{"id":"https://openalex.org/W4317642823","doi":"https://doi.org/10.1109/wpmc55625.2022.10014984","title":"A Novel Routing Protocol based on Prediction of Energy Consumption and Link Stability in Mobile Internet of Thing (MIoT)","display_name":"A Novel Routing Protocol based on Prediction of Energy Consumption and Link Stability in Mobile Internet of Thing (MIoT)","publication_year":2022,"publication_date":"2022-10-30","ids":{"openalex":"https://openalex.org/W4317642823","doi":"https://doi.org/10.1109/wpmc55625.2022.10014984"},"language":"en","primary_location":{"id":"doi:10.1109/wpmc55625.2022.10014984","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wpmc55625.2022.10014984","pdf_url":null,"source":{"id":"https://openalex.org/S4363607502","display_name":"2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/WPMC55625.2022.10014984","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081253819","display_name":"Seyed Salar Sefati","orcid":"https://orcid.org/0000-0002-7208-3576"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Seyed Salar Sefati","raw_affiliation_strings":["University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology,Bucharest,Romania","University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology,Bucharest,Romania","institution_ids":["https://openalex.org/I141595442"]},{"raw_affiliation_string":"University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027737746","display_name":"Ahmed M. Nor","orcid":"https://orcid.org/0000-0002-6943-892X"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ahmed M. Nor","raw_affiliation_strings":["University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology,Bucharest,Romania","University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology,Bucharest,Romania","institution_ids":["https://openalex.org/I141595442"]},{"raw_affiliation_string":"University polytechnic of Bucharest, Electronic, Telecommunications and Information Technology, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057547358","display_name":"Simona Halunga","orcid":"https://orcid.org/0000-0001-7028-3921"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Simona Halunga","raw_affiliation_strings":["University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology,Buchaerst,Romania","University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology, Buchaerst, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology,Buchaerst,Romania","institution_ids":["https://openalex.org/I141595442"]},{"raw_affiliation_string":"University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology, Buchaerst, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051870347","display_name":"Octavian Fartu","orcid":null},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Octavian Fartu","raw_affiliation_strings":["University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology,Buchaerst,Romania","University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology, Buchaerst, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology,Buchaerst,Romania","institution_ids":["https://openalex.org/I141595442"]},{"raw_affiliation_string":"University Polytehnic of Bucharest, Electronic, Telecommunications and Information Technology, Buchaerst, Romania","institution_ids":["https://openalex.org/I141595442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141595442"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"12","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9997000098228455,"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":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.8069608211517334},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6459118127822876},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6265062689781189},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6098087430000305},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5841122269630432},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5520555973052979},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4857845604419708},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4853717088699341},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.48137763142585754},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4314134120941162},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.41015973687171936},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.3778415024280548},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10551488399505615},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09833160042762756}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8069608211517334},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6459118127822876},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6265062689781189},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6098087430000305},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5841122269630432},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5520555973052979},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4857845604419708},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4853717088699341},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.48137763142585754},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4314134120941162},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.41015973687171936},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.3778415024280548},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10551488399505615},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09833160042762756},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wpmc55625.2022.10014984","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wpmc55625.2022.10014984","pdf_url":null,"source":{"id":"https://openalex.org/S4363607502","display_name":"2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:11487167","is_oa":true,"landing_page_url":"https://doi.org/10.1109/WPMC55625.2022.10014984","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Symposium on Wireless Personal Multimedia Communications (WPMC), Herning- Denmark, 30 October -02 November 2022","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:11487167","is_oa":true,"landing_page_url":"https://doi.org/10.1109/WPMC55625.2022.10014984","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Symposium on Wireless Personal Multimedia Communications (WPMC), Herning- Denmark, 30 October -02 November 2022","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W349733693","https://openalex.org/W2562991758","https://openalex.org/W2563040182","https://openalex.org/W2735781770","https://openalex.org/W2801592037","https://openalex.org/W2897813803","https://openalex.org/W2983472691","https://openalex.org/W3132376940","https://openalex.org/W3188456085","https://openalex.org/W3201124012","https://openalex.org/W3203922793","https://openalex.org/W4238282305","https://openalex.org/W4285407084","https://openalex.org/W4292971665","https://openalex.org/W6840030968"],"related_works":["https://openalex.org/W2323516465","https://openalex.org/W4238615239","https://openalex.org/W2063960996","https://openalex.org/W2085045797","https://openalex.org/W1998565590","https://openalex.org/W2170179501","https://openalex.org/W2061423566","https://openalex.org/W2342975177","https://openalex.org/W2307385607","https://openalex.org/W2135735066"],"abstract_inverted_index":{"Mobile":[0],"Internet":[1],"of":[2,44,49,96,116,160,210],"Things":[3],"(MIoTs),":[4],"a":[5,81,143,172],"promising":[6],"5G":[7],"network":[8,79,121],"application,":[9],"has":[10,61],"begun":[11],"attracting":[12],"attention":[13],"from":[14],"academia":[15],"and":[16,22,69,99,119,125,134,153,185,214],"industry.":[17],"MIoTs":[18],"use":[19],"various":[20],"sensors":[21,91],"wireless":[23],"communication":[24],"protocols.":[25],"By":[26],"adopting":[27],"sophisticated":[28],"technologies,":[29],"people":[30],"are":[31],"leveraging":[32],"IoTs":[33],"to":[34,53,84,112,164],"facilitate":[35],"their":[36],"tasks.":[37],"In":[38],"today's":[39],"IoT":[40,78],"devices,":[41],"the":[42,45,50,94,101,114,136,149,158,166,178,199,203,208],"mobility":[43],"nodes":[46,118],"is":[47,80,108,162],"one":[48,109],"essential":[51],"features":[52],"be":[54],"considered":[55],"in":[56,76,156],"real-world":[57],"applications.":[58],"However,":[59],"it":[60],"several":[62],"challenges,":[63],"such":[64],"as":[65],"high":[66],"latency":[67],"time":[68],"energy":[70,151],"consumption.":[71],"Consequently,":[72],"implementing":[73],"efficient":[74],"strategies":[75],"an":[77],"vital":[82],"concern":[83],"improve":[85],"user":[86],"satisfaction,":[87],"because":[88],"adding":[89],"more":[90],"might":[92],"reduce":[93],"Quality":[95],"Service":[97],"(QoS),":[98],"overcome":[100],"current":[102],"MIoT":[103],"issues.":[104],"The":[105],"clustering":[106],"strategy":[107,159],"effective":[110],"method":[111],"increase":[113],"number":[115,209],"live":[117,211],"lengthen":[120],"life.":[122],"Moreover,":[123,169],"routing":[124,145],"data":[126,175],"forwarding":[127],"protocols":[128],"significantly":[129],"save":[130],"precious":[131],"nodes'":[132],"resources":[133],"maintain":[135],"links":[137],"between":[138],"nodes.":[139],"This":[140],"paper":[141],"proposes":[142],"new":[144],"scheme":[146,176],"based":[147],"on":[148],"expected":[150],"consumption":[152],"link":[154,179],"stability,":[155],"which":[157],"distances":[161],"used":[163],"predict":[165],"consumed":[167],"energy.":[168],"we":[170,183],"propose":[171],"better":[173],"forward":[174],"using":[177,192],"stability":[180],"criterion.":[181],"Furthermore,":[182],"validate":[184],"evaluate":[186],"our":[187],"work":[188],"through":[189],"extensive":[190],"simulations":[191],"MATLAB":[193],"software.":[194],"Our":[195],"results":[196],"demonstrate":[197],"that":[198],"proposed":[200],"methods":[201],"outperform":[202],"existing":[204],"related":[205],"schemes":[206],"regarding":[207],"nodes,":[212],"reliability,":[213],"latency.":[215]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
