{"id":"https://openalex.org/W4389041402","doi":"https://doi.org/10.1109/isncc58260.2023.10323676","title":"Energy-Efficient Routing Using LSTM-Based Deep Learning for Sink Mobility Prediction to Enhance Lifetime and Stability of Wireless Sensor Networks","display_name":"Energy-Efficient Routing Using LSTM-Based Deep Learning for Sink Mobility Prediction to Enhance Lifetime and Stability of Wireless Sensor Networks","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4389041402","doi":"https://doi.org/10.1109/isncc58260.2023.10323676"},"language":"en","primary_location":{"id":"doi:10.1109/isncc58260.2023.10323676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},"type":"article","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/A5054570604","display_name":"Mohammed F. Suleiman","orcid":"https://orcid.org/0000-0002-4500-633X"},"institutions":[{"id":"https://openalex.org/I874055015","display_name":"Teesside University","ror":"https://ror.org/03z28gk75","country_code":"GB","type":"education","lineage":["https://openalex.org/I874055015"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mohammed F. Suleiman","raw_affiliation_strings":["School of Computing, Engineering &#x0026; Digital Technologies Teesside University,Middlesbrough,UK,TS1 3BX"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering &#x0026; Digital Technologies Teesside University,Middlesbrough,UK,TS1 3BX","institution_ids":["https://openalex.org/I874055015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084269780","display_name":"Usman Adeel","orcid":"https://orcid.org/0000-0002-8660-8134"},"institutions":[{"id":"https://openalex.org/I874055015","display_name":"Teesside University","ror":"https://ror.org/03z28gk75","country_code":"GB","type":"education","lineage":["https://openalex.org/I874055015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Usman Adeel","raw_affiliation_strings":["School of Computing, Engineering &#x0026; Digital Technologies Teesside University,Middlesbrough,UK,TS1 3BX"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering &#x0026; Digital Technologies Teesside University,Middlesbrough,UK,TS1 3BX","institution_ids":["https://openalex.org/I874055015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054570604"],"corresponding_institution_ids":["https://openalex.org/I874055015"],"apc_list":null,"apc_paid":null,"fwci":0.4024,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63251582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9939000010490417,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9929999709129333,"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":0.773654043674469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7596035003662109},{"id":"https://openalex.org/keywords/sink","display_name":"Sink (geography)","score":0.7081096768379211},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6520051956176758},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.572729766368866},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.552568256855011},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5311364531517029},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4179244041442871},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4133041799068451},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35225510597229004},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14492735266685486}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.773654043674469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7596035003662109},{"id":"https://openalex.org/C143050476","wikidata":"https://www.wikidata.org/wiki/Q194502","display_name":"Sink (geography)","level":2,"score":0.7081096768379211},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6520051956176758},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.572729766368866},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.552568256855011},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5311364531517029},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4179244041442871},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4133041799068451},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35225510597229004},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14492735266685486},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc58260.2023.10323676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2082849356","https://openalex.org/W2090767179","https://openalex.org/W2101617792","https://openalex.org/W2106335692","https://openalex.org/W2108777122","https://openalex.org/W2117427846","https://openalex.org/W2143761236","https://openalex.org/W2160807209","https://openalex.org/W2168452204","https://openalex.org/W2314547014","https://openalex.org/W2342950291","https://openalex.org/W2763695243","https://openalex.org/W2889327404","https://openalex.org/W2924340414","https://openalex.org/W2946115284","https://openalex.org/W2995773415","https://openalex.org/W3007447684","https://openalex.org/W3089390886","https://openalex.org/W3127117188","https://openalex.org/W3136067118","https://openalex.org/W3151169314","https://openalex.org/W4386952373","https://openalex.org/W6681302358","https://openalex.org/W6793637602"],"related_works":["https://openalex.org/W2554282488","https://openalex.org/W3112412180","https://openalex.org/W88288537","https://openalex.org/W2187325340","https://openalex.org/W400595500","https://openalex.org/W3215835591","https://openalex.org/W2149660368","https://openalex.org/W1506583018","https://openalex.org/W1995305559","https://openalex.org/W1971339394"],"abstract_inverted_index":{"In":[0,130],"recent":[1],"times,":[2],"wireless":[3,111],"sensor":[4,76,112],"networks":[5,113],"(WSNs)":[6],"have":[7],"been":[8],"greatly":[9],"used":[10],"in":[11,204],"a":[12,45,81,116,135],"wide":[13],"range":[14],"of":[15,32,57,64,154,206],"fields":[16],"and":[17,38,47,53,79,88,100,124,160,201,209,212],"applications":[18],"such":[19],"as":[20,80,115],"healthcare,":[21],"industrial":[22,101],"process":[23],"control,":[24],"military":[25],"operations,":[26],"agriculture,":[27],"environment":[28],"monitoring,":[29],"etc.,":[30],"because":[31],"their":[33,162],"ability":[34],"to":[35,74,97,103,119,164,215],"remotely":[36],"monitor":[37],"control":[39],"different":[40],"application":[41],"parameters,":[42],"thereby":[43],"providing":[44],"comfortable":[46],"smart":[48],"economic":[49],"life":[50],"for":[51],"individuals":[52],"organizations.":[54],"Nevertheless,":[55],"one":[56],"the":[58,62,67,84,121,125,131,141,151,155,158,165,170,185,194,198,216],"critical":[59],"issues":[60,128],"hindering":[61],"success":[63],"WSNs":[65],"is":[66],"continuous":[68],"energy":[69,78,92,122],"depletion":[70],"that":[71,193],"occurs":[72],"due":[73],"limited":[75],"node":[77,167],"result":[82],"affects":[83],"overall":[85],"network":[86,159,207],"lifetime":[87,208],"performance.":[89],"The":[90,174,189],"recurring":[91],"consumption":[93],"issue":[94],"has":[95],"led":[96],"many":[98],"academic":[99],"studies":[102],"be":[104],"carried":[105],"out.":[106],"Incorporating":[107],"sink":[108,137,156,172],"mobility":[109,138],"into":[110],"emerges":[114],"novel":[117,136],"approach":[118],"tackle":[120],"hole":[123],"long-data":[126],"transmission":[127],"respectively.":[129],"paper,":[132],"we":[133],"propose":[134],"prediction":[139],"using":[140],"Long-Short":[142],"Term":[143],"Memory":[144],"(LSTM)":[145],"model.":[146],"Sensor":[147],"nodes":[148],"can":[149],"predict":[150],"estimated":[152],"location":[153],"across":[157],"send":[161],"data":[163],"priority":[166],"or":[168],"via":[169],"mobile":[171,179],"directly.":[173],"three":[175],"proposed":[176],"multiple":[177],"random":[178],"sinks":[180],"were":[181],"all":[182],"compared":[183],"with":[184],"existing":[186],"M-RBMR":[187],"protocol.":[188],"simulation":[190],"results":[191],"show":[192],"MRMS-C":[195],"protocol":[196],"outperforms":[197],"M-RBMR,":[199],"RMMS,":[200],"MRMS-NC":[202],"protocols":[203],"terms":[205],"stability,":[210],"throughput,":[211],"packets":[213],"delivered":[214],"sinks.":[217]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
