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Volumn 43, Issue 5, 2013, Pages 1473-1483

An efficient genetic algorithm for maximum coverage deployment in wireless sensor networks

Author keywords

Genetic algorithm; Maximum coverage; Sensor deployment; Solution space

Indexed keywords

BATTLEFIELD SURVEILLANCE; EFFICIENT GENETIC ALGORITHMS; ENVIRONMENTAL MONITORING; MAXIMUM COVERAGE; NORMALIZATION METHODS; PERFORMANCE METRICS; SENSOR DEPLOYMENT; SOLUTION SPACE;

EID: 84888085822     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2013.2250955     Document Type: Article
Times cited : (323)

References (57)
  • 2
    • 0019648752 scopus 로고
    • A survey of heuristics for the weighted matching problem
    • D. Avis, "A survey of heuristics for the weighted matching problem," Networks, vol. 13, no. 4, pp. 475-493, 1983.
    • (1983) Networks , vol.13 , Issue.4 , pp. 475-493
    • Avis, D.1
  • 3
    • 77953362827 scopus 로고    scopus 로고
    • Push & pull: Autonomous deployment of mobile sensors for a complete coverage
    • N. Bartolini, T. Calamoneri, E. G. Fusco, A. Massini, and S. Silvestri," "Push & pull: Autonomous deployment of mobile sensors for a complete coverage," Wireless Netw., vol. 16, no. 3, pp. 607-625, 2010.
    • (2010) Wireless Netw. , vol.16 , Issue.3 , pp. 607-625
    • Bartolini, N.1    Calamoneri, T.2    Fusco, E.G.3    Massini, A.4    Silvestri, S.5
  • 7
    • 85029768876 scopus 로고    scopus 로고
    • Coverage in wireless sensor networks
    • M. Ilyas and I. Mahgoub, Eds. Boca Raton, FL, USA: CRC Press
    • M. Cardei and J. Wu, "Coverage in wireless sensor networks," in Handbook of Sensor Networks, M. Ilyas and I. Mahgoub, Eds. Boca Raton, FL, USA: CRC Press, 2004.
    • (2004) Handbook of Sensor Networks
    • Cardei, M.1    Wu, J.2
  • 8
    • 0036933529 scopus 로고    scopus 로고
    • Grid coverage for surveillance and target location in distributed sensor networks
    • Dec.
    • K. Chakrabarty, S. S. Iyengar, H. Qi, and E. Cho, "Grid coverage for surveillance and target location in distributed sensor networks," IEEE Trans. Comput., vol. 51, no. 12, pp. 1448-1453, Dec. 2002.
    • (2002) IEEE Trans. Comput. , vol.51 , Issue.12 , pp. 1448-1453
    • Chakrabarty, K.1    Iyengar, S.S.2    Qi, H.3    Cho, E.4
  • 9
    • 67549151167 scopus 로고    scopus 로고
    • Obstacle-resistant deployment algorithms for wireless sensor networks
    • C.-Y. Chang, C.-T. Chang, Y.-C. Chen, and H.-R. Chang, "Obstacle-resistant deployment algorithms for wireless sensor networks," IEEE Trans. Veh. Technol., vol. 58, no. 6, pp. 2925-2941, 2009.
    • (2009) IEEE Trans. Veh. Technol. , vol.58 , Issue.6 , pp. 2925-2941
    • Chang, C.-Y.1    Chang, C.-T.2    Chen, Y.-C.3    Chang, H.-R.4
  • 10
    • 44849127666 scopus 로고    scopus 로고
    • Self-deployment by density control in sensor networks
    • R.-S. Chang and S.-H. Wang, "Self-deployment by density control in sensor networks," IEEE Trans. Veh. Technol., vol. 57, no. 3, pp. 1745-1755, 2008.
    • (2008) IEEE Trans. Veh. Technol. , vol.57 , Issue.3 , pp. 1745-1755
    • Chang, R.-S.1    Wang, S.-H.2
  • 11
    • 0742272558 scopus 로고    scopus 로고
    • Automatic sensor placement for model-based robot vision
    • S. Y. Chen and Y. F. Li, "Automatic sensor placement for model-based robot vision," IEEE Trans. Sys., Man, Cybern. B, Cybern., vol. 34, no. 1, pp. 393-408, 2004.
    • (2004) IEEE Trans. Sys., Man, Cybern. B, Cybern. , vol.34 , Issue.1 , pp. 393-408
    • Chen, S.Y.1    Li, Y.F.2
  • 13
    • 53349165220 scopus 로고    scopus 로고
    • Normalization for genetic algorithms with nonsynonymously redundant encodings
    • S.-S. Choi and B.-R. Moon, "Normalization for genetic algorithms with nonsynonymously redundant encodings," IEEE Trans. Evol. Comput., vol. 12, no. 5, pp. 604-616, 2008.
    • (2008) IEEE Trans. Evol. Comput. , vol.12 , Issue.5 , pp. 604-616
    • Choi, S.-S.1    Moon, B.-R.2
  • 22
    • 39649085339 scopus 로고    scopus 로고
    • Adaptive sensor placement and boundary estimation for monitoring mass objects
    • Z. Guo, M. Zhou, and G. Jiang, "Adaptive sensor placement and boundary estimation for monitoring mass objects," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 1, pp. 222-232, 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.1 , pp. 222-232
    • Guo, Z.1    Zhou, M.2    Jiang, G.3
  • 23
    • 0036736383 scopus 로고    scopus 로고
    • An incremental self-deployment algorithm for mobile sensor networks
    • Sep.
    • A. Howard, M. J. Mataric̀, and G. S. Sukhate, "An incremental self-deployment algorithm for mobile sensor networks," Autonomous Robot., vol. 13, no. 2, pp. 113-126, Sep. 2002.
    • (2002) Autonomous Robot. , vol.13 , Issue.2 , pp. 113-126
    • Howard, A.1    Mataric̀, M.J.2    Sukhate, G.S.3
  • 25
    • 15344347891 scopus 로고    scopus 로고
    • Layout optimization for a wireless sensor network using a multi-objective genetic algorithm
    • D. B. Jourdan and O. L. de Weck, "Layout optimization for a wireless sensor network using a multi-objective genetic algorithm," in Proc. 59th IEEE Veh. Technol. Conf., vol. 5. 2004, pp. 2466-2470.
    • (2004) Proc. 59th IEEE Veh. Technol. Conf. , vol.5 , pp. 2466-2470
    • Jourdan, D.B.1    De Weck, O.L.2
  • 26
    • 4544276078 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for multiway graph partitioning
    • S.-J. Kang and B.-R. Moon, "A hybrid genetic algorithm for multiway graph partitioning," in Proc. Genet. Evol. Comput. Conf., 200, pp. 159-1660.
    • Proc. Genet. Evol. Comput. Conf. , vol.200 , pp. 159-1660
    • Kang, S.-J.1    Moon, B.-R.2
  • 27
    • 0002719797 scopus 로고
    • The Hungarian method for the assignment problem
    • H. W. Kuhn, "The Hungarian method for the assignment problem," Naval Res. Logistic Quart., vol. 2, pp. 83-97, 1955.
    • (1955) Naval Res. Logistic Quart. , vol.2 , pp. 83-97
    • Kuhn, H.W.1
  • 28
    • 84890329639 scopus 로고    scopus 로고
    • M.S. thesis, Division Syst. Eng., School Eng. Appl. Sci., Univ. Virginia, May
    • L. M. J. Lamm, M.S. thesis, Division Syst. Eng., School Eng. Appl. Sci., Univ. Virginia, May 2001.
    • (2001)
    • Lamm, L.M.J.1
  • 29
    • 0002733643 scopus 로고    scopus 로고
    • Intelligent structural operators for the k-way graph partitioning problem
    • G. Laszewski, "Intelligent structural operators for the k-way graph partitioning problem," in Proc. 4th Int. Conf. Genet. Algorithms, 1991, pp. 45-52.
    • Proc. 4th Int. Conf. Genet. Algorithms, 1991 , pp. 45-52
    • Laszewski, G.1
  • 30
    • 84867958818 scopus 로고    scopus 로고
    • Packing equal circles in a square: A deterministic global optimization approach
    • Oct.
    • M. Locateli and U. Raber, "Packing equal circles in a square: A deterministic global optimization approach," Discrete Appl. Math., vol. 122, pp. 139-166, Oct. 2002.
    • (2002) Discrete Appl. Math. , vol.122 , pp. 139-166
    • Locateli, M.1    Raber, U.2
  • 31
    • 84861168752 scopus 로고    scopus 로고
    • Stochastic steepest-descent optimization of multiple-objective mobile sensor coverage
    • May
    • Y. Ma, D. Yau, N. Yip, N. Rao, and J. Chen, Stochastic steepest-descent optimization of multiple-objective mobile sensor coverage," IEEE Trans. Veh. Technol., vol. 61, no. 4, pp. 1810-1822, May 2012.
    • (2012) IEEE Trans. Veh. Technol. , vol.61 , Issue.4 , pp. 1810-1822
    • Ma, Y.1    Yau, D.2    Yip, N.3    Rao, N.4    Chen, J.5
  • 32
    • 38149068280 scopus 로고    scopus 로고
    • Geometric crossover for multiway graph partitioning
    • A. Moraglio, Y.-H. Kim, Y. Yoon, and B.-R. Moon, "Geometric crossover for multiway graph partitioning," Evol. Comput., vol. 15, no. 4, pp. 445-474, 2007.
    • (2007) Evol. Comput. , vol.15 , Issue.4 , pp. 445-474
    • Moraglio, A.1    Kim, Y.-H.2    Yoon, Y.3    Moon, B.-R.4
  • 35
    • 79957483461 scopus 로고    scopus 로고
    • Statistical-mechanics-inspired optimization of sensor field configuration for detection of mobile targets
    • Jun.
    • K. Mukherjee, S. Gupta, A. Ray, and T. A. Wettergren, "Statistical-mechanics-inspired optimization of sensor field configuration for detection of mobile targets," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 41, no. 3, pp. 783-791, Jun. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.41 , Issue.3 , pp. 783-791
    • Mukherjee, K.1    Gupta, S.2    Ray, A.3    Wettergren, T.A.4
  • 36
    • 27744448961 scopus 로고    scopus 로고
    • Wireless sensor networks: Applications and challenges of ubiquitous sensing
    • D. Puccinelli and M. Haenggi, "Wireless sensor networks: Applications and challenges of ubiquitous sensing," IEEE Circuits Syst. Mag., vol. 5, no. 3, pp. 19-31, 2005.
    • (2005) IEEE Circuits Syst. Mag. , vol.5 , Issue.3 , pp. 19-31
    • Puccinelli, D.1    Haenggi, M.2
  • 37
    • 67651112004 scopus 로고    scopus 로고
    • Optimal sensor deployment for wireless surveillance sensor networks by a hybrid steady-state genetic algorithm
    • J.-H. Seo, Y.-H. Kim, H.-B. Ryou, S.-H Cha, and M. Jo, "Optimal sensor deployment for wireless surveillance sensor networks by a hybrid steady-state genetic algorithm," IEICE Trans. Commun., vol. E91-B, no. 11, pp. 3534-3543, 2008.
    • (2008) IEICE Trans. Commun. , vol.E91-B , Issue.11 , pp. 3534-3543
    • Seo, J.-H.1    Kim, Y.-H.2    Ryou, H.-B.3    Cha, S.-H.4    Jo, M.5
  • 39
    • 77958095801 scopus 로고    scopus 로고
    • A generic framework for optimal mobile sensor redeployment
    • Oct.
    • Z. Shen, Y. Chang, H. Jiang, Y. Wang, and Z. Yan, "A generic framework for optimal mobile sensor redeployment," IEEE Trans. Veh. Technol., vol. 59, no. 8, pp. 4043-4057, Oct. 2010.
    • (2010) IEEE Trans. Veh. Technol. , vol.59 , Issue.8 , pp. 4043-4057
    • Shen, Z.1    Chang, Y.2    Jiang, H.3    Wang, Y.4    Yan, Z.5
  • 41
    • 39549090213 scopus 로고    scopus 로고
    • Sensing coverage for randomly distributed wireless sensor networks in shadowed environments
    • Jan.
    • Y.-R. Tsai, "Sensing coverage for randomly distributed wireless sensor networks in shadowed environments," IEEE Trans. Veh. Technol., vol. 57, no. 1, pp. 556-564, Jan. 2008.
    • (2008) IEEE Trans. Veh. Technol. , vol.57 , Issue.1 , pp. 556-564
    • Tsai, Y.-R.1
  • 42
    • 0035309102 scopus 로고    scopus 로고
    • Search space boundary extension method in real-coded genetic algorithms
    • S. Tsutsui and D. E. Goldberg, "Search space boundary extension method in real-coded genetic algorithms," Inform. Sci., vol. 133, nos. 3-4, pp. 229-247, 2001.
    • (2001) Inform. Sci. , vol.133 , Issue.3-4 , pp. 229-247
    • Tsutsui, S.1    Goldberg, D.E.2
  • 43
    • 0036885601 scopus 로고    scopus 로고
    • Spin-flip symmetry and synchronization
    • Dec.
    • C. van Hoyweghen, B. Naudts, and D. E. Goldberg, "Spin-flip symmetry and synchronization," Evol. Comput., vol. 10, no. 4, pp. 317-344, Dec., 2002.
    • (2002) Evol. Comput. , vol.10 , Issue.4 , pp. 317-344
    • Van Hoyweghen, C.1    Naudts, B.2    Goldberg, D.E.3
  • 44
    • 33745172099 scopus 로고    scopus 로고
    • Coverage by randomly deployed wireless sensor networks
    • Jun.
    • P.-J. Wan and C.-W. Yi, "Coverage by randomly deployed wireless sensor networks," IEEE Trans. Inform. Theory, vol. 52, no. 6, pp. 2658-2669, Jun. 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.6 , pp. 2658-2669
    • Wan, P.-J.1    Yi, C.-W.2
  • 45
    • 80155122734 scopus 로고    scopus 로고
    • Coverage problems in sensor networks: A survey
    • B. Wang, "Coverage problems in sensor networks: A survey," ACM Comput. Surveys, vol. 43, no. 4, pp. 32:1-32:53, 2011.
    • (2011) ACM Comput. Surveys , vol.43 , Issue.4
    • Wang, B.1
  • 48
    • 34548862029 scopus 로고    scopus 로고
    • On efficient deployment of sensors on planar grid
    • Q. Wu, N. S. V. Rao, X. Du, S. S. Iyengar, and V. K. Vaishnavi, "On efficient deployment of sensors on planar grid," Comput. Commun., vol. 30, nos. 14-15, pp. 2721-2734, 2007.
    • (2007) Comput. Commun. , vol.30 , Issue.14-15 , pp. 2721-2734
    • Wu, Q.1    Rao, N.S.V.2    Du, X.3    Iyengar, S.S.4    Vaishnavi, V.K.5
  • 49
    • 36348979444 scopus 로고    scopus 로고
    • Approximation algorithms for wireless sensor deployment
    • Dec.
    • X. Xu and S. Sahni, "Approximation algorithms for wireless sensor deployment," IEEE Trans. Comput., vol. 56, no. 12, pp. 1681-1695, Dec. 2007.
    • (2007) IEEE Trans. Comput. , vol.56 , Issue.12 , pp. 1681-1695
    • Xu, X.1    Sahni, S.2
  • 50
    • 33749056167 scopus 로고    scopus 로고
    • A GA approach to the optimal placement of sensors in wireless sensor networks with obstacles and preferences
    • Y. Xu and X. Yao, "A GA approach to the optimal placement of sensors in wireless sensor networks with obstacles and preferences," in Proc. 3rd IEEE Consumer Commun. Networking Conf., 2006, pp. 127-131.
    • Proc. 3rd IEEE Consumer Commun. Networking Conf., 2006 , pp. 127-131
    • Xu, Y.1    Yao, X.2
  • 52
    • 84857914525 scopus 로고    scopus 로고
    • Quotient geometric crossovers and redundant encodings
    • Y. Yoon, Y.-H. Kim, A. Moraglio, and B.-R. Moon, "Quotient geometric crossovers and redundant encodings," Theor. Comput. Sci., vol. 425, pp. 4-16, 2012.
    • (2012) Theor. Comput. Sci. , vol.425 , pp. 4-16
    • Yoon, Y.1    Kim, Y.-H.2    Moraglio, A.3    Moon, B.-R.4
  • 53
    • 80055049701 scopus 로고    scopus 로고
    • A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation
    • Y. Yoon, Y.-H. Kim, A. Moraglio, and B.-R. Moon, "A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation," Inform. Sci., vol. 183, no. 1, pp. 48-65, 2012.
    • (2012) Inform. Sci. , vol.183 , Issue.1 , pp. 48-65
    • Yoon, Y.1    Kim, Y.-H.2    Moraglio, A.3    Moon, B.-R.4
  • 54
    • 85045636699 scopus 로고    scopus 로고
    • Maintaining sensing coverage and connectivity in large sensor networks
    • H. Zhang and J. C. Hou, "Maintaining sensing coverage and connectivity in large sensor networks," Ad Hoc Sensor Wireless Netw., vol. 1, no. 1, pp. 89-124, 2005.
    • (2005) Ad Hoc Sensor Wireless Netw. , vol.1 , Issue.1 , pp. 89-124
    • Zhang, H.1    Hou, J.C.2
  • 56
    • 0042014539 scopus 로고    scopus 로고
    • Sensor deployment and target localization based on virtual forces
    • Y. Zou and K. Chakrabarty, "Sensor deployment and target localization based on virtual forces," in Proc. IEEE Infocom Conf., Mar. 2003, pp. 1293-1303.
    • Proc. IEEE Infocom Conf., Mar. 2003 , pp. 1293-1303
    • Zou, Y.1    Chakrabarty, K.2
  • 57
    • 84925153243 scopus 로고    scopus 로고
    • Sensor deployment and target localization in distributed sensor networks
    • Y. Zou and K. Chakrabarty, Sensor deployment and target localization in distributed sensor networks, ACM Trans. Embedded Comput. Syst., vol. 3, no. 1, pp. 61-91, 2004.
    • (2004) ACM Trans. Embedded Comput. Syst. , vol.3 , Issue.1 , pp. 61-91
    • Zou, Y.1    Chakrabarty, K.2


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