{"id":"https://openalex.org/W4414538884","doi":"https://doi.org/10.1109/icc52391.2025.11162029","title":"Predictive Temporal Graph Neural Networks for Power and Spectrum Allocation in D2D Networks","display_name":"Predictive Temporal Graph Neural Networks for Power and Spectrum Allocation in D2D Networks","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414538884","doi":"https://doi.org/10.1109/icc52391.2025.11162029"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11162029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11162029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"article","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/A5088537279","display_name":"Maher Marwani","orcid":"https://orcid.org/0000-0001-7792-7857"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maher Marwani","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032243366","display_name":"Georges Kaddoum","orcid":"https://orcid.org/0000-0002-5025-6624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Georges Kaddoum","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088537279"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27823415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1620","last_page":"1625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.744700014591217,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.744700014591217,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.7319999933242798,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.7192000150680542,"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/radio-resource-management","display_name":"Radio resource management","score":0.6098999977111816},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5940999984741211},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5551999807357788},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5299000144004822},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.524399995803833},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.5117999911308289},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5041999816894531},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4975000023841858},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4964999854564667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7861999869346619},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.6098999977111816},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5940999984741211},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5551999807357788},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.538100004196167},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5299000144004822},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.524399995803833},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.5117999911308289},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5041999816894531},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4975000023841858},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4964999854564667},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46459999680519104},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4569999873638153},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44999998807907104},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.3995000123977661},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.3953999876976013},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3578999936580658},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.31949999928474426},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.3167000114917755},{"id":"https://openalex.org/C63029442","wikidata":"https://www.wikidata.org/wiki/Q6504978","display_name":"Spectrum management","level":4,"score":0.296099990606308},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.29159998893737793},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.289900004863739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2847999930381775},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25920000672340393},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11162029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11162029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1969281101","https://openalex.org/W2079587612","https://openalex.org/W2110767187","https://openalex.org/W2140656373","https://openalex.org/W2296030676","https://openalex.org/W2797462110","https://openalex.org/W2903709398","https://openalex.org/W3021613070","https://openalex.org/W3108183788","https://openalex.org/W3210814696","https://openalex.org/W4380605589","https://openalex.org/W4399310980","https://openalex.org/W4402258658"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1,47,50],"paper,":[2],"we":[3,52,77,96],"address":[4,46],"the":[5,18,22,74,93,98,117,121,124,142],"challenge":[6],"of":[7,31,120,172,194],"power":[8],"control":[9],"and":[10,101,134,139,162],"spectrum":[11],"allocation":[12],"in":[13,43,49],"Device-to-Device":[14],"(D2D)":[15],"networks":[16],"with":[17,65],"aim":[19],"to":[20,85,150,157,166],"maximize":[21],"long-term":[23],"average":[24],"network":[25,83,189],"rate.":[26],"The":[27,170],"inherent":[28],"time-varying":[29],"nature":[30],"wireless":[32,184],"channels,":[33],"caused":[34],"by":[35],"user":[36],"mobility,":[37],"complicates":[38],"radio":[39],"resource":[40,129,160],"management":[41],"(RRM)":[42],"such":[44],"networks.":[45],"concern,":[48],"study,":[51],"propose":[53],"a":[54,66,111,187],"novel":[55],"two-level":[56],"solution":[57],"that":[58,115,176],"integrates":[59],"Channel":[60],"State":[61],"Information":[62],"(CSI)":[63],"prediction":[64],"Graph":[67],"Neural":[68],"Network":[69],"(GNN)-based":[70],"RRM":[71,113],"model.":[72],"On":[73,92],"first":[75],"level,":[76,95],"develop":[78],"an":[79],"attention-based":[80],"recurrent":[81],"neural":[82],"(RNN)":[84],"predict":[86],"future":[87],"CSIs":[88,103,122],"using":[89],"historical":[90],"data.":[91],"second":[94],"transform":[97],"past,":[99],"current,":[100],"predicted":[102],"into":[104],"multiple":[105],"graph":[106],"structures.":[107],"We":[108],"then":[109],"design":[110],"GNN-based":[112],"model":[114,144],"captures":[116],"geometric":[118],"properties":[119],"across":[123,163,182],"following":[125],"three":[126],"dimensions:":[127],"within":[128,148],"blocks":[130],"(RBs),":[131],"between":[132,155],"RBs,":[133],"over":[135],"time":[136],"(both":[137],"forward":[138],"backward).":[140],"Specifically,":[141],"proposed":[143],"employs":[145],"message":[146],"passing":[147],"RBs":[149,156],"capture":[151],"local":[152],"interference":[153],"patterns,":[154],"optimize":[158],"spectral":[159],"allocation,":[161],"temporal":[164,168],"states":[165],"use":[167],"dependencies.":[169],"results":[171],"our":[173,177],"simulation":[174],"demonstrate":[175],"method":[178],"outperforms":[179],"benchmark":[180],"schemes":[181],"various":[183],"scenarios,":[185],"achieving":[186],"higher":[188],"throughput":[190],"while":[191],"satisfying":[192],"Quality":[193],"Service":[195],"(QoS)":[196],"constraints.":[197]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}