{"id":"https://openalex.org/W3165305855","doi":"https://doi.org/10.1155/2021/6677961","title":"An Improved Energy\u2010Aware Routing Protocol Using Multiobjective Particular Swarm Optimization Algorithm","display_name":"An Improved Energy\u2010Aware Routing Protocol Using Multiobjective Particular Swarm Optimization Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3165305855","doi":"https://doi.org/10.1155/2021/6677961","mag":"3165305855"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6677961","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6677961","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/6677961.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/6677961.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101799400","display_name":"Zhihao Peng","orcid":"https://orcid.org/0000-0003-2075-534X"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Peng","raw_affiliation_strings":["School of Software, Dalian Neusoft University of Information, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2075-534X","affiliations":[{"raw_affiliation_string":"School of Software, Dalian Neusoft University of Information, Dalian, China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021687534","display_name":"Mehdi Sajedi Jabloo","orcid":"https://orcid.org/0000-0003-3879-6406"},"institutions":[{"id":"https://openalex.org/I72341708","display_name":"University of Mohaghegh Ardabili","ror":"https://ror.org/045zrcm98","country_code":"IR","type":"education","lineage":["https://openalex.org/I72341708"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mehdi Sajedi Jabloo","raw_affiliation_strings":["Department of Computer Engineering, Moghadas Ardabili Institute of Higher Education, Ardabil, Iran"],"raw_orcid":"https://orcid.org/0000-0003-3879-6406","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Moghadas Ardabili Institute of Higher Education, Ardabil, Iran","institution_ids":["https://openalex.org/I72341708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072733191","display_name":"Yahya Dorostkar Navaei","orcid":"https://orcid.org/0000-0002-6486-7223"},"institutions":[{"id":"https://openalex.org/I197220011","display_name":"Qazvin Islamic Azad University","ror":"https://ror.org/023kjn321","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I197220011"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Yahya Dorostkar Navaei","raw_affiliation_strings":["Department of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran"],"raw_orcid":"https://orcid.org/0000-0002-6486-7223","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran","institution_ids":["https://openalex.org/I197220011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101892990","display_name":"Morteza Hosseini","orcid":"https://orcid.org/0000-0001-5955-0216"},"institutions":[{"id":"https://openalex.org/I136830121","display_name":"Islamic Azad University South Tehran Branch","ror":"https://ror.org/02xc21a77","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I136830121"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Morteza Hosseini","raw_affiliation_strings":["Department of Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5955-0216","affiliations":[{"raw_affiliation_string":"Department of Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran","institution_ids":["https://openalex.org/I136830121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050492724","display_name":"Rozita Jamili Oskouei","orcid":"https://orcid.org/0000-0001-7162-9373"},"institutions":[{"id":"https://openalex.org/I189748745","display_name":"Islamic Azad University Mahshahr","ror":"https://ror.org/01y361889","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I189748745"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Rozita Jamili Oskouei","raw_affiliation_strings":["Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran"],"raw_orcid":"https://orcid.org/0000-0001-7162-9373","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran","institution_ids":["https://openalex.org/I189748745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005001256","display_name":"Poria Pirozmand","orcid":"https://orcid.org/0000-0001-6304-8106"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Poria Pirozmand","raw_affiliation_strings":["School of Computer and Software, Dalian Neusoft University of Information, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-6304-8106","affiliations":[{"raw_affiliation_string":"School of Computer and Software, Dalian Neusoft University of Information, Dalian, China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001726949","display_name":"Seyedsaeid Mirkamali","orcid":"https://orcid.org/0000-0002-8340-7003"},"institutions":[{"id":"https://openalex.org/I55547365","display_name":"Payame Noor University","ror":"https://ror.org/031699d98","country_code":"IR","type":"education","lineage":["https://openalex.org/I55547365"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyedsaeid Mirkamali","raw_affiliation_strings":["Department of Computer Engineering and IT, Payame Noor University (PNU), Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-8340-7003","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and IT, Payame Noor University (PNU), Tehran, Iran","institution_ids":["https://openalex.org/I55547365"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072733191"],"corresponding_institution_ids":["https://openalex.org/I197220011"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":2.2431,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88191385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9983999729156494,"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":0.9983999729156494,"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/T11478","display_name":"Caching and Content Delivery","score":0.9957000017166138,"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":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8977116346359253},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.6020938158035278},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.47206762433052063},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4677954316139221},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45467668771743774},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.45309948921203613},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.43575823307037354},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40419483184814453},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.3575866222381592},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24261319637298584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11444124579429626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0945461094379425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05705496668815613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8977116346359253},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6020938158035278},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.47206762433052063},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4677954316139221},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45467668771743774},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.45309948921203613},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.43575823307037354},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40419483184814453},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.3575866222381592},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24261319637298584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11444124579429626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0945461094379425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05705496668815613},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/6677961","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6677961","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/6677961.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bf8c10025a924165b74b26d78a31281b","is_oa":false,"landing_page_url":"https://doaj.org/article/bf8c10025a924165b74b26d78a31281b","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6677961","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6677961","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/6677961.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8399999737739563,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165305855.pdf","grobid_xml":"https://content.openalex.org/works/W3165305855.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1986610313","https://openalex.org/W2008529556","https://openalex.org/W2170392039","https://openalex.org/W2270538208","https://openalex.org/W2395619297","https://openalex.org/W2534916977","https://openalex.org/W2582025857","https://openalex.org/W2593517983","https://openalex.org/W2595138051","https://openalex.org/W2599498569","https://openalex.org/W2773402197","https://openalex.org/W2791191836","https://openalex.org/W2794164171","https://openalex.org/W2901442650","https://openalex.org/W2963483367","https://openalex.org/W2989063747","https://openalex.org/W2996705655","https://openalex.org/W2997175715","https://openalex.org/W2999439486","https://openalex.org/W3008388905","https://openalex.org/W3119547926","https://openalex.org/W3128287933","https://openalex.org/W6712308168"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2170656329","https://openalex.org/W3131977017","https://openalex.org/W3205823858"],"abstract_inverted_index":{"The":[0,168],"energy":[1,34,46,53,178],"of":[2,14,23,35,45,54,61,66,102],"sensor":[3,7,104],"nodes":[4],"in":[5,77],"wireless":[6,103],"networks":[8],"is":[9,12,110,129,148],"limited,":[10],"which":[11],"one":[13],"the":[15,21,32,49,52,59,64,78,81,87,91,96,111,132,139,144,152,173,186,192],"most":[16,33],"important":[17],"challenges":[18],"due":[19,189],"to":[20,58,155,190,195],"lack":[22],"a":[24,37,55,62,123,181],"fixed":[25],"power":[26],"supply.":[27],"Because":[28],"data":[29],"transmission":[30],"consumes":[31,176],"nodes,":[36],"node":[38,56,147],"that":[39,172],"transmits":[40],"more":[41],"packets":[42],"runs":[43],"out":[44],"faster":[47],"than":[48],"others.":[50],"When":[51],"comes":[57],"end":[60],"network,":[63],"process":[65],"network":[67,79],"operation":[68],"may":[69,84],"be":[70],"disrupted.":[71],"In":[72,114,131],"this":[73,115],"case,":[74],"critical":[75],"information":[76],"with":[80,185],"desired":[82],"quality":[83,157,197],"not":[85],"reach":[86],"hole":[88],"and":[89,99,165,179],"eventually":[90],"base":[92],"stations.":[93],"Therefore,":[94],"considering":[95],"dynamic":[97],"topology":[98],"distributed":[100],"nature":[101],"networks,":[105],"designing":[106],"energy\u2010efficient":[107],"routing":[108,119],"protocols":[109],"main":[112],"challenge.":[113],"paper,":[116],"an":[117],"energy\u2010aware":[118],"protocol":[120],"based":[121,150],"on":[122,151],"multiobjective":[124],"particle":[125,134],"swarm":[126,135],"optimization":[127,136],"algorithm":[128,137],"presented.":[130],"proposed":[133,174],"method,":[138],"proportionality":[140],"function":[141],"for":[142],"selecting":[143],"optimal":[145],"threaded":[146],"set":[149],"goals":[153,193],"related":[154,194],"service":[156,196],"including":[158],"residual":[159],"energy,":[160],"link":[161],"quality,":[162],"end\u2010to\u2010end":[163],"delay,":[164],"delivery":[166],"rate.":[167],"simulation":[169],"results":[170],"show":[171],"method":[175],"less":[177],"has":[180],"longer":[182],"lifespan":[183],"compared":[184],"state\u2010of\u2010the\u2010art":[187],"methods":[188],"balancing":[191],"criteria.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
