PROBABILITY SENSING MODEL BASED ENHANCEMENT OF COVERAGE FOR VIDEO SENSOR NETWORKS

Publications

Share / Export Citation / Email / Print / Text size:

International Journal on Smart Sensing and Intelligent Systems

Professor Subhas Chandra Mukhopadhyay

Exeley Inc. (New York)

Subject: Computational Science & Engineering , Engineering, Electrical & Electronic

GET ALERTS

eISSN: 1178-5608

DESCRIPTION

3
Reader(s)
11
Visit(s)
0
Comment(s)
0
Share(s)

VOLUME 9 , ISSUE 3 (September 2016) > List of articles

PROBABILITY SENSING MODEL BASED ENHANCEMENT OF COVERAGE FOR VIDEO SENSOR NETWORKS

Zhang Ju-Wei * / Li Na / Wu Ning-Ning / Shi Jingzhuo

Keywords : Probability sensing model, video sensor nodes, virtual force.

Citation Information : International Journal on Smart Sensing and Intelligent Systems. Volume 9, Issue 3, Pages 1,341-1,361, DOI: https://doi.org/10.21307/ijssis-2017-921

License : (CC BY-NC-ND 4.0)

Received Date : 15-March-2016 / Accepted: 10-July-2016 / Published Online: 01-September-2016

ARTICLE

ABSTRACT

With the foundation of the video probabilistic sensing model that sensing direction is
steerable, the study on path coverage enhancement algorithm for video sensor networks has been
improved, analysis the position of effective center of mass in the sensor’s model, the network
calculates the gravitation between the target track points and the trace nodes, and the repulsive
force between both trace nodes of the target track points, then the trace node adjusts its sense
direction, make the probability of the target track points which is perceived by the sensor network
equals or exceeds the perception threshold. The simulation result shows that, this improved
algorithm has make further improvement on the perception of the target which is move in the
coverage area, it uses more fewer directional video nodes, but the video sensor networks is fully and
high effectively covering the target trajectory.

Content not available PDF Share

FIGURES & TABLES

REFERENCES

[1] Ren Feng-yuan, Huang Hai-ning, Lin Chuang, “Wireless Sensor Networks ,” [J]. Journal
of Software, vol.14(7), pp.1282-1291, 2003.
[2] You-Chiun Wang, Yung-Fu Chen, Yu-Chee Tseng, “Using Rotatable and Directional
(R&D) Sensors to Achieve Temporal Coverage of Objects and Its Surveillance Application ,”
[J]. IEEE Transactions on Mobile Computing, vol. 8(11), pp. 1358-1371, 2012.
[3] Cheng Wei-fang, Liao Xiang-ke, Shen Chang-xiang, “Maximal Coverage Scheduling in
Wireless Directional Sensor Networks ,” [J]. Journal of Software, vol.20(4), pp. 975-984,
2009.
[4] S.Mini, Siba K.Udgata, Samrat L. Sabat, “Sensor Deployment and Scheduling for Target
Coverage Problem in Wireless Sensor Networks ,”[J]. IEEE Sensors Journal, vol.14(3),
pp.636-644, 2014.
[5] Zhao Chun-Jiang, WU Hua-rui ,Liu Qiang, Zhu Li, “Optimization strategy on coverage
control in wireless sensor network based on Voronoi ,”[J]. Journal on Communications,
vol.34(9), pp.115-121, 2013.
[6] Lu Ke-zhong, Feng Yu-hong, Mao Rui, Luo Qiu-ming, Liu Gang, “A Greedy Iterative
Algorithm of Coverage Enhancing Problem in Directional Sensor Networks ,”[J]. Acta
Electronica Sinica, vol.40(4), pp. 683-694, 2012.
[7] Tien-Wen Sung, Chu-Sing Yang, “Voronoi-based coverage improvement approach for
wireless directional sensor networks ,”[J]. Journal of Network and Computer Applications,
vol.39, pp. 202-213, 2014.
[8] Md.Mofijul Islam, Md.Ahasanuzzaman, Md.Abdur Razzaque, Mohammad Mehedi
Hassan, Atif Alamri, “A Distributed Clustering Algorithm for Target Coverage in Directional
Sensor Networks ,” [C]. 2014 IEEE Asia Pacific Conference on Wireless and Mobile, 2014, 8,
pp.42-47.
[9] C. K. Liang, C. H. Tsan, T. H. Chu, “Coverage enhancing algorithms in directional sensor
networks with rotatable sensors ,”[C]. In Proc. IEEE Asia-Pacific Services Comput. Conf, 2011, 12, pp.377-383.
[10] Tao D, Ma H.D, “Coverage-Enhancing algorithm for directional sensor networks ,”[J].
Mobile Ad-Hoc and Sensor Networks, vol.4325, pp.256-267, 2006.
[11] Tao Dan, Ma Hua-dong, Liu Liang, “ Study on Path Coverage Enhancement Algorithm
for Video Sensor Networks ,”[J]. Acta Electronica Sinica, vol.36(7), pp. 1291-1296, 2008.
[12] Jiang Yi-bo, Wang Wan-liang, Chen Wei-jie, Zheng Jian-wei, Yao Xin-wei, “Coverage
Optimization of Occlusion-Free Surveillance for Video Sensor Networks ,”[J]. Journal of
Software, vol.23(2), pp. 310-322, 2012.
[13] J. Zhao, J. C. Zeng, “A virtual centripetal force-based coverage enhancing algorithm for
wireless multimedia sensor networks ,”[J]. Sensors Journal, vol.10(8), pp.1328–1334, 2010.
[14] M. Amac Guvensan, A. Gokhan Yavuz, “A New Coverage Improvement Algorithm
Based on Motility Capability of Directional Sensor Nodes ,”[J]. Ad-hoc Mobile and Wireless
Networks, vol.6811, pp.206-219, 2011.
[15] Liu Hui, Chai Zhi-Jie,Du Jun-zhao, Wu Bo, “Sensor Redeployment Algorithm Based on
Combined Virtual Forces in Three Dimensional Space ,”[J]. Acta Autoumatica Sinica,
vol.37(6), pp.713-723, 2011.
[16] Jiang Xu ,Huanyan Qian , Wenhao Ying ,Jun Zhang, “A Deployment Algorithm for
Mobile Wireless Sensor Networks Based on the Electrostatic Filed Theory,”[J]. International
Journal on Smart Sensing and Intelligent Systems,Vol.8(1),pp516-537,2015.
[17] Yin Zhouping, “Nodes Control Algorithm Design Based Coverage and Connectivity of
Wireless Sensor Network,”[J]. International Journal on Smart Sensing and Intelligent
Systems,vol.8(1),pp272-290,2015.
[18] Hengchang Jing, “Coverage Holes Recovery Algorithm Based on Nodes Balance
Distance of Underwater Wireless Sensor Network,”[J]. International Journal on Smart
Sensing and Intelligent Systems,vol.7(4),pp1890-1907,2014.
[19] Tao Dan, Ma Hua-dong, “Coverage Control Algorithms for Directional Sensor
Networks ,”[J]. Journal of Software, vol.22 (10), pp.2317-2334, 2011.
[20] Meng Fan-zhi, Wang Huan- zhao, He Hui, “Connected Coverage Protocol Using
Cooperative Sensing Model for Wireless Sensor Networks ,”[J]. Acta Electronica Sinica,
vol.4(39),pp.772-779,2011

EXTRA FILES

COMMENTS