{"id":"https://openalex.org/W7117892772","doi":"https://doi.org/10.1109/milcom64451.2025.11310223","title":"Joint Scheduling and Resource Allocation in mmWave IAB Networks Using Deep RL","display_name":"Joint Scheduling and Resource Allocation in mmWave IAB Networks Using Deep RL","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W7117892772","doi":"https://doi.org/10.1109/milcom64451.2025.11310223"},"language":null,"primary_location":{"id":"doi:10.1109/milcom64451.2025.11310223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11310223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"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":false,"raw_author_name":"Maryam Abbasalizadeh","raw_affiliation_strings":["University of Massachusetts Lowell,Lowell,MA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Lowell,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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Lowell,Lowell,MA,USA","institution_ids":["https://openalex.org/I133738476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I133738476"],"apc_list":null,"apc_paid":null,"fwci":5.7467,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96806061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.44699999690055847,"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"}},"topics":[{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.44699999690055847,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.2793999910354614,"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":0.0966000035405159,"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/backhaul","display_name":"Backhaul (telecommunications)","score":0.8422999978065491},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6589999794960022},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.5288000106811523},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5062000155448914},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.42489999532699585},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4065999984741211},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.3707999885082245},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.3093000054359436}],"concepts":[{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.8422999978065491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7365999817848206},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6589999794960022},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6089000105857849},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5795000195503235},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.5288000106811523},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5062000155448914},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.42489999532699585},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4065999984741211},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.3091000020503998},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.3019999861717224},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.29499998688697815},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.28940001130104065},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.25999999046325684},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.25450000166893005},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.2535000145435333},{"id":"https://openalex.org/C122141398","wikidata":"https://www.wikidata.org/wiki/Q5456330","display_name":"Fixed-priority pre-emptive scheduling","level":5,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom64451.2025.11310223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11310223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2796325094","https://openalex.org/W2920782234","https://openalex.org/W4210513544","https://openalex.org/W4392175314","https://openalex.org/W4401210733","https://openalex.org/W4402159384","https://openalex.org/W4404547972","https://openalex.org/W4405633907","https://openalex.org/W4406047404","https://openalex.org/W4413967642"],"related_works":[],"abstract_inverted_index":{"Integrated":[0],"Access":[1],"and":[2,10,35,56,62,71,84,100,110,117,124],"Backhaul":[3],"(IAB)":[4],"is":[5,20],"critical":[6],"for":[7,31,69,115],"dense":[8],"5G":[9],"beyond":[11],"deployments,":[12,119],"especially":[13],"in":[14,38],"mmWave":[15],"bands":[16],"where":[17,120],"fiber":[18],"backhaul":[19,57,126],"infeasible.":[21],"We":[22],"propose":[23],"a":[24,46,65],"novel":[25],"Deep":[26,49],"Reinforcement":[27],"Learning":[28],"(DRL)":[29],"framework":[30],"joint":[32],"link":[33,122],"scheduling":[34,87,98,123],"resource":[36],"slicing":[37],"dynamic,":[39],"interference-prone":[40],"IAB":[41],"networks.":[42],"Our":[43],"method":[44],"integrates":[45],"greedy":[47],"Double":[48],"Q-Network":[50],"(DDQN)":[51],"scheduler":[52],"to":[53],"activate":[54],"access":[55],"links":[58],"based":[59],"on":[60],"traffic":[61],"topology,":[63],"with":[64],"multi-agent":[66],"DDQN":[67],"allocator":[68],"bandwidth":[70],"antenna":[72,82],"assignment":[73],"across":[74,88,92],"network":[75],"slices.":[76],"This":[77],"decentralized":[78],"approach":[79],"respects":[80],"strict":[81],"constraints":[83],"supports":[85],"concurrent":[86],"heterogeneous":[89],"links.":[90],"Evaluations":[91],"96":[93],"dynamic":[94,116],"topologies":[95],"show":[96],"99.84%":[97],"accuracy":[99],"20.90%":[101],"throughput":[102],"improvement":[103],"over":[104],"baselines.":[105],"The":[106],"framework's":[107],"efficient":[108],"operation":[109],"adaptability":[111],"make":[112],"it":[113],"suitable":[114],"resource-constrained":[118],"fast":[121],"autonomous":[125],"coordination":[127],"are":[128],"vital.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2026-01-01T00:00:00"}
