{"id":"https://openalex.org/W2612583315","doi":"https://doi.org/10.1109/wcnc.2017.7925598","title":"On Lifetime Maximisation of Heterogeneous Wireless Sensor Networks with Multi-Layer Realisation","display_name":"On Lifetime Maximisation of Heterogeneous Wireless Sensor Networks with Multi-Layer Realisation","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2612583315","doi":"https://doi.org/10.1109/wcnc.2017.7925598","mag":"2612583315"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc.2017.7925598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2017.7925598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100738643","display_name":"Muhammad Kamran Naeem","orcid":"https://orcid.org/0000-0002-1922-1247"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad Kamran Naeem","raw_affiliation_strings":["Faculty of Computing Engineering and Sciences, Staffordshire University, Stoke-on-Trent, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing Engineering and Sciences, Staffordshire University, Stoke-on-Trent, United Kingdom","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054722867","display_name":"Mohammad Patwary","orcid":"https://orcid.org/0000-0003-2878-5295"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Patwary","raw_affiliation_strings":["Faculty of Computing Engineering and Sciences, Staffordshire University, Stoke-on-Trent, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing Engineering and Sciences, Staffordshire University, Stoke-on-Trent, United Kingdom","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026412364","display_name":"Mohamed Abdel\u2010Maguid","orcid":null},"institutions":[{"id":"https://openalex.org/I127165138","display_name":"University of Suffolk","ror":"https://ror.org/01cy0sz82","country_code":"GB","type":"education","lineage":["https://openalex.org/I127165138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohamed Abdel-Maguid","raw_affiliation_strings":["Department of Science and Technology, University of Suffolk, Ipswitch, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, University of Suffolk, Ipswitch, United Kingdom","institution_ids":["https://openalex.org/I127165138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4496,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.50435685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":1.0,"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":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9944999814033508,"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":0.7406375408172607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7370624542236328},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6940498352050781},{"id":"https://openalex.org/keywords/realisation","display_name":"Realisation","score":0.6518833041191101},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.592719554901123},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5653336644172668},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5324946641921997},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.5244165658950806},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5108275413513184},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4738132059574127},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.44497716426849365},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.3515925407409668},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.30668845772743225},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14937961101531982},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1189209520816803}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7406375408172607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7370624542236328},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6940498352050781},{"id":"https://openalex.org/C2779462738","wikidata":"https://www.wikidata.org/wiki/Q17146409","display_name":"Realisation","level":2,"score":0.6518833041191101},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.592719554901123},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5653336644172668},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5324946641921997},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.5244165658950806},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5108275413513184},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4738132059574127},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.44497716426849365},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3515925407409668},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.30668845772743225},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14937961101531982},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1189209520816803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc.2017.7925598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2017.7925598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W171373254","https://openalex.org/W1973742258","https://openalex.org/W1995135372","https://openalex.org/W2049475540","https://openalex.org/W2057923756","https://openalex.org/W2061376091","https://openalex.org/W2069189613","https://openalex.org/W2070063295","https://openalex.org/W2104846640","https://openalex.org/W2106335692","https://openalex.org/W2119545161","https://openalex.org/W2145417574","https://openalex.org/W2168180613","https://openalex.org/W2323415919","https://openalex.org/W2483101314","https://openalex.org/W2964184327","https://openalex.org/W6663210364"],"related_works":["https://openalex.org/W1990395098","https://openalex.org/W1584888409","https://openalex.org/W2805060255","https://openalex.org/W2914383144","https://openalex.org/W3100451096","https://openalex.org/W2366251550","https://openalex.org/W2779515473","https://openalex.org/W2183862607","https://openalex.org/W2140682030","https://openalex.org/W2768955085"],"abstract_inverted_index":{"Lifetime":[0],"maximisation":[1],"is":[2,37,119,176,196],"a":[3,95,115,168,212],"key":[4],"challenge":[5],"in":[6,49,67,148,160,189],"the":[7,18,30,42,50,59,68,76,149,163,222,231],"design":[8],"of":[9,33,41,55,64,91,131,151,158,167,230],"resource":[10],"constrained":[11],"wireless":[12],"sensor":[13,65,174],"networks":[14],"(WSNs).":[15],"This":[16],"leads":[17],"research":[19],"communities":[20],"to":[21,162,178,181,185,198],"investigate":[22],"energy":[23,46,72,85,137,200,229],"conservation":[24,47],"techniques":[25,48],"for":[26,121,203,211],"WSNs":[27,123],"while":[28],"maintaining":[29],"required":[31],"quality":[32],"service.":[34],"Dynamic":[35],"clustering":[36,82,117],"considered":[38,177],"as":[39],"one":[40],"most":[43],"well":[44],"established":[45],"literature.":[51],"However,":[52],"uneven":[53],"distribution":[54],"cluster":[56],"heads":[57],"within":[58,94],"network":[60,77],"and":[61,144],"variable":[62,190],"number":[63,157],"nodes":[66,175],"clusters":[69],"results":[70,208],"inefficient":[71],"consumption;":[73],"hence":[74],"minimise":[75],"lifetime.":[78],"The":[79,193],"conventional":[80,104,164],"dynamic":[81,116],"become":[83,108],"more":[84,109],"in-efficient,":[86],"when":[87],"there":[88],"exists":[89],"heterogeneity":[90],"sensing":[92,133],"devices":[93],"network.":[96,232],"In":[97,112],"other":[98],"words,":[99],"obtaining":[100],"optimal":[101],"solution":[102],"with":[103,124,215],"single":[105],"layer":[106,129],"realisation":[107,126,166],"computationally":[110],"complex.":[111],"this":[113],"paper,":[114],"scheme":[118,195,220,224],"proposed":[120,194,219],"heterogeneous":[122,169],"multi-layer":[125],"where":[127],"each":[128],"comprise":[130],"homogeneous":[132],"devices.":[134],"To":[135],"attain":[136],"efficiency,":[138],"we":[139],"are":[140],"proposing":[141],"intra-layer":[142],"(horizontal)":[143],"inter-layer":[145],"(vertical)":[146],"optimisation":[147],"search":[150],"global":[152],"minima,":[153],"which":[154],"requires":[155],"reduced":[156],"iterations":[159],"comparison":[161],"single-layer":[165],"WSN.":[170],"Moreover,":[171],"cooperation":[172],"among":[173],"relay":[179],"data":[180],"fusion":[182],"centre":[183],"receiver":[184],"enhance":[186],"transmission":[187],"reliability":[188],"channel":[191],"conditions.":[192],"expected":[197],"provide":[199],"efficient":[201],"solutions":[202],"future":[204],"generation":[205],"WSNs.":[206],"Simulation":[207],"demonstrate":[209],"that":[210],"heterogenous":[213],"WSN":[214],"50%":[216],"activity":[217],"factor,":[218],"outperforms":[221],"existing":[223],"by":[225],"saving":[226],"11%":[227],"residual":[228]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
