop on Wireless Sensor Networks and Applications (WSNA).New York:ACM Press,2003.108-114.
    [18]Magli E,Mancin M,Merello L.Low-Complexity video compression for wireless sensor networks.In:Proc.of the Int'l Conf.on Multimedia and Expo,Vol 3.2003.585-588.
    [19]Gui C,Mohapatra P.Power conservation and quality of surveillance in target tracking sensor networks.In:Haas ZJ,ed.Proc.of the ACM MobiCom'04.New York:ACM Press,2004.129-143.
    [20]Campbell J,Gibbons PB,et al.IrisNet:An internet-scale architecture for multimedia sensors.2005.http://www.intel-research.net/ Publications/Pittsburgh/092620050718_322.pdf
    [21]Pillai P,Ke Y,Campbell J.Multi-Fidelity storage.In:Chang E,Wang Y-F,Zhao F,eds.Proc.of the ACM VSSN 2004.New York:ACM Press,2004.72-80.
    [22]Tao D,Ma HD.A video sensor network architecture for realizing image fusion by cooperation among multiple sensors.In:Tao LM,Xu GY,eds.Proc.of the HHME 2005.Beijing:Tsinghua University Press,2005.148-153 (in Chinese with English abstract).
    [23]Agre J,Clare L,et al.An integrated architecture for cooperative sensing networks.Computer,2000,33(5):106-108.
    [24]Liu L,Ma HD,Tao D,Zhang DM.A hierarchical cooperation model for sensor networks supported cooperative work.In:Shen WM,Lin ZK,eds.Proc.of the 10th Int'l Conf.on Computer Supported Cooperative Work in Design.New York:IEEE Press,2005.83-88.
    [25]Ma HD,Liu YH.On coverage problems of directional sensor networks.In:Jia XH,Wu J,He YX,eds.Proc.of the Int'l Conf.on Mobile Ad-Hoc and Sensor Networks (MSN 2005).Berlin:Springer-Verlag,2005.721-731.
    [26]Ma HD,Liu YH.Some problems of directional sensor networks.Int'l Journal of Sensor Networks,2006,l1(3).
    [27]Pradeep K,et al.Timeline-Based information assimilation in multimedia surveillance and monitoring systems.In:Aggarwal JK,Cucchiara R,Chang E,Wang Y-F,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.103-112.
    [28]Ardizzone E,Cascia ML,Re GL,Ortolani M.An integrated architecture for surveillance and monitoring in an archaeological site.In:Aggarwal JK,Cucchiara R,Chang E,Wang Y-F,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.79-86.
    [29]Rahimi M,Baer R,Warrior J,Estrin D,Srivastava M.Cyclops:In situ image sensing and interpretation in wireless sensor networks.In:Redi J,ed.Proc.of the ACM SENSYS'05.New York:ACM Press,2005.192-204.
    [30]Kahn JM,Katz RH,Pister KSJ.Next century challenges:mobile networking for "Smart Dust".In:Proc.of the 5th annual ACM/IEEE Int'l Conf.on Mobile computing and networking.New York:ACM Press,1999.271-278.
    [31]Turning Vision into Reality.2005.http://www.research.sun.com/spotlight/SunSPOTSJune30.pdf
    [32]Holman R,Stanley J,Ozkan-Haller T.Applying video sensor networks to nearshore environment monitoring.IEEE Trans.on Pervasive Computing,2003,2(4):14-21.
    [33]Chandramohan V,Christensen K.A first look at wired sensor networks for video surveillance systems.In:Proc.of the High Speed Local Networks Workshop at the IEEE Conf.on Local Computer Networks 2002.New York:IEEE Press,2002.728-729.
    [34]Foresti G,Snidaro L.A distributed sensor network for video surveillance of outdoor environments.In:Proc.of the IEEE Int'l Conf.on Image Processing.New York:IEEE Press,2002.525-528.
    [35]Marchesotti L,Piva S,Regazzoni C.An agent-based approach for tracking people in indoor complex environments.In:Proc.of the 12th Int'l Conf.on Image Analysis and Processing.New York:IEEE Press,2003.99-102.
    [36]Yuan HD,Ma HD,Liao HY.Coordination mechanism in wireless sensor and actor networks.In:Proc.of the Int'l Multi-Symposiums on Computer and Computational Sciences.New York:IEEE Press,2006.627-634.
    [37]Kim SW.Cooperative relaying architecture for wireless video sensor networks.In:Proc.of the Int'l Conf.on Wireless Networks,Communications and Mobile Computing.New York:IEEE Press,2005.993-998.
    [38]Zhou XH,et al.A master-slave system to acquire biometric imagery of humans at distance.In:Chang EY,Wang Y-F,eds.Proc.of the 1st ACM SIGMM Int'l workshop on Video Surveillance 2003.New York:ACM Press,2003.113-120.
    [39]Fidaleo DA,Nguyen H-A,Trivedi M.The networked sensor tapestry (NeST):A privacy enhanced software architecture for interactive analysis of data in video-sensor networks.In:Chang E,Wang Y-F,Zhao F,eds.Proc.of the ACM VSSN 2004.New York:ACM Press,2004.46-53.
    [40]Liu LF,Zou SH,Zhang L,Cheng SD.A density control algorithm based on probability coverage model in wireless sensor networks.Journal of Beijing University of Posts and Telecommunications,2005,28(4):14-17 (in Chinese with English abstract).
    [41]Srinivasan S,Latchman H,Shea J,Wong T,McNair J.Airborne traffic surveillance systems-video surveillance of highway traffic.In:Chang E,Wang Y-F,Zhao F,eds.Proc.of the ACM VSSN 2004,New York:ACM Press,2004.131-135.
    [42]Ren Y,Zhang SD,Zhang HK.Theories and Algorithms of Coverage Control for Wireless Sensor Networks.Journal of Software,2006,17(3):422-433 (in Chinese with English abstract).http://www.jos.org.cn/1000-9825/17/422.htm
    [43]Ye F,Zhong G,Lu S,Zhang L.Energy efficient robust sensing coverage in large sensor networks.UCLA Technical Report,2002.http://www.cs.ucla.edu/yefan
    [44]Megerian S,Koushanfar F,Potkonjak M,Srivastava MB.Worst and best-case coverage in sensor networks.IEEE Trans.on Mobile Computing,2005,4(1):84-92.
    [45]Liu B,Towsley D.A study of the coverage of large-scale sensor networks.In:Proc.of the ACM Mobile Ad-Hoc and Sensor Systems (MASS'04).New York:ACM Press,2004.475-483.
    [46]Lee JJ,Krishnamachari B,Kuo CCJ.Impact of heterogeneous deployment on lifetime sensing coverage in sensor networks.In:Proc.of the 1st Annual IEEE SECON 2004.New York:IEEE Press,2004.367-376.
    [47]Wang YF,Chang EY,Cheng KP.A video analysis framework for soft biometry security surveillance.In:Aggarwal JK,Cucchiara R,Chang E,Wang Y-F,eds.Proc.of the ACM VSSN 2005,New York:ACM Press,2005.71-78.
    [48]Qureshi1 FZ,Terzopoulos D.Surveillance camera scheduling:A virtual vision approach.In:Aggarwal JK,Cucchiara R,Chang E,Wang YF,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.131-140.
    [49]Lam KY,Chiu CKH.Adaptive visual object surveillance with continuously moving panning camera.In:Chang E,Wang Y-F,Zhao F,eds.Proc.of the ACM VSSN 2004.New York:ACM Press,2004.29-38.
    [50]Gandhi T,Trivedi MM.Motion analysis of omni-directional video streams for a mobile sentry.In:Chang EY,Wang Y-F,eds.Proc.of the 1st ACM SIGMM Int'l Workshop on Video Surveillance 2003.New York:ACM Press,2003.49-58.
    [51]Prati A,Vezzani R,Benini L,Farella E.An integrated multi-modal sensor network for video surveillance.In:Aggarwal JK,Cucchiara R,Chang E,Wang Y-F,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.95-102.
    [52]Smeaton AF,McHugh M.Towards event detection in an audio-based sensor network.In:Aggarwal JK,Cucchiara R,Chang E,Wang Y-F,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.87-94.
    [53]Chiasserini C-F,Magli E.Energy consumption and image quality in wireless video-surveillance networks.In:Proc.of the IEEE PIMRC 2002.New York:IEEE Press,2002.2357-2360.
    [54]http://www.eliqun.com/Html/2005-12-4/2005120413494570550098-1.asp
    [55]http://tech.sina.com.cn/it/2005-11-30/1602779366.shtml
    [56]Cucchiara R,Grana C,Prati A,Vezzani R.Computer vision techniques for PDA accessibility of in-house video surveillance.In:.Chang EY,Wang Y-F,eds.Proc.of the 1st ACM SIGMM Int'l workshop on Video Surveillance 2003.New York:ACM Press,2003.87-97.
    [57]Chang C-K,Huang J.Video surveillance for hazardous conditions using sensor networks.In:Proc.of the 2004 IEEE Int'l Conf.on Networking,Sensing & Control.New York:IEEE Press,2004.1008-1013.
    [58]Boult TE.Geo-Spatial active visual surveillance on wireless networks.In:Proc.of the 32nd IEEE Applied Imagery Pattern Recognition Workshop (AIRP 2003).New York:IEEE Press,2003.244-249.
    [59]Park S,Aggarwal JK.Recognition of two-person interactions using a hierarchical bayesian network.In:Chang EY,Wang Y-F,eds.Proc.of the 1st ACM SIGMM Int'l Workshop on Video Surveillance 2003.New York:ACM Press,2003.65-76.
    [60]Khalid S,Naftel A.Classifying spatiotemporal object trajectories using unsupervised learning of basis function coefficients.In:Aggarwal J.K,Cucchiara R,Chang E,Wang Y-F,eds.Proc.of the ACM VSSN 2005.New York:ACM Press,2005.45-58.
    [61]Wren CR,Erdem UM,Azarbayejani AJ.Automatic pan-tilt-zoom calibration in the presence of hybrid sensor networks.In:Aggarwal JK,Cucchiara R,Chang,Wang Y-F,eds.Proc.of the ACM VSSN 2005,New York:ACM Press,2005.113-119.
    [62]Brown LM.View independent vehicle/person classification.In:Chang E,Wang Y-F,Zhao F,eds.Proc.of the ACM VSSN 2004.New York:ACM Press,2004.114-123.
    [63]Sebe IO,Hu JH,You SY.Ulrich neumann.3D video surveillance with augmented virtual environments.In:Chang EY,Wang Y-F,eds.Proc.of the 1st ACM SIGMM Int'l Workshop on Video Surveillance 2003.New York:ACM Press,2003.107-112.
    [2]孙利民,李建中,陈渝,朱红松.无线传感器网络.北京:清华大学出版社.2005.
    [3]李建中,李金宝,石胜飞.传感器网络及其数据管理的概念、问题与进展.软件学报,2003,14(10):1717-1727.http://www.jos.org.cn/ 1000-9825/14/1717.htm
    [4]任丰原,黄海宁,林闯.无线传感器网络.软件学报,2003,14(7):1282-1291.http://www.jos.org.cn/1000-9825/14/1282.htm
    [14]马祖长,孙怡宁,梅涛.无线传感器网络综述.通信学报,2004,25(4):114-124.
    [22]陶丹,马华东.一种支持多节点协同实现图像融合的视频传感器网络体系结构.见:陶霖密,徐光祐编.第1届和谐人机环境联合学术会议论文集(HHME2005).北京:清华大学出版社,2005.148-153.
    [40]柳立峰,邹仕洪,张雷,程时端.基于概率覆盖模型的无线传感器网络密度控制算法.北京邮电大学学报,2005,28(4):14-17.
    [42]任彦,张思东,张宏科.无线传感器网络中覆盖控制理论与算法.软件学报,2006,17(3):422-433.http://www.jos.org.cn/1000-9825/ 17/422.htm
    引证文献
    网友评论
    网友评论
    分享到微博
    发 布
引用本文

马华东,陶丹.多媒体传感器网络及其研究进展.软件学报,2006,17(9):2013-2028

复制
分享
文章指标
  • 点击次数:9373
  • 下载次数: 13699
  • HTML阅读次数: 0
  • 引用次数: 0
历史
  • 收稿日期:2006-08-04
  • 最后修改日期:2006-08-08
文章二维码
您是第20434850位访问者
版权所有:中国科学院软件研究所 京ICP备05046678号-3
地址:北京市海淀区中关村南四街4号,邮政编码:100190
电话:010-62562563 传真:010-62562533 Email:jos@iscas.ac.cn
技术支持:北京勤云科技发展有限公司

京公网安备 11040202500063号