{"id":"https://openalex.org/W4403674590","doi":"https://doi.org/10.1109/ojcoms.2024.3484948","title":"Dynamic Link Scheduling in Wireless Networks Through Fuzzy-Enhanced Deep Learning","display_name":"Dynamic Link Scheduling in Wireless Networks Through Fuzzy-Enhanced Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403674590","doi":"https://doi.org/10.1109/ojcoms.2024.3484948"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2024.3484948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3484948","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2024.3484948","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103250567","display_name":"Maryam Abbasalizadeh","orcid":"https://orcid.org/0009-0004-6590-1683"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maryam Abbasalizadeh","raw_affiliation_strings":["University of Massachusetts Lowell, Lowell, MA, USA","University of Massachusetts, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]},{"raw_affiliation_string":"University of Massachusetts, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094092643","display_name":"Krishnaa Vellamchety","orcid":"https://orcid.org/0009-0007-7419-8426"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krishnaa Vellamchety","raw_affiliation_strings":["University of Massachusetts Lowell, Lowell, MA, USA","University of Massachusetts, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]},{"raw_affiliation_string":"University of Massachusetts, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056691813","display_name":"Pranathi Rayavaram","orcid":"https://orcid.org/0000-0001-8375-7823"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pranathi Rayavaram","raw_affiliation_strings":["University of Massachusetts Lowell, Lowell, MA, USA","University of Massachusetts, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]},{"raw_affiliation_string":"University of Massachusetts, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015283040","display_name":"Sashank Narain","orcid":"https://orcid.org/0000-0001-5377-3750"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sashank Narain","raw_affiliation_strings":["University of Massachusetts Lowell, Lowell, MA, USA","University of Massachusetts, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]},{"raw_affiliation_string":"University of Massachusetts, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103250567"],"corresponding_institution_ids":["https://openalex.org/I133738476"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":2.4277,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8984458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"5","issue":null,"first_page":"6832","last_page":"6848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9732999801635742,"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":0.9732999801635742,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9732999801635742,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9696000218391418,"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":0.6588922142982483},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.6016765236854553},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5611612796783447},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5387957692146301},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4635125398635864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4464942514896393},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43127211928367615},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4220602512359619},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3726866841316223},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19629231095314026},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14558535814285278},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09033617377281189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588922142982483},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.6016765236854553},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5611612796783447},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5387957692146301},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4635125398635864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4464942514896393},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43127211928367615},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4220602512359619},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3726866841316223},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19629231095314026},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14558535814285278},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09033617377281189}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcoms.2024.3484948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3484948","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9ba6bc2abdc84fb1b8a41c95f4281799","is_oa":true,"landing_page_url":"https://doaj.org/article/9ba6bc2abdc84fb1b8a41c95f4281799","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 5, Pp 6832-6848 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2024.3484948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3484948","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.550000011920929,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4681360245","display_name":null,"funder_award_id":"N660012114033","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W105923215","https://openalex.org/W1572923654","https://openalex.org/W1670945017","https://openalex.org/W1995120351","https://openalex.org/W1998954244","https://openalex.org/W2078430462","https://openalex.org/W2103723095","https://openalex.org/W2143669931","https://openalex.org/W2150129794","https://openalex.org/W2323875092","https://openalex.org/W2515774600","https://openalex.org/W2574248553","https://openalex.org/W2745254363","https://openalex.org/W2801937512","https://openalex.org/W2879986537","https://openalex.org/W2885828982","https://openalex.org/W2898323380","https://openalex.org/W2959001258","https://openalex.org/W2963931669","https://openalex.org/W3039273193","https://openalex.org/W3041437500","https://openalex.org/W3086473936","https://openalex.org/W3111885788","https://openalex.org/W3160202353","https://openalex.org/W3167897655","https://openalex.org/W3182173492","https://openalex.org/W3193461739","https://openalex.org/W3213449107","https://openalex.org/W4297972233","https://openalex.org/W4300899652","https://openalex.org/W4313018492","https://openalex.org/W4362654510","https://openalex.org/W4367840596","https://openalex.org/W4401357350","https://openalex.org/W6779166518","https://openalex.org/W6797815831"],"related_works":["https://openalex.org/W1518185400","https://openalex.org/W3200586296","https://openalex.org/W4230332972","https://openalex.org/W1998033311","https://openalex.org/W4247322236","https://openalex.org/W1762272577","https://openalex.org/W4206960768","https://openalex.org/W4229899156","https://openalex.org/W2158247860","https://openalex.org/W4295104149"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"the":[5],"Learning":[6],"Greedy":[7,70],"Link":[8],"Scheduling":[9,71],"(LGLS)":[10],"algorithm,":[11],"a":[12,103],"novel":[13],"approach":[14,46],"for":[15,106],"optimizing":[16],"link":[17,31,74],"scheduling":[18,75],"in":[19,97],"wireless":[20,42,108],"networks.":[21],"By":[22],"integrating":[23],"deep":[24],"learning":[25],"and":[26,55,83,95],"fuzzy":[27],"logic,":[28],"LGLS":[29,63],"predicts":[30],"quality":[32],"probabilities,":[33],"which":[34],"provide":[35],"critical":[36],"topological":[37],"information":[38],"to":[39,52,81,86],"dynamically":[40],"manage":[41],"network":[43,99,109],"interference.":[44],"This":[45],"enhances":[47],"resource":[48],"allocation":[49],"efficiency,":[50],"leading":[51],"better":[53],"bandwidth":[54],"spectrum":[56],"usage.":[57],"Our":[58],"comprehensive":[59],"evaluation":[60],"shows":[61],"that":[62],"outperforms":[64],"traditional":[65],"algorithms":[66],"such":[67],"as":[68],"Local":[69],"(LGS),":[72],"achieving":[73],"performance":[76],"improvements":[77],"ranging":[78],"from":[79],"9.60%":[80],"24.79%":[82],"activating":[84],"up":[85],"24.10%":[87],"more":[88],"links.":[89],"These":[90],"results":[91],"demonstrate":[92],"LGLS\u2019s":[93],"robustness":[94],"efficiency":[96],"diverse":[98],"conditions,":[100],"making":[101],"it":[102],"promising":[104],"solution":[105],"future":[107],"optimization.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}