{"id":"https://openalex.org/W2902743899","doi":"https://doi.org/10.1109/access.2018.2882389","title":"Energy-Efficient and Fault-Tolerant Evolution Models Based on Link Prediction for Large-Scale Wireless Sensor Networks","display_name":"Energy-Efficient and Fault-Tolerant Evolution Models Based on Link Prediction for Large-Scale Wireless Sensor Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2902743899","doi":"https://doi.org/10.1109/access.2018.2882389","mag":"2902743899"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2882389","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2882389","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2882389","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024271967","display_name":"Shuaizong Si","orcid":"https://orcid.org/0000-0001-8805-1221"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaizong Si","raw_affiliation_strings":["School of Computer Science & Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-8805-1221","affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060993475","display_name":"Jinfa Wang","orcid":"https://orcid.org/0000-0002-5196-178X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfa Wang","raw_affiliation_strings":["School of Computer Science & Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001459619","display_name":"Chong Yu","orcid":"https://orcid.org/0000-0002-6244-3486"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Yu","raw_affiliation_strings":["School of Computer Science & Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100457326","display_name":"Zhao Hai","orcid":"https://orcid.org/0000-0001-9796-054X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Zhao","raw_affiliation_strings":["School of Computer Science & Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9882,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79791523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"73341","last_page":"73356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7964367866516113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.735844075679779},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.722379744052887},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6769258975982666},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.6163697242736816},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6142051219940186},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5745840668678284},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5413103103637695},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.47077676653862},{"id":"https://openalex.org/keywords/topology-control","display_name":"Topology control","score":0.4437183737754822},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.42844030261039734},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42399293184280396},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4206623435020447},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.35402053594589233},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3103952705860138},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.2896082401275635},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1326696276664734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12162020802497864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09890180826187134},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07918903231620789}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7964367866516113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.735844075679779},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.722379744052887},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6769258975982666},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.6163697242736816},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6142051219940186},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5745840668678284},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5413103103637695},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.47077676653862},{"id":"https://openalex.org/C2778034918","wikidata":"https://www.wikidata.org/wiki/Q3689301","display_name":"Topology control","level":5,"score":0.4437183737754822},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.42844030261039734},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42399293184280396},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4206623435020447},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.35402053594589233},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3103952705860138},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2896082401275635},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1326696276664734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12162020802497864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09890180826187134},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07918903231620789},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2882389","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2882389","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5ba3e88392b64b16ae93c6f0979e8f22","is_oa":true,"landing_page_url":"https://doaj.org/article/5ba3e88392b64b16ae93c6f0979e8f22","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 73341-73356 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2882389","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2882389","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1564354600","https://openalex.org/W1698089153","https://openalex.org/W1878853999","https://openalex.org/W1917103151","https://openalex.org/W1966725398","https://openalex.org/W1967359779","https://openalex.org/W1970238625","https://openalex.org/W1979104937","https://openalex.org/W1980530740","https://openalex.org/W2008620264","https://openalex.org/W2020697795","https://openalex.org/W2032480605","https://openalex.org/W2037933327","https://openalex.org/W2041925382","https://openalex.org/W2043158047","https://openalex.org/W2049770527","https://openalex.org/W2051184206","https://openalex.org/W2065293852","https://openalex.org/W2066692087","https://openalex.org/W2072829916","https://openalex.org/W2085893205","https://openalex.org/W2118050239","https://openalex.org/W2121821841","https://openalex.org/W2122853298","https://openalex.org/W2148140427","https://openalex.org/W2155801124","https://openalex.org/W2159158045","https://openalex.org/W2165228278","https://openalex.org/W2182367256","https://openalex.org/W2233856233","https://openalex.org/W2264312797","https://openalex.org/W2286858972","https://openalex.org/W2288135941","https://openalex.org/W2288710413","https://openalex.org/W2291374946","https://openalex.org/W2325394291","https://openalex.org/W2340321403","https://openalex.org/W2419297638","https://openalex.org/W2514327694","https://openalex.org/W2521812403","https://openalex.org/W2532990010","https://openalex.org/W2542727820","https://openalex.org/W2548505599","https://openalex.org/W2564084673","https://openalex.org/W2565034047","https://openalex.org/W2581072824","https://openalex.org/W2588593682","https://openalex.org/W2674731409","https://openalex.org/W2695737732","https://openalex.org/W2736566518","https://openalex.org/W2742654183","https://openalex.org/W2756308404","https://openalex.org/W2756562578","https://openalex.org/W2767266276","https://openalex.org/W2803641038","https://openalex.org/W2806703298","https://openalex.org/W2962746482","https://openalex.org/W4232932184","https://openalex.org/W6642674730","https://openalex.org/W6717854065","https://openalex.org/W6742182000"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2007156430","https://openalex.org/W2170882281","https://openalex.org/W3081478936","https://openalex.org/W2785612136","https://openalex.org/W1539291615","https://openalex.org/W1988224651","https://openalex.org/W2514100232"],"abstract_inverted_index":{"Wireless":[0],"sensor":[1],"networks":[2,184],"(WSNs)":[3],"deployed":[4],"in":[5,44,66,83,148,167],"harsh":[6],"environments,":[7],"i.e.,":[8],"battlefield":[9],"and":[10,25,35,112,141,160,189,211,221,240],"natural":[11],"disasters":[12],"areas,":[13],"often":[14],"suffer":[15],"from":[16,117],"the":[17,20,33,57,118,149,168,173,180,191,231,234],"problems":[18],"of":[19,42,59,68,114,121,155,183,194],"deliberate":[21],"attack,":[22],"hardware":[23],"failure,":[24],"energy":[26,159,175],"depletion.":[27],"It":[28],"is":[29,63,230],"crucial":[30],"to":[31,39,152,171],"propose":[32],"fault-tolerant":[34],"energy-efficient":[36],"evolution":[37],"models":[38,76,151,170,188,203],"accomplish":[40],"tasks":[41],"applications":[43],"these":[45,69,102],"environments.":[46],"Previous":[47],"studies":[48],"have":[49],"reported":[50],"that":[51,200],"scale-free":[52],"(SF)":[53],"topologies":[54,207],"can":[55,93,204],"improve":[56],"fault-tolerance":[58,210],"WSNs.":[60],"However,":[61],"energy-efficiency":[62,154,213],"less":[64],"concerned":[65],"most":[67],"SF":[70,224],"WSNs":[71,116],"models.":[72],"In":[73],"addition,":[74],"previous":[75],"took":[77],"only":[78],"node":[79,174],"degree":[80,161,181],"into":[81,165],"account":[82],"calculating":[84],"connection":[85],"probabilities":[86],"between":[87],"two":[88,223],"nodes,":[89],"topological":[90],"characteristics,":[91],"which":[92,130],"enhance":[94,153],"reliable":[95],"communication,":[96],"are":[97,131,146,163],"rarely":[98],"considered.":[99],"To":[100],"address":[101],"shortcomings,":[103],"we":[104],"present":[105,190],"three":[106,125,235],"new":[107],"SF-evolution":[108],"mechanisms":[109],"(ECN,":[110],"ELP,":[111],"ELCP)":[113],"large-scale":[115],"novel":[119],"aspect":[120],"link":[122,127],"prediction.":[123],"Specifically,":[124],"well-known":[126],"prediction":[128],"methods,":[129],"topology":[132],"concerned,":[133],"named":[134],"common":[135],"neighbors":[136],"(CN),":[137],"local":[138,142],"path":[139],"(LP),":[140],"community":[143],"paradigm":[144],"(LCP)":[145],"adopted":[147],"corresponding":[150],"SF-WSNs.":[156],"Meanwhile,":[157],"residual":[158],"capacity":[162],"taken":[164],"consideration":[166],"proposed":[169,202],"balance":[172],"consumption.":[176],"We":[177],"also":[178],"explore":[179],"distribution":[182],"generated":[185],"by":[186,214,238],"our":[187,201],"theoretical":[192],"derivation":[193],"it.":[195],"The":[196],"experimental":[197],"results":[198],"demonstrate":[199],"generate":[205],"SF-WSNs":[206],"with":[208,216],"better":[209],"higher":[212],"comparing":[215],"a":[217],"candidate":[218],"clustering-based":[219],"algorithm":[220],"other":[222],"enhancing":[225],"algorithms.":[226],"Moreover,":[227],"ELCP\u2019s":[228],"performance":[229],"best":[232],"among":[233],"models,":[236],"followed":[237],"ELP":[239],"ECN.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
