{"id":"https://openalex.org/W1992160930","doi":"https://doi.org/10.3390/s120811307","title":"A Self-Optimizing Scheme for Energy Balanced Routing in Wireless Sensor Networks Using SensorAnt","display_name":"A Self-Optimizing Scheme for Energy Balanced Routing in Wireless Sensor Networks Using SensorAnt","publication_year":2012,"publication_date":"2012-08-15","ids":{"openalex":"https://openalex.org/W1992160930","doi":"https://doi.org/10.3390/s120811307","mag":"1992160930","pmid":"https://pubmed.ncbi.nlm.nih.gov/23112658"},"language":"en","primary_location":{"id":"doi:10.3390/s120811307","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s120811307","pdf_url":"https://www.mdpi.com/1424-8220/12/8/11307/pdf?version=1403318061","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/12/8/11307/pdf?version=1403318061","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090028868","display_name":"Ahmed M. Shamsan Saleh","orcid":"https://orcid.org/0000-0003-3731-7100"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ahmed M. Shamsan Saleh","raw_affiliation_strings":["Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106183720","display_name":"Borhanuddin Mohd Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Borhanuddin Mohd Ali","raw_affiliation_strings":["Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070496922","display_name":"Mohd Fadlee A. Rasid","orcid":"https://orcid.org/0000-0001-7047-4939"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Fadlee A. Rasid","raw_affiliation_strings":["Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002501317","display_name":"Alyani Ismail","orcid":"https://orcid.org/0000-0002-3085-4889"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Alyani Ismail","raw_affiliation_strings":["Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090028868"],"corresponding_institution_ids":["https://openalex.org/I130343225"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.136,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.94081025,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"8","first_page":"11307","last_page":"11333"},"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9973000288009644,"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":0.995199978351593,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7673275470733643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6592258214950562},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6098781824111938},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5971394777297974},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5934357643127441},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5338899493217468},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.5086548924446106},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5055506229400635},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.48677563667297363},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4210156798362732},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.25531429052352905},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2179792821407318},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.19191163778305054},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08692759275436401},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07201015949249268}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7673275470733643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6592258214950562},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6098781824111938},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5971394777297974},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5934357643127441},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5338899493217468},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.5086548924446106},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5055506229400635},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.48677563667297363},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4210156798362732},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.25531429052352905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2179792821407318},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.19191163778305054},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08692759275436401},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07201015949249268},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s120811307","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s120811307","pdf_url":"https://www.mdpi.com/1424-8220/12/8/11307/pdf?version=1403318061","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:23112658","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23112658","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:5e9e4995a1c942b9828f4fa593f51ee7","is_oa":true,"landing_page_url":"https://doaj.org/article/5e9e4995a1c942b9828f4fa593f51ee7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 12, Iss 8, Pp 11307-11333 (2012)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2475851","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3472886","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/12/8/11307/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s120811307","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 12; Issue 8; Pages: 11307-11333","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s120811307","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s120811307","pdf_url":"https://www.mdpi.com/1424-8220/12/8/11307/pdf?version=1403318061","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1992160930.pdf","grobid_xml":"https://content.openalex.org/works/W1992160930.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W40520819","https://openalex.org/W58438291","https://openalex.org/W1508084509","https://openalex.org/W1559599281","https://openalex.org/W1573676079","https://openalex.org/W1965526399","https://openalex.org/W1974895475","https://openalex.org/W1975370508","https://openalex.org/W2028828233","https://openalex.org/W2052094885","https://openalex.org/W2106335692","https://openalex.org/W2115710963","https://openalex.org/W2118051273","https://openalex.org/W2125481309","https://openalex.org/W2126554879","https://openalex.org/W2131791946","https://openalex.org/W2132549513","https://openalex.org/W2132895032","https://openalex.org/W2135053460","https://openalex.org/W2144161535","https://openalex.org/W2148251644","https://openalex.org/W2151271781","https://openalex.org/W2155864758","https://openalex.org/W2170239483","https://openalex.org/W2172229218","https://openalex.org/W2484306690","https://openalex.org/W3131074427","https://openalex.org/W3144088531","https://openalex.org/W4247589369","https://openalex.org/W4299796063"],"related_works":["https://openalex.org/W2182624400","https://openalex.org/W2365800168","https://openalex.org/W2767428579","https://openalex.org/W1992807692","https://openalex.org/W2078492738","https://openalex.org/W3014549013","https://openalex.org/W2366876790","https://openalex.org/W1971984784","https://openalex.org/W2034337349","https://openalex.org/W4366203707"],"abstract_inverted_index":{"Planning":[0],"of":[1,12,95,114,126,163],"energy-efficient":[2],"protocols":[3],"is":[4,48,72,82],"critical":[5],"for":[6,45],"Wireless":[7],"Sensor":[8],"Networks":[9],"(WSNs)":[10],"because":[11],"the":[13,16,34,54,59,75,86,89,104,123,130,155],"constraints":[14],"on":[15,74,99],"sensor":[17,55,68,127],"nodes'":[18,56],"energy.":[19],"The":[20,93],"routing":[21],"protocol":[22],"should":[23],"be":[24],"able":[25,49],"to":[26,33,50,61,84,133],"provide":[27],"uniform":[28],"power":[29],"dissipation":[30],"during":[31],"transmission":[32],"sink":[35],"node.":[36],"In":[37],"this":[38,96],"paper,":[39],"we":[40],"present":[41],"a":[42],"self-optimization":[43],"scheme":[44,150],"WSNs":[46],"which":[47,81],"utilize":[51],"and":[52,111,117,141,167],"optimize":[53],"resources,":[57],"especially":[58],"batteries,":[60],"achieve":[62],"balanced":[63],"energy":[64,113,135,164],"consumption":[65],"across":[66],"all":[67],"nodes.":[69],"This":[70,119],"method":[71,120],"based":[73],"Ant":[76],"Colony":[77],"Optimization":[78],"(ACO)":[79],"metaheuristic":[80],"adopted":[83],"enhance":[85],"paths":[87],"with":[88],"best":[90],"quality":[91],"function.":[92],"assessment":[94],"function":[97],"depends":[98],"multi-criteria":[100],"metrics":[101],"such":[102],"as":[103],"minimum":[105],"residual":[106],"battery":[107],"power,":[108],"hop":[109],"count":[110],"average":[112],"both":[115],"route":[116],"network.":[118],"also":[121],"distributes":[122],"traffic":[124],"load":[125],"nodes":[128],"throughout":[129],"WSN":[131],"leading":[132],"reduced":[134,142],"usage,":[136],"extended":[137],"network":[138],"life":[139],"time":[140],"packet":[143],"loss.":[144],"Simulation":[145],"results":[146],"show":[147],"that":[148],"our":[149],"performs":[151],"much":[152],"better":[153],"than":[154],"Energy":[156],"Efficient":[157],"Ant-Based":[158],"Routing":[159],"(EEABR)":[160],"in":[161],"terms":[162],"consumption,":[165],"balancing":[166],"efficiency.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
