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Chernyshev, Z. Baig, O. Bello, and S. Zeadally, \u201cInternet of Things (IoT): Research, simulators, and testbeds,\u201d IEEE Internet Things J., vol.5, no.3, pp.1637-1647, 2018. 10.1109\/jiot.2017.2786639","DOI":"10.1109\/JIOT.2017.2786639"},{"key":"2","doi-asserted-by":"publisher","unstructured":"[2] P. Yang and W. Wu, \u201cEfficient particle filter localization algorithm in dense passive RFID tag environment,\u201d IEEE Trans. Ind. Electron., vol.61, no.10, pp.5641-5651, 2014. 10.1109\/tie.2014.2301737","DOI":"10.1109\/TIE.2014.2301737"},{"key":"3","doi-asserted-by":"publisher","unstructured":"[3] P. Yang, W. Wu, M. Moniri, and C.C. Chibelushi, \u201cEfficient object localization using sparsely distributed passive RFID tags,\u201d IEEE Trans. Ind. Electron., vol.60, no.12, pp.5914-5924, 2013. 10.1109\/tie.2012.2230596","DOI":"10.1109\/TIE.2012.2230596"},{"key":"4","doi-asserted-by":"publisher","unstructured":"[4] K. Wu, Y. Gao, F. Li, and Y. Xiao, \u201cLightweight deployment-aware scheduling for wireless sensor networks,\u201d Mobile Netw. Appl., vol.10, no.6, pp.837-852, 2005. 10.1007\/s11036-005-4442-8","DOI":"10.1007\/s11036-005-4442-8"},{"key":"5","doi-asserted-by":"publisher","unstructured":"[5] E. Aguirre, P. Lopez-Iturri, L. Azpilicueta, A. Redondo, J.J. Astrain, J. Villadangos, A. Bahillo, A. Perallos, and F. Falcone, \u201cDesign and implementation of context aware applications with wireless sensor network support in urban train transportation environments,\u201d IEEE Sensors J., vol.17, no.1, pp.169-178, 2017. 10.1109\/jsen.2016.2624739","DOI":"10.1109\/JSEN.2016.2624739"},{"key":"6","doi-asserted-by":"publisher","unstructured":"[6] G. Jia, G. Han, H. Rao, and L. Shu, \u201cEdge computing-based intelligent manhole cover management system for smart cities,\u201d IEEE Internet Things J., vol.5, no.3, pp.1648-1656, 2018. 10.1109\/jiot.2017.2786349","DOI":"10.1109\/JIOT.2017.2786349"},{"key":"7","doi-asserted-by":"publisher","unstructured":"[7] M. Manju, S. Chand, and B. Kumar, \u201cMaximising network lifetime for target coverage problem in wireless sensor networks,\u201d IET Wireless Sensor Systems, vol.6, no.6, pp.192-197, 2016. 10.1049\/iet-wss.2015.0094","DOI":"10.1049\/iet-wss.2015.0094"},{"key":"8","doi-asserted-by":"crossref","unstructured":"[8] C. Fosalau, C. Zet, and D. Petrisor, \u201cImplementation of a landslide monitoring system as a wireless sensor network,\u201d 2016 IEEE 7th Annual Ubiquitous Computing, Electronics &amp; Mobile Communication Conference (UEMCON), New York, NY, pp.1-6, 2016. 10.1109\/uemcon.2016.7777813","DOI":"10.1109\/UEMCON.2016.7777813"},{"key":"9","doi-asserted-by":"publisher","unstructured":"[9] O. Moh&apos;d Alia and A. Al-Ajouri, \u201cMaximizing wireless sensor network coverage with minimum cost using harmony search algorithm,\u201d IEEE Sensors J., vol.17, no.3, pp.882-896, 2017. 10.1109\/jsen.2016.2633409","DOI":"10.1109\/JSEN.2016.2633409"},{"key":"10","doi-asserted-by":"publisher","unstructured":"[10] H.M. Ammari and S.K. Das, \u201cCritical density for coverage and connectivity in three-dimensional wireless sensor networks using continuum percolation,\u201d IEEE Trans. Parallel Distrib. Syst., vol.20, no.6, pp.872-885, 2009. 10.1109\/tpds.2008.146","DOI":"10.1109\/TPDS.2008.146"},{"key":"11","doi-asserted-by":"publisher","unstructured":"[11] I.F. Akyildiz, D. Pompili, and T. Melodia, \u201cUnderwater acoustic sensor networks: Research challenges,\u201d Ad Hoc Networks, vol.3, no.3, pp.257-279, 2005. 10.1016\/j.adhoc.2005.01.004","DOI":"10.1016\/j.adhoc.2005.01.004"},{"key":"12","doi-asserted-by":"publisher","unstructured":"[12] C. Zhang, X. Bai, J. Teng, D. Xuan, and W. Jia, \u201cConstructing low-connectivity and full-coverage three dimensional sensor networks,\u201d IEEE J. Sel. Areas Commun., vol.28, no.7, pp.984-993, 2010. 10.1109\/jsac.2010.100903","DOI":"10.1109\/JSAC.2010.100903"},{"key":"13","unstructured":"[13] Z.M. Radani, S. Samavi, and F. Fooladgar, \u201cMulti plane volumetric coverage in wireless visual sensor network,\u201d 20th Iranian Conference on Electrical Engineering (ICEE2012), pp.758-762, Tehran, 2012. 10.1109\/iraniancee.2012.6292455"},{"key":"14","doi-asserted-by":"publisher","unstructured":"[14] B. Wang, \u201cCoverage problems in sensor networks: A survey,\u201d ACM Comput. Surv. (CSUR), vol.43, no.4, 32, pp.1-53, 2011. 10.1145\/1978802.1978811","DOI":"10.1145\/1978802.1978811"},{"key":"15","doi-asserted-by":"publisher","unstructured":"[15] X. Tang, L. Tan, A. Hussain, and M. Wang, \u201cThree-dimensional Voronoi diagram-based self-deployment algorithm in IoT sensor networks,\u201d Annals Telecommun., vol.74, pp.517-529, 2019. 10.1007\/s12243-018-0686-8","DOI":"10.1007\/s12243-018-0686-8"},{"key":"16","doi-asserted-by":"publisher","unstructured":"[16] H.P. Gupta, S.V. Rao, and T. Venkatesh, \u201cAnalysis of stochastic coverage and connectivity in three-dimensional heterogeneous directional wireless sensor networks,\u201d Pervasive and Mobile Computing, vol.29, pp.38-56, 2016. 10.1016\/j.pmcj.2015.08.004","DOI":"10.1016\/j.pmcj.2015.08.004"},{"key":"17","doi-asserted-by":"publisher","unstructured":"[17] L. Wang, W. Wu, J. Qi, and Z. Jia, \u201cWireless sensor networks coverage optimization based on whale group algorithm,\u201d Comput. Sci. Inf. Syst., vol.15, no.3, pp.569-583, 2018. 10.2298\/csis180103023w","DOI":"10.2298\/CSIS180103023W"},{"key":"18","unstructured":"[18] J. Wang, C. Ju, Y. Gao, A.K. Sangaiah, and G. Kim, \u201cA PSO based energy efficient coverage control algorithm for wireless sensor networks,\u201d Comput. Mater. Contin., vol.56, pp.433-446, 2018."},{"key":"19","doi-asserted-by":"publisher","unstructured":"[19] W. Fang, X. Song, X. Wu, J. Sun, and M. Hu, \u201cNovel efficient deployment schemes for sensor coverage in mobile wireless sensor networks,\u201d Information Fusion, vol.41, pp.25-36, 2018. 10.1016\/j.inffus.2017.08.001","DOI":"10.1016\/j.inffus.2017.08.001"},{"key":"20","doi-asserted-by":"publisher","unstructured":"[20] Z. Liao, J. Wang, S. Zhang, J. Cao, and G. Min, \u201cMinimizing movement for target coverage and network connectivity in mobile sensor networks,\u201d IEEE Trans. Parallel Distrib. Syst., vol.26, no.7, pp.1971-1983, 2015. 10.1109\/tpds.2014.2333011","DOI":"10.1109\/TPDS.2014.2333011"},{"key":"21","doi-asserted-by":"publisher","unstructured":"[21] J. Habibi, H. Mahboubi, and A.G. Aghdam, \u201cA gradient-based coverage optimization strategy for mobile sensor networks,\u201d IEEE Trans. Control Netw. Syst., vol.4, no.3, pp.477-488, 2017. 10.1109\/tcns.2016.2515370","DOI":"10.1109\/TCNS.2016.2515370"},{"key":"22","doi-asserted-by":"crossref","unstructured":"[22] X. Gao, R. Yang, F. Wu, G. Chen, and J. Zhou, \u201cOptimization of full-view barrier coverage with rotatable camera sensors,\u201d 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), pp.870-879, Atlanta, GA, 2017. 10.1109\/icdcs.2017.301","DOI":"10.1109\/ICDCS.2017.301"},{"key":"23","doi-asserted-by":"publisher","unstructured":"[23] F. Li, J. Luo, S. Xin, and Y. He, \u201cAutonomous deployment of wireless sensor networks for optimal coverage with directional sensing model,\u201d Computer Networks, vol.108, pp.120-132, 2016. 10.1016\/j.comnet.2016.08.007","DOI":"10.1016\/j.comnet.2016.08.007"},{"key":"24","unstructured":"[24] S. Poduri, S. Pattem, B. Krishnamachari, et al., \u201cSensor network configuration and the curse of dimensionality,\u201d Proc. Third Workshop on Embedded Networked Sensors (EmNets 2006), Cambridge, MA, 2006."},{"key":"25","unstructured":"[25] H. Teng, C.D. Wu, Y.Z. Zhang, et al., \u201cDesign of probabilistic sensing model for directional sensor node,\u201d J. Jiangnan University (Natural Science Edition), vol.11, no.4, pp.391-395, 2012."},{"key":"26","doi-asserted-by":"publisher","unstructured":"[26] T.-W. Sung and C.-S. Yang, \u201cVoronoi-based coverage improvement approach for wireless directional sensor networks,\u201d J. Netw. Comput. Appl., vol.39, pp.202-213, 2014. 10.1016\/j.jnca.2013.07.003","DOI":"10.1016\/j.jnca.2013.07.003"},{"key":"27","doi-asserted-by":"publisher","unstructured":"[27] V. Ravelomanana, \u201cExtremal properties of three-dimensional sensor networks with applications,\u201d IEEE Trans. Mobile Comput., vol.3, no.3, pp.246-257, 2004. 10.1109\/tmc.2004.23","DOI":"10.1109\/TMC.2004.23"},{"key":"28","doi-asserted-by":"crossref","unstructured":"[28] L.F.M. Vieira, M.G. Almiron, and A.A.F. Loureiro, \u201c3D MANETs: Link probability, node degree, network coverage and applications,\u201d 2011 IEEE Wireless Communications and Networking Conference, pp.2042-2047, Cancun, Quintana Roo, 2011. 10.1109\/wcnc.2011.5779443","DOI":"10.1109\/WCNC.2011.5779443"},{"key":"29","doi-asserted-by":"publisher","unstructured":"[29] X. Gao, J. Li, and G. Chen, \u201cA better approximation for constructing virtual backbone in 3D wireless ad-hoc networks,\u201d Theor. Comput. Sci., vol.607, pp.363-380, 2015. 10.1016\/j.tcs.2015.07.061","DOI":"10.1016\/j.tcs.2015.07.061"},{"key":"30","doi-asserted-by":"publisher","unstructured":"[30] C.F. Huang, Y.C. Tseng, and L.C. Lo, \u201cThe coverage problem in three-dimensional wireless sensor networks,\u201d J. Interconnection Networks, vol.8, no.3, pp.209-227, 2007. 10.1142\/s0219265907001990","DOI":"10.1142\/S0219265907001990"},{"key":"31","unstructured":"[31] M.K. Watfa, \u201cCoverage issues in wireless sensor networks,\u201d Ph.D. dissertation, University of Oklahoma, USA, 2006."},{"key":"32","doi-asserted-by":"crossref","unstructured":"[32] A. Nauman, \u201cOptimizing coverage in 3D wireless sensor networks,\u201d Smart Wireless Sensor Networks, pp.189-204, 2010. 10.5772\/13464","DOI":"10.3724\/SP.J.1146.2009.00694"},{"key":"33","doi-asserted-by":"publisher","unstructured":"[33] B. Cao, J. Zhao, Z. Lv, X. Liu, X. Kang, and S. Yang, \u201cDeployment optimization for 3D industrial wireless sensor networks based on particle swarm optimizers with distributed parallelism,\u201d J. Netw. Comput. Appl., vol.103, pp.225-238, 2018. 10.1016\/j.jnca.2017.08.009","DOI":"10.1016\/j.jnca.2017.08.009"},{"key":"34","doi-asserted-by":"publisher","unstructured":"[34] F. Li, J. Luo, W. Wang, and Y. He, \u201cAutonomous deployment for load balancing <i>k<\/i>-surface coverage in sensor networks,\u201d IEEE Trans. Wireless Commun., vol.14, no.1, pp.279-293, 2015. 10.1109\/twc.2014.2341585","DOI":"10.1109\/TWC.2014.2341585"},{"key":"35","doi-asserted-by":"crossref","unstructured":"[35] T. Brown, Z. Wang, T. Shan, F. Wang, and J. Xue, \u201cOn wireless video sensor network deployment for 3D indoor space coverage,\u201d SoutheastCon 2016, pp.1-8, Norfolk, VA, 2016. 10.1109\/secon.2016.7506744","DOI":"10.1109\/SECON.2016.7506744"},{"key":"36","doi-asserted-by":"publisher","unstructured":"[36] S. Temel, N. Unaldi, and O. Kaynak, \u201cOn deployment of wireless sensors on 3-D terrains to maximize sensing coverage by utilizing cat swarm optimization with wavelet transform,\u201d IEEE Trans. Syst., Man, Cybern.,Syst., vol.44, no.1, pp.111-120, 2014. 10.1109\/tsmcc.2013.2258336","DOI":"10.1109\/TSMCC.2013.2258336"},{"key":"37","doi-asserted-by":"publisher","unstructured":"[37] V. Akbarzadeh, C. Gagne, M. Parizeau, M. Argany, and M.A. Mostafavi, \u201cProbabilistic sensing model for sensor placement optimization based on line-of-sight coverage,\u201d IEEE Trans. Instrum. Meas., vol.62, no.2, pp.293-303, 2013. 10.1109\/tim.2012.2214952","DOI":"10.1109\/TIM.2012.2214952"},{"key":"38","doi-asserted-by":"publisher","unstructured":"[38] H.R. Topcuoglu, M. Ermis, and M. Sifyan, \u201cPositioning and utilizing sensors on a 3-D terrain part II \u2014 Solving with a hybrid evolutionary algorithm,\u201d IEEE Trans. Syst., Man, Cybern. C, vol.41, no.4, pp.470-480, 2011. 10.1109\/tsmcc.2010.2055851","DOI":"10.1109\/TSMCC.2010.2055851"},{"key":"39","doi-asserted-by":"crossref","unstructured":"[39] X. Li, L. Ci, M. Yang, C. Tian, and X. Li, \u201cDeploying three-dimensional mobile sensor networks based on virtual forces algorithm,\u201d China Conference on Wireless Sensor Networks, pp.204-216, Huangshan, China, 2012. 10.1007\/978-3-642-36252-1_19","DOI":"10.1007\/978-3-642-36252-1_19"},{"key":"40","doi-asserted-by":"crossref","unstructured":"[40] N. Boufares, I. Khoufi, P. Minet, L. Saidane, and Y.B. Saied, \u201cThree dimensional mobile wireless sensor networks redeployment based on virtual forces,\u201d 2015 International Wireless Communications and Mobile Computing Conference (IWCMC), pp.563-568, Dubrovnik, 2015. 10.1109\/iwcmc.2015.7289145","DOI":"10.1109\/IWCMC.2015.7289145"},{"key":"41","doi-asserted-by":"crossref","unstructured":"[41] N. Boufares, P. Minet, I. Khoufi, and L. Saidane, \u201cCovering a 3D flat surface with autonomous and mobile wireless sensor nodes,\u201d 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), pp.1628-1633, Valencia, June 2017. 10.1109\/iwcmc.2017.7986528","DOI":"10.1109\/IWCMC.2017.7986528"},{"key":"42","doi-asserted-by":"publisher","unstructured":"[42] X. Li, B. Huang, H. Yang, W. Yu, and Z. Wang, \u201cA novel sensor deployment method based on image processing and wavelet transform to optimize the surface coverage in WSNs,\u201d Chinese J. Electron., vol.25, no.3, pp.495-502, 2016. 10.1049\/cje.2016.05.015","DOI":"10.1049\/cje.2016.05.015"},{"key":"43","doi-asserted-by":"publisher","unstructured":"[43] T.-Y. Lin, H.A. Santoso, K.-R. Wu, and G.-L. Wang, \u201cEnhanced deployment algorithms for heterogeneous directional mobile sensors in a bounded monitoring area,\u201d IEEE Trans. Mobile Comput., vol.16, no.3, pp.744-758, 2017. 10.1109\/tmc.2016.2563435","DOI":"10.1109\/TMC.2016.2563435"},{"key":"44","doi-asserted-by":"crossref","unstructured":"[44] A.M.C. So and Y. Ye, \u201cOn solving coverage problems in a wireless sensor network using voronoi diagrams,\u201d International Workshop on Internet and Network Economics, pp.584-593, Hong Kong, China, 2005. 10.1007\/11600930_58","DOI":"10.1007\/11600930_58"}],"container-title":["IEICE Transactions on Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transcom\/E103.B\/5\/E103.B_2019EBP3111\/_pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T15:02:47Z","timestamp":1704898967000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transcom\/E103.B\/5\/E103.B_2019EBP3111\/_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,1]]},"references-count":44,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2020]]}},"URL":"https:\/\/doi.org\/10.1587\/transcom.2019ebp3111","relation":{},"ISSN":["0916-8516","1745-1345"],"issn-type":[{"value":"0916-8516","type":"print"},{"value":"1745-1345","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,1]]}}}