{"id":"https://openalex.org/W4389252713","doi":"https://doi.org/10.1109/ojcoms.2023.3331102","title":"Optimal Mobile IRS Deployment for Empowered 6G Networks","display_name":"Optimal Mobile IRS Deployment for Empowered 6G Networks","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389252713","doi":"https://doi.org/10.1109/ojcoms.2023.3331102"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2023.3331102","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/ojcoms.2023.3331102","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10336912.pdf","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://ieeexplore.ieee.org/ielx7/8782661/8901158/10336912.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027608540","display_name":"Adel Mounir Said","orcid":"https://orcid.org/0000-0002-3388-7918"},"institutions":[{"id":"https://openalex.org/I4210165434","display_name":"National Telecommunications Institute","ror":"https://ror.org/05g82f642","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210165434"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Adel Mounir Said","raw_affiliation_strings":["Switching Department, National Telecommunication Institute, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Switching Department, National Telecommunication Institute, Cairo, Egypt","institution_ids":["https://openalex.org/I4210165434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057498700","display_name":"Michel Marot","orcid":"https://orcid.org/0000-0003-2355-1625"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Marot","raw_affiliation_strings":["SAMOVAR, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"affiliations":[{"raw_affiliation_string":"SAMOVAR, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080428009","display_name":"Hossam Afifi","orcid":"https://orcid.org/0000-0002-1723-7536"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hossam Afifi","raw_affiliation_strings":["SAMOVAR, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"affiliations":[{"raw_affiliation_string":"SAMOVAR, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000563829","display_name":"Hassine Moungla","orcid":"https://orcid.org/0000-0002-0325-6680"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hassine Moungla","raw_affiliation_strings":["SAMOVAR, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"affiliations":[{"raw_affiliation_string":"SAMOVAR, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027608540"],"corresponding_institution_ids":["https://openalex.org/I4210165434"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.2674,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55682542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"5","issue":null,"first_page":"540","last_page":"552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":1.0,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":1.0,"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/T12042","display_name":"Satellite Communication Systems","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9793999791145325,"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/non-line-of-sight-propagation","display_name":"Non-line-of-sight propagation","score":0.6850633025169373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6791641712188721},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5921565294265747},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5837653875350952},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5533082485198975},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5358375906944275},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5262907147407532},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.48880597949028015},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48269128799438477},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4795484244823456},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4543123245239258},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.4364948868751526},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.42277273535728455},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.37136414647102356},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2777900993824005},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.24862611293792725},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19133874773979187}],"concepts":[{"id":"https://openalex.org/C154910267","wikidata":"https://www.wikidata.org/wiki/Q1740982","display_name":"Non-line-of-sight propagation","level":3,"score":0.6850633025169373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791641712188721},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5921565294265747},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5837653875350952},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5533082485198975},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5358375906944275},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5262907147407532},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.48880597949028015},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48269128799438477},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4795484244823456},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4543123245239258},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.4364948868751526},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42277273535728455},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.37136414647102356},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2777900993824005},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.24862611293792725},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19133874773979187},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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":3,"locations":[{"id":"doi:10.1109/ojcoms.2023.3331102","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/ojcoms.2023.3331102","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10336912.pdf","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:HAL:hal-04621684v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04621684","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, 2023, 5, pp.540-552. &#x27E8;10.1109/OJCOMS.2023.3331102&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:e8610365e2504330ad8ffda45a369cfd","is_oa":true,"landing_page_url":"https://doaj.org/article/e8610365e2504330ad8ffda45a369cfd","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 540-552 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2023.3331102","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/ojcoms.2023.3331102","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10336912.pdf","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":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389252713.pdf","grobid_xml":"https://content.openalex.org/works/W4389252713.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1682943971","https://openalex.org/W2166683861","https://openalex.org/W2605275500","https://openalex.org/W2963536196","https://openalex.org/W2999318310","https://openalex.org/W3038076970","https://openalex.org/W3042250191","https://openalex.org/W3045635192","https://openalex.org/W3082128362","https://openalex.org/W3099076822","https://openalex.org/W3104321500","https://openalex.org/W3119614945","https://openalex.org/W3127940641","https://openalex.org/W3129486236","https://openalex.org/W3159402647","https://openalex.org/W3168169223","https://openalex.org/W3186947394","https://openalex.org/W3189447947","https://openalex.org/W3202927448","https://openalex.org/W4226054651","https://openalex.org/W4313307217","https://openalex.org/W4315629943"],"related_works":["https://openalex.org/W2913823013","https://openalex.org/W4385731880","https://openalex.org/W2972242150","https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W2047225036","https://openalex.org/W4386698331","https://openalex.org/W2138314731","https://openalex.org/W2093207996"],"abstract_inverted_index":{"The":[0,61,90,325],"development":[1],"of":[2,10,16,24,50,71,78,95,107,110,118,142,204,277,304,327,342],"cellular":[3],"networks":[4],"is":[5,41,100,286,310],"driving":[6],"the":[7,14,17,22,25,46,75,86,108,116,119,123,146,151,162,193,201,223,230,236,246,275,278,302,305,314,318,328,340],"rapid":[8],"growth":[9,33],"wireless":[11,65,111],"communications.":[12,112],"With":[13],"advent":[15],"5th":[18],"Generation":[19,27],"(5G)":[20],"towards":[21],"future":[23],"6th":[26],"(6G)":[28],"dedicated":[29],"to":[30,44,129,154,164,174,181,213,245,273,300,312],"achieving":[31],"strong":[32],"in":[34,158,200,242,344],"traffic":[35],"while":[36],"reducing":[37],"energy":[38],"consumption,":[39,69],"there":[40],"a":[42,79,96,101,126,190,251,263,271,289],"need":[43,124,163],"solve":[45,313],"problems":[47],"facing":[48],"leveraging":[49],"these":[51],"networks\u2019":[52],"advantages":[53],"and":[54,58,74,85,336],"support":[55],"both":[56],"operators":[57],"mobile":[59,83,156,184,247],"users.":[60],"main":[62],"challenges":[63,109],"for":[64,104,125,192,221,322,339],"communications":[66],"are":[67,331],"power":[68,127],"Quality":[70],"Service":[72],"(QoS),":[73],"blind":[76,159],"areas":[77,160],"Non-Line-Of-Sight":[80],"(NLOS)":[81],"between":[82],"users":[84,157],"Base":[87],"Station":[88],"(BS).":[89],"Intelligent":[91],"Reflective":[92],"Surface":[93],"(IRS)":[94],"reconfigurable":[97],"meta":[98],"material":[99],"promising":[102],"solution":[103,153],"solving":[105],"some":[106],"Additionally,":[113],"it":[114,132,140,149],"enhances":[115],"QoS":[117],"received":[120],"signals":[121],"without":[122,161],"source":[128],"operate.":[130],"Hence,":[131],"does":[133],"not":[134,209],"constitute":[135],"an":[136,281],"additional":[137],"burden":[138],"as":[139,183,198],"consists":[141],"passive":[143],"elements.":[144],"From":[145],"other":[147],"hand,":[148],"provides":[150],"perfect":[152],"cover":[155],"deploy":[165],"extra":[166],"expensive":[167],"BSs.":[168],"In":[169,229],"this":[170,205],"work,":[171],"we":[172,234,269],"propose":[173,218,270],"equip":[175],"buses":[176,187,211,225],"by":[177],"IRS":[178,215,238],"allowing":[179],"them":[180],"act":[182],"IRS.":[185,228],"These":[186],"will":[188],"become":[189],"relay":[191],"surrounding":[194,306],"moving":[195,307],"vehicles,":[196],"represented":[197],"taxies":[199],"performance":[202,319,326],"Section":[203],"paper.":[206],"Practically":[207],"speaking,":[208],"all":[210],"have":[212],"be":[214],"equipped.":[216],"We":[217],"various":[219],"approaches":[220,330],"selecting":[222],"best":[224],"equipped":[226],"with":[227,262,317],"first":[231],"optimization":[232,315],"approach,":[233],"adapt":[235],"classical":[237],"selections":[239],"methods":[240],"used":[241,311],"static":[243],"context":[244],"case.":[248],"It":[249,309],"uses":[250],"Multi":[252],"Integer":[253],"Linear":[254],"Programming":[255],"(MILP)":[256],"which":[257],"gives":[258],"optimal":[259],"results":[260],"but":[261],"very":[264],"long":[265],"processing":[266],"time.":[267],"Thus,":[268],"neural-network":[272],"learn":[274],"result":[276],"MILP.":[279],"As":[280],"alternative":[282],"solution,":[283],"another":[284],"approach":[285],"proposed":[287,329],"using":[288],"Markov":[290],"decision":[291],"problem":[292,316],"(MDP)":[293],"relying":[294],"on":[295,334],"Long":[296],"Short-Term":[297],"Memory":[298],"(LSTM)":[299],"predict":[301],"positions":[303],"vehicles.":[308],"criteria":[320],"targeted":[321],"each":[323],"session.":[324],"validated":[332],"based":[333],"bus":[335],"taxi":[337],"dataset":[338],"city":[341],"Rome":[343],"Italy.":[345]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
