{"id":"https://openalex.org/W3014493756","doi":"https://doi.org/10.1109/access.2020.2984329","title":"Artificial Intelligence-Empowered Path Selection: A Survey of Ant Colony Optimization for Static and Mobile Sensor Networks","display_name":"Artificial Intelligence-Empowered Path Selection: A Survey of Ant Colony Optimization for Static and Mobile Sensor Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014493756","doi":"https://doi.org/10.1109/access.2020.2984329","mag":"3014493756"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2984329","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2984329","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09050878.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09050878.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100457835","display_name":"Xiaowei Chen","orcid":"https://orcid.org/0000-0002-9816-8666"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaowei Chen","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052507667","display_name":"Lei Yu","orcid":"https://orcid.org/0000-0002-6815-4116"},"institutions":[{"id":"https://openalex.org/I253932293","display_name":"Anhui University of Traditional Chinese Medicine","ror":"https://ror.org/0139j4p80","country_code":"CN","type":"education","lineage":["https://openalex.org/I253932293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yu","raw_affiliation_strings":["School of Medical Information Technology, Anhui University of Chinese Medicine, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-6815-4116","affiliations":[{"raw_affiliation_string":"School of Medical Information Technology, Anhui University of Chinese Medicine, Hefei, China","institution_ids":["https://openalex.org/I253932293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006546107","display_name":"Tian Wang","orcid":"https://orcid.org/0000-0003-4819-621X"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["College of Computer Science and Technology, Huaqiao University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Huaqiao University, Xiamen, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075435434","display_name":"Anfeng Liu","orcid":"https://orcid.org/0000-0001-5190-4761"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anfeng Liu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-5190-4761","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368800","display_name":"Xiaofeng Wu","orcid":"https://orcid.org/0000-0002-8016-0914"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaofeng Wu","raw_affiliation_strings":["Guangzhou Polytechnic of Sports, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Polytechnic of Sports, Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073729046","display_name":"Benhong Zhang","orcid":"https://orcid.org/0009-0002-8334-5540"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benhong Zhang","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027438102","display_name":"Zhiguo Lv","orcid":"https://orcid.org/0000-0001-6792-0088"},"institutions":[{"id":"https://openalex.org/I72565114","display_name":"Luoyang Institute of Science and Technology","ror":"https://ror.org/04nraex26","country_code":"CN","type":"education","lineage":["https://openalex.org/I72565114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Lv","raw_affiliation_strings":["School of Computer Science and Information Engineering, Luoyang Institute of Science and Technology, Luoyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Luoyang Institute of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I72565114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047394537","display_name":"Zeyu Sun","orcid":"https://orcid.org/0000-0002-0470-4203"},"institutions":[{"id":"https://openalex.org/I72565114","display_name":"Luoyang Institute of Science and Technology","ror":"https://ror.org/04nraex26","country_code":"CN","type":"education","lineage":["https://openalex.org/I72565114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Sun","raw_affiliation_strings":["School of Computer Science and Information Engineering, Luoyang Institute of Science and Technology, Luoyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Luoyang Institute of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I72565114"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100457835"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.429,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.89398537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"71497","last_page":"71511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998000264167786,"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":0.9998000264167786,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9871000051498413,"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8335966467857361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7327364087104797},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6873941421508789},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5894186496734619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5681991577148438},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.47462618350982666},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4630432724952698},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3683653175830841},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16666993498802185}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8335966467857361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7327364087104797},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6873941421508789},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5894186496734619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5681991577148438},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.47462618350982666},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4630432724952698},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3683653175830841},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16666993498802185},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2984329","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2984329","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09050878.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:88f3c06f120a41848908e7681ba42d3e","is_oa":true,"landing_page_url":"https://doaj.org/article/88f3c06f120a41848908e7681ba42d3e","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 71497-71511 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2984329","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2984329","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09050878.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3724669893","display_name":null,"funder_award_id":"201704030062","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G5015424972","display_name":null,"funder_award_id":"61701005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014493756.pdf","grobid_xml":"https://content.openalex.org/works/W3014493756.grobid-xml"},"referenced_works_count":119,"referenced_works":["https://openalex.org/W1505113810","https://openalex.org/W1508084509","https://openalex.org/W1529754941","https://openalex.org/W1974551581","https://openalex.org/W1980432661","https://openalex.org/W1991521345","https://openalex.org/W1994311938","https://openalex.org/W2004735585","https://openalex.org/W2005462979","https://openalex.org/W2034088535","https://openalex.org/W2036268493","https://openalex.org/W2038510214","https://openalex.org/W2039358072","https://openalex.org/W2056576128","https://openalex.org/W2073640201","https://openalex.org/W2083965265","https://openalex.org/W2085630740","https://openalex.org/W2088087163","https://openalex.org/W2107941094","https://openalex.org/W2108777122","https://openalex.org/W2115292965","https://openalex.org/W2116913505","https://openalex.org/W2138122413","https://openalex.org/W2138373774","https://openalex.org/W2154246381","https://openalex.org/W2160118395","https://openalex.org/W2161181954","https://openalex.org/W2161371274","https://openalex.org/W2162111989","https://openalex.org/W2167308093","https://openalex.org/W2205473260","https://openalex.org/W2263294840","https://openalex.org/W2279302866","https://openalex.org/W2313094932","https://openalex.org/W2328564122","https://openalex.org/W2342084540","https://openalex.org/W2342845836","https://openalex.org/W2344424854","https://openalex.org/W2407898405","https://openalex.org/W2464582522","https://openalex.org/W2473283431","https://openalex.org/W2522004770","https://openalex.org/W2530962206","https://openalex.org/W2560288464","https://openalex.org/W2577957252","https://openalex.org/W2579664801","https://openalex.org/W2586986237","https://openalex.org/W2596904372","https://openalex.org/W2607823504","https://openalex.org/W2607994951","https://openalex.org/W2618617214","https://openalex.org/W2620521532","https://openalex.org/W2741125053","https://openalex.org/W2741265261","https://openalex.org/W2749592054","https://openalex.org/W2753220989","https://openalex.org/W2755064018","https://openalex.org/W2763729924","https://openalex.org/W2763827256","https://openalex.org/W2765957367","https://openalex.org/W2771655311","https://openalex.org/W2775405389","https://openalex.org/W2785985841","https://openalex.org/W2786556725","https://openalex.org/W2790391732","https://openalex.org/W2791191836","https://openalex.org/W2792202556","https://openalex.org/W2792483365","https://openalex.org/W2802829404","https://openalex.org/W2807538159","https://openalex.org/W2808108461","https://openalex.org/W2885428154","https://openalex.org/W2893547295","https://openalex.org/W2896325049","https://openalex.org/W2897034345","https://openalex.org/W2897072217","https://openalex.org/W2899372083","https://openalex.org/W2902345525","https://openalex.org/W2903331227","https://openalex.org/W2906198352","https://openalex.org/W2916272095","https://openalex.org/W2932944054","https://openalex.org/W2939138533","https://openalex.org/W2941717673","https://openalex.org/W2943550635","https://openalex.org/W2943758699","https://openalex.org/W2945227221","https://openalex.org/W2946115284","https://openalex.org/W2947645764","https://openalex.org/W2950475205","https://openalex.org/W2950616977","https://openalex.org/W2950865323","https://openalex.org/W2952524760","https://openalex.org/W2954380236","https://openalex.org/W2955950084","https://openalex.org/W2955979265","https://openalex.org/W2961453427","https://openalex.org/W2964225825","https://openalex.org/W2964262038","https://openalex.org/W2966440789","https://openalex.org/W2967800338","https://openalex.org/W2970904646","https://openalex.org/W2971054328","https://openalex.org/W2972270478","https://openalex.org/W2972558822","https://openalex.org/W2975124241","https://openalex.org/W2979465591","https://openalex.org/W2980856918","https://openalex.org/W2981664222","https://openalex.org/W2986101901","https://openalex.org/W2986585645","https://openalex.org/W2990099514","https://openalex.org/W2990996075","https://openalex.org/W3006333275","https://openalex.org/W4233676993","https://openalex.org/W4299796063","https://openalex.org/W6683547916","https://openalex.org/W6727056986","https://openalex.org/W6762647383"],"related_works":["https://openalex.org/W2363465025","https://openalex.org/W2347969533","https://openalex.org/W2394153495","https://openalex.org/W2388217074","https://openalex.org/W2612694818","https://openalex.org/W2155027171","https://openalex.org/W2016475942","https://openalex.org/W2349786890","https://openalex.org/W2027135900","https://openalex.org/W4380486248"],"abstract_inverted_index":{"Artificial":[0],"intelligence-empowered":[1],"path":[2],"selection":[3],"plays":[4],"an":[5,35],"important":[6],"role":[7],"in":[8,41,103],"wireless":[9],"sensor":[10],"networks":[11],"(WSNs),":[12],"because":[13],"it":[14],"can":[15],"exceed":[16],"the":[17,27,62,107,122,130],"cognitive":[18],"performance":[19,144],"of":[20,26,45,66,78,92,132],"humans":[21],"and":[22,64,84,117,124,142],"determine":[23],"multiple":[24],"aspects":[25],"network":[28,104,143],"performance.":[29],"Ant":[30],"colony":[31],"optimization":[32],"(ACO)":[33],"is":[34],"effective":[36],"intelligence":[37],"algorithm":[38],"which":[39,97],"succeeds":[40],"addressing":[42],"several":[43,55,126],"issues":[44,128],"WSNs,":[46,60],"including":[47],"data":[48],"transmission,":[49],"node":[50],"deployment,":[51],"etc.":[52],"There":[53],"exist":[54],"ACO-based":[56,79,94,110],"transmission":[57,80,95,111],"strategies":[58,81,112],"for":[59,82,113],"but":[61],"summary":[63],"comparison":[65],"such":[67,133],"works":[68,102],"are":[69,115],"very":[70],"limited.":[71],"This":[72,135],"paper":[73,123],"provides":[74],"a":[75,90],"comprehensive":[76],"overview":[77],"static":[83],"mobile":[85],"WSNs.":[86],"First,":[87],"we":[88,120],"provide":[89],"classification":[91],"existing":[93],"methods,":[96],"distinguishes":[98],"itself":[99],"from":[100],"other":[101],"types.":[105],"Second,":[106],"highly":[108],"typical":[109],"WSNs":[114],"illustrated":[116],"discussed.":[118],"Finally,":[119],"summarize":[121],"present":[125],"open":[127],"concerning":[129],"design":[131,140],"networks.":[134],"survey":[136],"contributes":[137],"to":[138],"system":[139],"guidance":[141],"improvement.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
