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Frontiers of Computer Science

ISSN 2095-2228

ISSN 2095-2236(Online)

CN 10-1014/TP

Postal Subscription Code 80-970

2018 Impact Factor: 1.129

Front. Comput. Sci.    2016, Vol. 10 Issue (6) : 968-984    https://doi.org/10.1007/s11704-016-5532-4
REVIEW ARTICLE
A survey on barrier coverage with sensors
Fan WU1(),Yang GUI1,Zhibo WANG2,Xiaofeng GAO1,Guihai CHEN1
1. Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
2. School of Computer,Wuhan University,Wuhan 430072, China
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Abstract

For various applications, sensors are deployed to monitor belt regions to guarantee that every movement crossing a barrier of sensors will be detected in real-time with high accuracy and minimize the need for human support. The barrier coverage problem is introduced to model these requirements, and has been examined thoroughly in the past decades. In this survey, we state the problem definitions and systematically consider sensing models, design issues and challenges in barrier coverage problem. We also review representative algorithms in this survey. Furthermore, we provide discussions on some extensions and variants of barrier coverage problems.

Keywords sensor network      barrier coverage     
Corresponding Author(s): Fan WU   
Just Accepted Date: 30 May 2016   Online First Date: 19 September 2016    Issue Date: 11 October 2016
 Cite this article:   
Fan WU,Yang GUI,Zhibo WANG, et al. A survey on barrier coverage with sensors[J]. Front. Comput. Sci., 2016, 10(6): 968-984.
 URL:  
https://academic.hep.com.cn/fcs/EN/10.1007/s11704-016-5532-4
https://academic.hep.com.cn/fcs/EN/Y2016/V10/I6/968
1 Akyildiz I F, Su W, Sankarasubramaniam Y, Cayirci E. Wireless sensor networks: a survey. Elsevier Computer Networks, 2002, 38(4): 393–422
https://doi.org/10.1016/S1389-1286(01)00302-4
2 Yick J, Mukherjee B, Ghosal D. Wireless sensor network survey. Elsevier Computer Networks, 2008, 52(12): 2292–2330
https://doi.org/10.1016/j.comnet.2008.04.002
3 Kumar S, Lai T H, Arora A. Barrier coverage with wireless sensors. In: Proceedings of the 11th Annual International Conference on Mobile Computing and Networking. 2005, 284–298
https://doi.org/10.1145/1080829.1080859
4 Liu B, Dousse O, Wang J, Saipulla A. Strong barrier coverage of wireless sensor networks. In: Proceedings of the 9th ACM International Symposium on Mobile Ad Hoc Networking and Computing. 2008, 411–420
https://doi.org/10.1145/1374618.1374673
5 Huang C F, Tseng Y C. The coverage problem in a wireless sensor network. Springer Mobile Networks and Applications, 2005, 10(4): 519–528
https://doi.org/10.1007/s11036-005-1564-y
6 Schrijver A. Combinatorial Optimization. Springer, 2003
7 He J, Shi H. A distributed algorithm for finding maximum barrier coverage in wireless sensor networks. In: Proceedings of Global Telecommunications Conference. 2010, 1–5
https://doi.org/10.1109/glocom.2010.5683255
8 Barr S, Liu B, Wang J. Barrier coverage for underwater sensor networks. In: Proceedings of the IEEE Military Communications Conference. 2008, 1–7
https://doi.org/10.1109/milcom.2008.4753077
9 Kong L, Zhu Y, Wu M Y, Shu W. Mobile barrier coverage for dynamic objects in wireless sensor networks. In: Proceedings of the 9th IEEE International Conference on Mobile Ad Hoc and Sensor Systems. 2012, 29–37
https://doi.org/10.1109/mass.2012.6502499
10 Saipulla A, Liu B, Wang J. Barrier coverage with airdropped wireless sensors. In: Proceedings of the IEEE Military Communications Conference. 2008, 1–7
https://doi.org/10.1109/milcom.2008.4753650
11 Cardei M, Wu J. Energy-efficient coverage problems in wireless ad-hoc sensor networks. Computer Communications, 2006, 29(4): 413–420
https://doi.org/10.1016/j.comcom.2004.12.025
12 Mao X, Liu Y, Tang S, Liu H, Han J, Li X Y. Finding best and worst k-coverage paths in multihop wireless sensor networks. IEEE Transactions on Parallel and Distributed Systems, 2013, 24(12): 2396–2406
https://doi.org/10.1109/TPDS.2012.329
13 Chen A, Li Z, Lai T H, Liu C. One-way barrier coverage with wireless sensors. In: Proceedings of IEEE INFOCOM. 2011, 626–630
https://doi.org/10.1109/infcom.2011.5935241
14 Liu B, Towsley D. A study of the coverage of large-scale sensor networks. In: Proceedings of the 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems. 2004, 475–483
15 He S, Chen J, Li X, Shen X S, Sun Y. Leveraging prediction to improve the coverage of wireless sensor networks. IEEE Transactions on Parallel and Distributed Systems, 2012, 23(4): 701–712
https://doi.org/10.1109/TPDS.2011.180
16 He S, Chen J, Li X, Shen X, Sun Y. Cost-effective barrier coverage by mobile sensor networks. In: Proceedings of IEEE INFOCOM. 2012, 819–827
https://doi.org/10.1109/infcom.2012.6195829
17 Chen A, Kumar S, Lai T H. Designing localized algorithms for barrier coverage. In: Proceedings of the 13th Annual ACM International Conference on Mobile Computing and Networking. 2007, 63–74
https://doi.org/10.1145/1287853.1287862
18 Akyildiz I F, Stuntebeck E P. Wireless underground sensor networks: research challenges. Ad Hoc Networks, 2006, 4(6): 669–686
https://doi.org/10.1016/j.adhoc.2006.04.003
19 Guvensan M A, Yavuz A G. On coverage issues in directional sensor networks: a survey. Ad Hoc Networks, 2011, 9(7): 1238–1255
https://doi.org/10.1016/j.adhoc.2011.02.003
20 Dutta P K, Arora A, Bibyk S B. Towards radar-enabled sensor networks. In: Proceedings of the 5th International Conference on Information Processing in Sensor Networks. 2006, 467–474
https://doi.org/10.1145/1127777.1127848
21 Patrascu A C. Optimizing distributed sensor placement for border patrol interdiction using microsoft excel. Technical Report. 2007
22 Somasundara A A, Ramamoorthy A, Srivastava M B. Mobile element scheduling with dynamic deadlines. IEEE Transactions on Mobile Computing, 2007, 6(4): 395–410
https://doi.org/10.1109/TMC.2007.57
23 Dantu K, Rahimi M H, Shah H, Babel S, Dhariwal A, Sukhatme G S. Robomote: enabling mobility in sensor networks. In: Proceedings of the 4th International Symposium on Information Processing in Sensor Networks. 2005, 404–409
https://doi.org/10.1109/ipsn.2005.1440957
24 Sun Z, Wang P, Vuran M C, Al-Rodhaan M, Al-Dhelaan A, Akyildiz I F. Bordersense: border patrol through advanced wireless sensor networks. Ad Hoc Networks, 2011, 9(3): 468–477
https://doi.org/10.1016/j.adhoc.2010.09.008
25 Kansal A, Kaiser W J, Pottie G J, Srivastava M B, Sukhatme G. Reconfiguration methods for mobile sensor networks. ACM Transactions on Sensor Networks, 2007, 3(4): 22
https://doi.org/10.1145/1281492.1281497
26 Tsai Y R. Sensing coverage for randomly distributed wireless sensor networks in shadowed environments. IEEE Transactions on Vehicular Technology, 2008, 57(1): 556–564
https://doi.org/10.1109/TVT.2007.905624
27 He S, Gong X, Zhang J, Chen J, Sun Y. Barrier coverage in wireless sensor networks: from lined-based to curve-based deployment. In: Proceedings of IEEE INFOCOM. 2013, 470–474
https://doi.org/10.1109/infcom.2013.6566817
28 Goldenberg D K, Bihler P, Yang Y R, Cao M, Fang J, Morse A S, Anderson B D O. Localization in sparse networks using sweeps. In: Proceedings of the 12th Annual International Conference on Mobile Computing and Networking. 2006, 110–121
https://doi.org/10.1145/1161089.1161103
29 Luo J, Shukla H V, Hubaux J P. Non-interactive location surveying for sensor networks with mobility-differentiated ToA. In: Proceedings of the 25th IEEE International Conference on Computer Communications. 2006
https://doi.org/10.1109/infocom.2006.190
30 Wang Z, Chen H, Cao Q, Qi H, Wang Z. Fault tolerant barrier coverage for wireless sensor networks. In: Proceedings of the IEEE Conference on Computer Communications. 2014
https://doi.org/10.1109/infocom.2014.6848126
31 Kumar S, Lai T H, Balogh J. On k-coverage in a mostly sleeping sensor network. In: Proceedings of the 10th Annual International Conference on Mobile Computing and Networking. 2004
https://doi.org/10.1145/1023720.1023735
32 Yang G, Qiao D. Multi-round sensor deployment for guaranteed barrier coverage. In: Proceedings of IEEE INFOCOM. 2010, 2462–2470
https://doi.org/10.1109/infcom.2010.5462074
33 Eftekhari M, Narayanan L, Opatrny J. On multi-round sensor deployment for barrier coverage. In: Proceedings of the 10th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems. 2013, 310–318
https://doi.org/10.1109/mass.2013.85
34 Czyzowicz J, Kranakis E, Krizanc D, Lambadaris I, Narayanan L, Opatrny J, Stacho L, Urrutia J, Yazdani M. On minimizing the maximum sensor movement for barrier coverage of a line segment. In: Proceedings of the International Conference on Ad-Hoc Networks and Wireless. 2009, 194–212
https://doi.org/10.1007/978-3-642-04383-3_15
35 Chen D Z, Gu Y, Li J, Wang H. Algorithms on minimizing the maximum sensor movement for barrier coverage of a linear domain. Discrete & Computational Geometry, 2013, 50(2): 374–408
https://doi.org/10.1007/s00454-013-9525-x
36 Li S, Shen H. Minimizing the maximum sensor movement for barrier coverage in the plane. In: Proceedings of the IEEE Conference on Computer Communications. 2015, 244–252
https://doi.org/10.1109/infocom.2015.7218388
37 Czyzowicz J, Kranakis E, Krizanc D, Lambadaris I, Narayanan L, Opatrny J, Stacho L, Urrutia J, Yazdani M. On minimizing the sum of sensor movements for barrier coverage of a line segment. In: Proceedings of International Conference on Ad-Hoc Networks and Wireless. 2010, 29–42
https://doi.org/10.1007/978-3-642-14785-2_3
38 Han K, Xiang L, Luo J, Liu Y. Minimum-energy connected coverage in wireless sensor networks with omni-directional and directional features. In: Proceedings of the 13th ACM International Symposium on Mobile Ad-Hoc Networking and Computing. 2012, 85–94
https://doi.org/10.1145/2248371.2248386
39 Tao D, Tang S, Zhang H, Mao X, Ma H. Strong barrier coverage in directional sensor networks. Computer Communications, 2012, 35(8): 895–905
https://doi.org/10.1016/j.comcom.2012.01.022
40 Bendimerad N, Kechar B. Coverage enhancement in wireless videobased sensor networks with rotating capabilities. In: Amine A, Otmane A M, Bellatreche L, eds. Modeling Approaches and Algorithms for Advanced Computer Applications. Springer International Publishing, 2013, 105–114
https://doi.org/10.1007/978-3-319-00560-7_15
41 Zhang L, Tang J, Zhang W. Strong barrier coverage with directional sensors. In: Proceedings of Global Telecommunications Conference. 2009, 1–6
https://doi.org/10.1109/glocom.2009.5425893
42 Saipulla A, Liu B, Xing G, Fu X, Wang J. Barrier coverage with sensors of limited mobility. In: Proceedings of the 11th ACM International Symposium on Mobile Ad-Hoc Networking and Computing. 2010, 201–210
https://doi.org/10.1145/1860093.1860121
43 Hesari M E, Kranakis E, Krizanc D, Ponce O M, Narayanan L, Opatrny J, Shende S M. Distributed algorithms for barrier coverage using relocatable sensors. In: Proceedings of the 2013 ACM Symposium on Principles of Distributed Computing. 2013, 383–392
44 Bar-Noy A, Rawitz D, Terlecky P. Maximizing barrier coverage lifetime with mobile sensors. In: Proceedings of European Symposium on Algorithms. 2013, 97–108
https://doi.org/10.1007/978-3-642-40450-4_9
45 Saipulla A, Westphal C, Liu B, Wang J. Barrier coverage with linebased deployed mobile sensors. Ad Hoc Networks, 2013, 11(4): 1381–1391
https://doi.org/10.1016/j.adhoc.2010.10.002
46 Hu Y, Han S, Wang X, Gan X. Critical sensing range for camera sensor networks. In: Proceedings of IEEE INFOCOM. 2014, 970–978
47 Kumar S, Lai T H, Balogh J. On k-coverage in a mostly sleeping sensor network. Wireless Networks, 2008, 14(3): 277–294
https://doi.org/10.1007/s11276-006-9958-8
48 Yamamoto K, Ozaki H, Suzuki T, Wada T, Mutsuura K, Okada H. Barrier coverage constructions for border security systems using wireless sensors. In: Proceedings of the 40th International Conference on Parallel Processing Workshops. 2011, 50–56
https://doi.org/10.1109/icppw.2011.31
49 Kumar S, Lai T H, Posner M E, Sinha P. Maximizing the lifetime of a barrier of wireless sensors. IEEE Transactions on Mobile Computing, 2010, 9(8): 1161–1172
https://doi.org/10.1109/TMC.2010.78
50 Kim D, Kim J, Li D, Kwon S S, Tokuta A O. On sleep-wakeup scheduling of non-penetrable barrier-coverage of wireless sensors. In: Proceedings of Global Communications Conference. 2012, 321–327
51 Chang C Y, Hsiao C Y, Chang C T. The k-barrier coverage mechanism in wireless visual sensor networks. In: Proceedings of the IEEE Wireless Communications and Networking Conference. 2012, 2318–2322
https://doi.org/10.1109/wcnc.2012.6214180
52 Chen A, Lai T H, Xuan D. Measuring and guaranteeing quality of barrier-coverage in wireless sensor networks. In: Proceedings of the 9th ACM International Symposium on Mobile Ad-Hoc Networking and Computing. 2008, 421–430
https://doi.org/10.1145/1374618.1374674
53 Lee C, Shin D, Bae S W, Choi S. Best and worst-case coverage problems for arbitrary paths in wireless sensor networks. Ad Hoc Networks, 2013, 11(6): 1699–1714
https://doi.org/10.1016/j.adhoc.2013.03.005
54 Tao D, Mao X F, Tang S J, Zhang H T, Ma H D, Xie H J. Strong barrier coverage using directional sensors with arbitrarily tunable orientations. In: Proceedings of the 7th International Conference on Mobile Ad-hoc and Sensor Networks. 2011, 68–74
https://doi.org/10.1109/msn.2011.74
55 Wang Y, Cao G. On full-view coverage in camera sensor networks. In: proceedings of IEEE INFOCOM. 2011, 1781–1789
https://doi.org/10.1109/infcom.2011.5934977
56 Wang Y, Cao G. Barrier coverage in camera sensor networks. In: Proceedings of the 12th ACM International Symposium onMobile Ad Hoc Networking and Computing. 2011
https://doi.org/10.1145/2107502.2107518
57 Ma H, Yang M, Li D, Hong Y, Chen W. Minimum camera barrier coverage in wireless camera sensor networks. In: Proceedings of IEEE INFOCOM. 2012, 217–225
https://doi.org/10.1109/infcom.2012.6195602
58 Yang C, Zhu W, Liu J, Chen L, Chen D, Cao J. Self-orienting the cameras for maximizing the view-coverage ratio in camera sensor networks. Pervasive and Mobile Computing, 2014, 17: 102–121
https://doi.org/10.1016/j.pmcj.2014.04.002
59 Yu Z, Yang F, Teng J, Champion A C, Xuan D. Local face-view barrier coverage in camera sensor networks. In: Proceedings of the 2015 IEEE Conference on Computer Communications. 2015, 684–692
https://doi.org/10.1109/INFOCOM.2015.7218437
60 Gong X, Zhang J, Cochran D. When target motion matters: Doppler coverage in radar sensor networks. In: Peoceedings of IEEE INFOCOM. 2013, 1169–1177
61 Gong X, Zhang J, Cochran D, Xing K. Barrier coverage in bistatic radar sensor networks: cassini oval sensing and optimal placement. In: Proceedings of the 14th ACM international Symposium on Mobile Ad Hoc Networking and Computing. 2013, 49–58
https://doi.org/10.1145/2491288.2491305
62 Noori M, Movaghati S, Ardakani M. Characterizing the path coverage of random wireless sensor networks. EURASIP Journal on Wireless Communications and Networking, 2010, 2010(1): 1–11
https://doi.org/10.1155/2010/716565
63 Li L, Zhang B, Shen X, Zheng J, Yao Z. A study on the weak barrier coverage problem in wireless sensor networks. Computer Networks, 2011, 55(3): 711–721
https://doi.org/10.1016/j.comnet.2010.10.008
64 Li J, Chen J, Lai T H. Energy-efficient intrusion detection with a barrier of probabilistic sensors. In: Proceedings of IEEE INFOCOM. 2012, 118–126
https://doi.org/10.1109/infcom.2012.6195479
65 Zhao L, Bai G, Jiang Y, Shen H, Tang Z. Optimal deployment and scheduling with directional sensors for energy-efficient barrier coverage. International Journal of Distributed Sensor Networks, 2014, 2014: 1–9
66 Kong L, Liu X, Li Z, Wu M Y. Automatic barrier coverage formation with mobile sensor networks. In: Proceedings of the 2010 IEEE International Conference on Communications. 2010, 1–5
https://doi.org/10.1109/ICC.2010.5501990
67 Ban D, Jiang J, Yang W, Dou W, Yi H. Strong k-barrier coverage with mobile sensors. In: Proceedings of the 6th ACM International Wireless Communications and Mobile Computing Conference. 2010, 68–72
https://doi.org/10.1145/1815396.1815413
68 Bhattacharya B K, Burmester M, Hu Y, Kranakis E, Shi Q, Wiese A. Optimal movement of mobile sensors for barrier coverage of a planar region. Theoretical Computer Science, 2009, 410(52): 5515–5528
https://doi.org/10.1016/j.tcs.2009.07.007
69 Keung G Y, Li B, Zhang Q. The intrusion detection in mobile sensor network. In: Proceedings of the 11th ACM International Symposium on Mobile Ad Hoc Networking and Computing. 2010, 11–20
https://doi.org/10.1145/1860093.1860096
70 Silvestri S. Mobibar: barrier coverage with mobile sensors. In: Proceedings of Global Telecommunications Conference. 2011, 1–6
https://doi.org/10.1109/glocom.2011.6133536
71 He S, Chen J, Li X, Shen X S, Sun Y. Mobility and intruder prior information improving the barrier coverage of sparse sensor networks. IEEE Transactions on Mobile Computing, 2014, 13(6): 1268–1282
https://doi.org/10.1109/TMC.2013.129
72 Wang Z, Liao J, Cao Q, Qi H, Wang Z. Barrier coverage in hybrid directional sensor networks. In: Proceedings of the 10th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems. 2013, 222–230
https://doi.org/10.1109/mass.2013.12
73 Wang Z, Liao J, Cao Q, Qi H, Wang Z. Achieving k-barrier coverage in hybrid directional sensor networks. IEEE Transactions on Mobile Computing, 2014, 13(7): 1443–1455
https://doi.org/10.1109/TMC.2013.118
74 Lai Y L, Jiang J R. Barrier coverage with optimized quality for wireless sensor networks. In: Proceedings of the 5th International Symposium on Wireless Personal Multimedia Communications. 2012, 192–196
75 He J, Shi H. Constructing sensor barriers with minimum cost in wireless sensor networks. Journal of Parallel and Distributed Computing, 2012, 72(12): 1654–1663
https://doi.org/10.1016/j.jpdc.2012.07.004
76 Ma H, Li D, Chen W, Zhu Q, Yang H. Energy efficient k-barrier coverage in limited mobile wireless sensor networks. Computer Communications, 2012, 35(14): 1749–1758
https://doi.org/10.1016/j.comcom.2012.04.021
77 Fan H, Li M, Sun X, Wan P J, Zhao Y. Barrier coverage by sensors with adjustable ranges. ACM Transactions on Sensor Networks (TOSN), 2014, 11(1): 14
https://doi.org/10.1145/2629518
78 Dobrev S, Durocher S, Hesari M E, Georgiou K, Kranakis E, Krizanc D, Narayanan L, Opatrny J, Shende S M, Urrutia J. Complexity of barrier coverage with relocatable sensors in the plane. Theoretical Computer Science, 2015, 579: 64–73
https://doi.org/10.1016/j.tcs.2015.02.006
79 Medagliani P, Leguay J, Ferrari G, Gay V, Lopez-Ramos M. Energyefficient mobile target detection in wireless sensor networks with random node deployment and partial coverage. Pervasive and Mobile Computing, 2012, 8(3): 429–447
https://doi.org/10.1016/j.pmcj.2011.02.004
80 Chen J, Li J, Lai T H. Trapping mobile targets in wireless sensor networks: an energy-efficient perspective. IEEE Transactions on Vehicular Technology, 2013, 62(7): 3287–3300
https://doi.org/10.1109/TVT.2013.2254732
81 Tan X, Wu G. New algorithms for barrier coverage with mobile sensors. In: Proceedings of International Workshop on Frontiers in Algorithmics. 2010, 327–338
https://doi.org/10.1007/978-3-642-14553-7_31
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