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Issue No.02 - Feb. (2013 vol.12)
pp: 333-345
Yuan He , Sch. of Software, Tsinghua Univ., Beijing, China
Yunhao Liu , Sch. of Software, Tsinghua Univ., Beijing, China
Xingfa Shen , Coll. of Comput. Sci., Hangzhou Dianzi Univ., Hangzhou, China
Lufeng Mo , Sch. of Inf. Eng., Zhejiang Agric. & Forestry Univ., Hangzhou, China
Guojun Dai , Coll. of Comput. Sci., Hangzhou Dianzi Univ., Hangzhou, China
ABSTRACT
Recent advances in the application field increasingly demand the use of wireless camera sensor networks (WCSNs), for which localization is a crucial task to enable various location-based services. Most of the existing localization approaches for WCSNs are essentially interactive, i.e., require the interaction among the nodes throughout the localization process. As a result, they are costly to realize in practice, vulnerable to sniffer attacks, inefficient in energy consumption and computation. In this paper, we propose LISTEN, a noninteractive localization approach. Using LISTEN, every camera sensor node only needs to silently listen to the beacon signals from a mobile beacon node and capture a few images until determining its own location. We design the movement trajectory of the mobile beacon node, which guarantees to locate all the nodes successfully. We have implemented LISTEN and evaluated it through extensive experiments. Both the analytical and experimental results demonstrate that it is accurate, cost-efficient, and especially suitable for WCSNs that consist of low-end camera sensors.
INDEX TERMS
wireless sensor networks, cameras, energy consumption, image sensors, mobility management (mobile radio), beacon signals, wireless camera sensor networks, location-based services, WCSNs, energy consumption, LISTEN, noninteractive localization approach, camera sensor node, mobile beacon node, Sensors, Cameras, Wireless sensor networks, Mobile communication, Mobile computing, Global Positioning System, Image sensors, mobile, Wireless camera sensor network, localization
CITATION
Yuan He, Yunhao Liu, Xingfa Shen, Lufeng Mo, Guojun Dai, "Noninteractive Localization of Wireless Camera Sensors with Mobile Beacon", IEEE Transactions on Mobile Computing, vol.12, no. 2, pp. 333-345, Feb. 2013, doi:10.1109/TMC.2011.278
REFERENCES
[1] I.F. Akyildiz, T. Melodia, and K.R. Chowdhury, "A Survey on Wireless Multimedia Sensor Networks," Computer Networks, vol. 51, pp. 921-960, 2007.
[2] Y.-C. Wang, Y.-F. Chen, and Y-C. Tseng, "Using Rotatable and Directional (R&D) Sensors to Achieve Temporal Coverage of Objects and Its Surveillance Application," IEEE Trans. Mobile Computing, pp. 404-417, 2011.
[3] A. Rowe, D. Goel, and R. Rajkumar, "FireFly Mosaic: A Vision-Enabled Wireless Sensor Networking System," Proc. IEEE 28th Int'l Real-Time Systems Symp. (RTSS), 2007.
[4] H. Lee, H. Dong, and H. Aghajan, "Robot-Assisted Localization Techniques for Wireless Image Sensor Networks," Proc. IEEE Third Ann. Comm. Soc. Sensor and Ad Hoc Comm. and Networks (SECON), 2006.
[5] I. Rekleitis and G. Dudek, "Automated Calibration of a Camera Sensor Network," Proc. IEEE/RSJ Int'l Conf. Intelligent Robots and Systems, 2005.
[6] A. Barton-Sweeney, D. Lymberopoulos, and A. Savvides, "Sensor Localization and Camera Calibration in Distributed Camera Sensor Networks," Proc. Int'l Conf. Broadband Comm., Networks and Systems, 2006.
[7] H. Lee and H. Aghajan, "Collaborative Node Localization in Surveillance Networks Using Opportunistic Target Observations," Proc. ACM Int'l Workshop Video Surveillance and Sensor Networks, 2006.
[8] D. Devarajan, R.J. Radke, and H. Chung, "Distributed Metric Calibration of Ad Hoc Camera Networks," ACM Trans. Sensor Networks, vol. 2, pp. 380-403, 2006.
[9] H. Bidgoli, "Hacking Techniques in Wireless Networks," The Handbook of Information Security. John Wiley & Sons, 2006.
[10] J. Polastre, R. Szewczyk, and D. Culler, "Telos: Enabling Ultra-Low Power Wireless Research," Proc. IEEE Fourth Int'l Symp. Information Processing in Sensor Networks (IPSN), 2005.
[11] GreenOrbs, http:/www.greenorbs.org, 2012.
[12] L. Mo, Y. He, Y. Liu, J. Zhao, S. Tang, X.-Y. Li, and G. Dai, "Canopy Closure Estimates with GreenOrbs: Sustainable Sensing in the Forest," Proc. Seventh ACM Conf. Embedded Networked Sensor Systems (SenSys), 2009.
[13] R. Mangharam, A. Rowe, R. Rajkumar, and R. Suzuki, "Voice over Sensor Networks," Proc. IEEE 27th Int'l Real-Time Systems Symp. (RTSS), pp. 291-302, 2006.
[14] T.F. Abdelzaher, S. Prabh, and R. Kiran, "On Real-Time Capacity Limits of Multihop Wireless Sensor Networks," Proc. IEEE 25th Int'l Real-Time Systems Symp. (RTSS), 2004.
[15] T. Yan, D. Ganesan, and R. Manmatha, "Distributed Image Search in Sensor Networks," Proc. Sixth ACM Conf. Embedded Network Sensor Systems (SenSys), 2008.
[16] P. Kulkarni, D. Ganesan, and P. Shenoy, "The Case for Multi-Tier Camera Sensor Networks," Proc. ACM Int'l Workshop Network and Operating Systems Support for Digital Audio and Video (NOSSDAV), pp. 141-146, 2005.
[17] W.-C. Feng, E. Kaiser, W.C. Feng, and M.L. Baillif, "Panoptes: Scalable Low-Power Video Sensor Networking Technologies," ACM Trans. Multimedia Computing, Comm., and Applications, vol. 1, pp. 151-167, May 2005.
[18] R. Holman, J. Stanley, and T. Ozkan-Haller, "Applying Video Sensor Networks to Nearshore Environment Monitoring," IEEE Pervasive Computing, vol. 2, no. 4, pp. 14-21, Oct.-Dec. 2003.
[19] S. Kumar, T.H. Lai, and A. Arora, "Barrier Coverage With Wireless Sensors," Proc. ACM MobiCom, 2005.
[20] Z. Guo, Y. Guo, F. Hong, X. Yang, Y. He, Y. Feng, and Y. Liu, "Perpendicular Intersection: Locating Wireless Sensors with Mobile Beacon," Proc. IEEE Real-Time Systems Symp. (RTSS), 2008.
[21] H.-l. Chang, J.-B. Tian, T.-T. Lai, H.-H. Chu, and P. Huang, "Spinning Beacons for Precise Indoor Localization," Proc. Sixth ACM Conf. Embedded Network Sensor Systems (SenSys), 2008.
[22] Z. Zhong and T. He, "Achieving Range-Free Localization Beyond Connectivity," Proc. Seventh ACM Conf. Embedded Network Sensor Systems (SenSys), 2009.
[23] C. Peng, G. Shen, Y. Zhang, Y. Li, and K. Tan, "BeepBeep: A High Accuracy Acoustic Ranging System using COTS Mobile Devices," Proc. Fifth Int'l Conf. Embedded Networked Sensor Systems (Sensys), 2007.
[24] O. Faugeras, F. Lustman, and G. Toscani, "Motion and Structure from Motion from Point and Line Matches," Proc. IEEE First Int'l Conf. Computer Vision (ICCV), 1987.
[25] X. Liu, P. Kulkarni, P. Shenoy, and D. Ganesan, "Snapshot: A Self-Calibration Protocol for Camera Sensor Networks," Proc. Int'l Conf. Broadband Comm., Networks and Systems, 2006.
[26] R. Hartley, "In Defense of the Eight-Point Algorithm," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 6, pp. 580-593, June 1997.
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