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Deploy Efficiency Driven k-Barrier Construction Scheme Based on Target Circle in Directional Sensor Network

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Abstract

With the increasing demand for security, building strong barrier coverage in directional sensor networks is important for effectively detecting un-authorized intrusions. In this paper, we propose an efficient scheme to form the strong barrier coverage by adding the mobile nodes one by one into the barrier. We first present the concept of target circle which determines the appropriate residence region and working direction of any candidate node to be added. Then we select the optimal relay sensor to be added into the current barrier based on its input-output ratio (barrier weight) which reflects the extension of barrier coverage. This strategy looses the demand of minimal required sensor nodes (maximal gain of each sensor) or maximal lifetime of one single barrier, leading to an augmentation of sensors to be used. Numerical simulation results show that, compared with the available schemes, the proposed method significantly reduces the minimal deploy density required to establish k-barrier, and increases the total service lifetime with a high deploy efficiency.

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References

  1. Zhang X, Zhou Y, Zhang Q, Lee V C S, Li M. Problem specific MOEA/D model for barrier coverage with wireless sensors. IEEE Transactions on Systems, Man, and Cybernetics, 2017, 47(11): 3854-3865.

    Google Scholar 

  2. Yang T, Mu D, Hu W. Energy-efficient coverage quality guaranteed in wireless sensors network. Applied Mathematics & Information Sciences, 2013, 7(5): 1685-1691.

    Article  Google Scholar 

  3. Wu F, Gui Y, Wang Z, Gao X, Chen G. A survey on barrier coverage with sensors. Frontiers of Computer Science, 2016, 10(6): 968-984.

    Article  Google Scholar 

  4. Kumar S, Lar T H, Arora A. Barrier coverage with wireless sensors. In Proc. the 11th Annual International Conference on Mobile Computing and Networking, August 2005, pp.284-298.

  5. Tao D, Wu T. A survey on barrier coverage problem in directional sensor networks. IEEE Sensors Journal, 2015, 15(2): 876-885.

    Article  Google Scholar 

  6. Ma H D, Liu Y H. On coverage problems of directional sensor networks. In Proc. the 1st International Conference of Mobile Ad-Hoc and Sensor Networks, December 2005, pp.721-731.

  7. Güvensan M A, Yavuz A G. On coverage issues in directional sensor networks: A survey. Ad Hoc Networks, 2011, 9(7): 1238-1255.

    Article  Google Scholar 

  8. Wang B. Coverage problems in sensor networks: A survey. ACM Computing Surveys, 2011, 43(4): Article No. 32.

  9. Chi K K, Zhu Y H, Li Y et al. Minimization of transmission completion time in wireless powered communication networks. IEEE Internet of Things Journal, 2017, 4(5): 1671-1683.

    Article  Google Scholar 

  10. Yu Z, Chi K K, Hu P, Zhu Y, Liu X. Energy provision minimization in wireless powered communication networks with node throughput requirement. IEEE Transactions on Vehicular Technology, 2019, 68(7): 7057-7070.

    Article  Google Scholar 

  11. Ssu K F, Wang W T, Wu F K et al. K-barrier coverage with a directional sensing model. International Journal on Smart Sensing and Intelligent Systems, 2009, 2(1): 75-93.

    Article  Google Scholar 

  12. He J, Shi H C. A distributed algorithm for finding maximum barrier coverage in wireless sensor networks. In Proc. the 2010 Global Communications Conference, December 2010.

  13. Purohit A, Sun Z, Mokaya F, Zhang P. SensorFly: Controlled-mobile sensing platform for indoor emergency response applications. In Proc. the 10th International Conference on Information Processing in Sensor Networks, April 2011, pp.223-234.

  14. Cheng C F, Tsai K T. Distributed barrier coverage in wireless visual sensor networks with β-QoM. IEEE Sensors Journal, 2012, 12(6): 1726-1735.

    Article  Google Scholar 

  15. Tao D, Tang S J, Zhang H T et al. Strong barrier coverage in directional sensor networks. Computer Communications, 2012, 35(8): 895-905.

    Article  Google Scholar 

  16. Fusco G, Gupta H, Shi H. Placement and orientation of rotating directional sensors. In Proc. the 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, June 2010, pp.332-340.

  17. Wang Z B, Liao J L, Cao Q et al. Barrier coverage in hybrid directional sensor networks. In Proc. the 10th IEEE Conference on Mobile Ad-Hoc and Sensor Systems, October 2013, pp.222-230.

  18. Du J Z, Wang K, Liu H, Guo D K. Maximizing the lifetime of k-discrete barrier coverage using mobile sensors. IEEE Sensors Journal, 2013, 13(12): 4690-4701.

    Article  Google Scholar 

  19. Wang Z B, Liao J L, Cao Q et al. Achieving k-barrier coverage in hybrid directional sensor networks. IEEE Transactions on Mobile Computing, 2014, 13(7): 1443-1455.

    Article  Google Scholar 

  20. Ren Y M, Fan X G, Wang H. A distributing scheme for directional barrier coverage enhancing in DSN. Chinese Journalof Sensors and Actuators, 2015, 28(7): 1051-1057. (in Chinese)

    Google Scholar 

  21. Fan X G, Wang C, Yang J J et al. A strong k-barrier construction scheme based on selecting box for directional sensor networks. Chinese Journal of Computers, 2016, 39(5): 946-960. (in Chinese)

    MathSciNet  Google Scholar 

  22. Wang Z B, Chen H L, Cao Q et al. Fault tolerant barrier coverage for wireless sensor networks. In Proc. the 2014 IEEE Conference on Computer Communications, April 2014, pp.1869-1877.

  23. Tao D, Ma H D. Coverage control algorithms for directional sensor networks. Journal of Software, 2011, 22(10): 2315-2332. (in Chinese)

    Article  Google Scholar 

  24. Chen J, Zhang L, Kuo Y. Coverage-enhancing algorithm based on overlap-sense ratio in wireless multimedia sensor networks. IEEE Sensors Journal, 2013, 13(6): 2077-2083.

    Article  Google Scholar 

  25. Mohamadi H, Salleh S, Ismail A S. A learning automatabased solution to the priority-based target coverage problem in directional sensor networks. Wireless Personal Communications, 2014, 79(3): 2323-2338.

    Article  Google Scholar 

  26. Mostafaei H, Shojafar M, Zaher B et al. Barrier coverage of WSNs with the imperialist competitive algorithm. The Journal of Supercomputing, 2017, 73(11): 4957-4980.

    Article  Google Scholar 

  27. Mostafaei H. Stochastic barrier coverage in wireless sensor networks based on distributed learning automata. Computer Communications, 2015, 55(1): 51-61.

    Article  MathSciNet  Google Scholar 

  28. Mostafaei H, Chowdhurry M U, Obaidat M S. Border surveillance with WSN systems in a distributed manner. IEEE Systems Journal, 2018, 12(4): 3703-3712.

    Article  Google Scholar 

  29. Wang Z B, Chen H, Cao Q et al. Achieving location error tolerant barrier coverage for wireless sensor networks. Computer Networks, 2017, 112(C): 314-328.

    Article  Google Scholar 

  30. Tian J, Zhang W S, Wang G L et al. 2D k-barrier dutycycle scheduling for intruder detection in wireless sensor networks. Computer Communications, 2014, 43: 31-42.

    Article  Google Scholar 

  31. Zhang L, Tang J, Zhang W Y. Strong barrier coverage with directional sensors. In Proc. the 2009 Global Communications Conference, November 2009.

  32. Tao D, Mao X F, Tang S J, Zhang H et al. Strong barrier coverage using directional sensors with arbitrarily tunable orientations. In Proc. the 7th International Conference on Mobile Ad-hoc and Sensor Networks, December 2011, pp.68-74.

  33. Tang F L, Youn L S, Guo S et al. A chain-cluster based routing algorithm for wireless sensor networks. Journal of Intelligent Manufacturing, 2012, 23(4): 1305-1313.

    Article  Google Scholar 

  34. Shih K P, Chou C M, Liu I H et al. On barrier coverage in wireless camera sensor networks. In Proc. the 24th IEEE International Conference on Advanced Information Networking and Applications, April 2010, pp.873-879.

  35. Tao D, Chen H J. Strong barrier coverage detection algorithm for directional field of view sensor networks. Journal of Beijing Jiaotong University, 2010, 35(5): 8-11.

    Google Scholar 

  36. Sung T W, Yang C S. Distributed Voronoi-based selfredeployment for coverage enhancement in a mobile directional sensor network. International Journal of Distributed Sensor Networks, 2013, 9(11): Article No. 165498.

  37. Chang C Y, Hsiao C Y, Chin Y T. The k-barrier coverage mechanism in wireless visual sensor networks. In Proc. the 2012 IEEE Wireless Communications and Networking Conference, Apr. 2012, pp.2318-2322.

  38. Güvensan M A, Yavuz A G. Hybrid movement strategy in self-orienting directional sensor networks. Ad Hoc Networks, 2013, 11(3): 1075-1090.

    Article  Google Scholar 

  39. Ma H D, Li Y, Chen W P. Energy efficient k-barrier coverage in limited mobile wireless sensor networks. Computer Communications, 2012, 35(14): 1749-1758.

    Article  Google Scholar 

  40. Fan X, Chen Q, Che Z, Hao X. Energy-efficient probabilistic barrier construction in directional sensor networks. IEEE Sensors Journal, 2017, 17(3): 897-908.

    Article  Google Scholar 

  41. Zhao L, Bai G, Jiang Y, Shen H, Tang Z. Optimal deployment and scheduling with directional sensors for energyefficient barrier coverage. International Journal of Distributed Sensor Networks, 2014, 10(1): Article No. 596983.

  42. Chen A, Kumar S, Lai T H. Local barrier coverage in wireless sensor networks. IEEE Transaction on Mobile Computing, 2010, 9(4): 491-504.

    Article  Google Scholar 

  43. Wang Z B, Cao Q, Qi H, Chen H, Wang Q. Cost-effective barrier coverage formation in heterogeneous wireless sensor networks. Ad Hoc Networks, 2017, 64: 65-79.

    Article  Google Scholar 

  44. Sibley G T, Rahimi M H, Sukhatme G S. Robomote: A tiny mobile robot platform for large-scale sensor networks. In Proc. the 2002 IEEE International Conference on Robotics and Automation, May 2002, pp.1143-1148.

  45. Xu J, Singh R, Garnier N B, Sinha S, Pumir A. The effect of quenched disorder on dynamical transitions in systems of coupled cells. New Journal of Physics, 2013, 15(9): Article No. 093046.

  46. He S, Chen J, Li X, Shen X, Sun Y. Cost-effective barrier coverage by mobile sensor networks. In Proc. the 2012 International Conference on Computer Communications, March 2012, pp.819-827.

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Correspondence to Xing-Gang Fan.

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Fan, XG., Che, ZC., Hu, FD. et al. Deploy Efficiency Driven k-Barrier Construction Scheme Based on Target Circle in Directional Sensor Network. J. Comput. Sci. Technol. 35, 647–664 (2020). https://doi.org/10.1007/s11390-020-9210-5

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  • DOI: https://doi.org/10.1007/s11390-020-9210-5

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