{"id":"https://openalex.org/W3113799846","doi":"https://doi.org/10.1109/access.2020.3046499","title":"Real-Time Energy Harvesting Aided Scheduling in UAV-Assisted D2D Networks Relying on Deep Reinforcement Learning","display_name":"Real-Time Energy Harvesting Aided Scheduling in UAV-Assisted D2D Networks Relying on Deep Reinforcement Learning","publication_year":2020,"publication_date":"2020-12-22","ids":{"openalex":"https://openalex.org/W3113799846","doi":"https://doi.org/10.1109/access.2020.3046499","mag":"3113799846"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3046499","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3046499","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09303363.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/ielx7/6287639/9312710/09303363.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057045100","display_name":"Khoi Khac Nguyen","orcid":"https://orcid.org/0000-0001-5572-4354"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Khoi Khac Nguyen","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen\u2019s University Belfast, Belfast, U.K","School of Electronics, Electrical Engineering and Computer Science, Queen&#x2019;s University Belfast, Belfast, U.K","ORCiD"],"raw_orcid":"https://orcid.org/0000-0001-5572-4354","affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen\u2019s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen&#x2019;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043775193","display_name":"Ngo Anh Vien","orcid":"https://orcid.org/0000-0001-9646-267X"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ngo Anh Vien","raw_affiliation_strings":["Bosch Center for Artificial Intelligence, Renningen, Germany","ORCiD"],"raw_orcid":"https://orcid.org/0000-0001-9646-267X","affiliations":[{"raw_affiliation_string":"Bosch Center for Artificial Intelligence, Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055510228","display_name":"Long D. Nguyen","orcid":"https://orcid.org/0000-0002-1044-257X"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Long D. Nguyen","raw_affiliation_strings":["Duy Tan University, Da Nang, Vietnam","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-1044-257X","affiliations":[{"raw_affiliation_string":"Duy Tan University, Da Nang, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101779204","display_name":"Minh-Tuan Le","orcid":"https://orcid.org/0000-0001-9408-8469"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minh-Tuan Le","raw_affiliation_strings":["MobiFone Research and Development Center, MobiFone Corporation, Hanoi, Vietnam","ORCiD"],"raw_orcid":"https://orcid.org/0000-0001-9408-8469","affiliations":[{"raw_affiliation_string":"MobiFone Research and Development Center, MobiFone Corporation, Hanoi, Vietnam","institution_ids":[]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091122305","display_name":"Lajos Hanzo","orcid":"https://orcid.org/0000-0002-2636-5214"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lajos Hanzo","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-2636-5214","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049089848","display_name":"Trung Q. Duong","orcid":"https://orcid.org/0000-0002-4703-4836"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Trung Q. Duong","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen\u2019s University Belfast, Belfast, U.K","School of Electronics, Electrical Engineering and Computer Science, Queen&#x2019;s University Belfast, Belfast, U.K","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-4703-4836","affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen\u2019s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen&#x2019;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":56.2848,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.9968735,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"3638","last_page":"3648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991999864578247,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.996999979019165,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8885631561279297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8315539360046387},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6358959674835205},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5407910346984863},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48628413677215576},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4468202292919159},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4375399649143219},{"id":"https://openalex.org/keywords/millisecond","display_name":"Millisecond","score":0.4319615960121155},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4291805326938629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35045135021209717},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24036532640457153},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12842592597007751},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.08379504084587097}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8885631561279297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8315539360046387},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6358959674835205},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5407910346984863},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48628413677215576},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4468202292919159},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4375399649143219},{"id":"https://openalex.org/C60327585","wikidata":"https://www.wikidata.org/wiki/Q723733","display_name":"Millisecond","level":2,"score":0.4319615960121155},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4291805326938629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35045135021209717},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24036532640457153},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12842592597007751},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08379504084587097},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2020.3046499","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3046499","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09303363.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:pure.qub.ac.uk/portal:publications/710393fc-57c6-4c82-b8a8-f317e963695b","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/710393fc-57c6-4c82-b8a8-f317e963695b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nguyen, K K, Vien, N A, Nguyen, L D, Le, M T, Hanzo, L & Duong, T Q 2021, 'Real-Time Energy Harvesting Aided Scheduling in UAV-Assisted D2D Networks Relying on Deep Reinforcement Learning', IEEE Access, vol. 9, pp. 3638-3648. https://doi.org/10.1109/ACCESS.2020.3046499","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:eprints.soton.ac.uk:446480","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:c6999b71c01b4e28983f78532cda12eb","is_oa":true,"landing_page_url":"https://doaj.org/article/c6999b71c01b4e28983f78532cda12eb","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 9, Pp 3638-3648 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3046499","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3046499","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09303363.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":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1032414495","display_name":"Converged Optical and Wireless Access Networks (COALESCE)","funder_award_id":"EP/P003990/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1589395398","display_name":null,"funder_award_id":"RF1415\\14\\22","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1687540607","display_name":null,"funder_award_id":"ID 428328486","funder_id":"https://openalex.org/F4320312420","funder_display_name":"Newton Fund"},{"id":"https://openalex.org/G3157569589","display_name":null,"funder_award_id":"Project EP/P034284/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3583385501","display_name":"Cooperative backhaul aided next-generation digital subscriber loops","funder_award_id":"EP/N004558/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3878536856","display_name":null,"funder_award_id":"RF1415\\14\\22","funder_id":"https://openalex.org/F4320320005","funder_display_name":"Royal Academy of Engineering"},{"id":"https://openalex.org/G4123745958","display_name":null,"funder_award_id":"EP/N004558/1","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G4440806490","display_name":null,"funder_award_id":"RCSRF2021\\11\\41","funder_id":"https://openalex.org/F4320320005","funder_display_name":"Royal Academy of Engineering"},{"id":"https://openalex.org/G555687180","display_name":null,"funder_award_id":"EP/P034284/1","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G5716443472","display_name":null,"funder_award_id":"527612186","funder_id":"https://openalex.org/F4320312420","funder_display_name":"Newton Fund"},{"id":"https://openalex.org/G5991684347","display_name":"New Air Interface Techniques for Future Massive Machine-Type Communications","funder_award_id":"EP/P034284/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6510174766","display_name":null,"funder_award_id":"RCSRF2021\\11\\41","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8333095085","display_name":null,"funder_award_id":"EP/P034284/1","funder_id":"https://openalex.org/F4320320005","funder_display_name":"Royal Academy of Engineering"},{"id":"https://openalex.org/G8604340244","display_name":null,"funder_award_id":"EP/P003990/1 (COALESCE)","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G8608327925","display_name":null,"funder_award_id":"ID 527612186","funder_id":"https://openalex.org/F4320312420","funder_display_name":"Newton Fund"},{"id":"https://openalex.org/G8756177978","display_name":null,"funder_award_id":"RF1415\\14\\22","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G998233810","display_name":null,"funder_award_id":"428328486","funder_id":"https://openalex.org/F4320312420","funder_display_name":"Newton Fund"}],"funders":[{"id":"https://openalex.org/F4320312420","display_name":"Newton Fund","ror":"https://ror.org/009twqt47"},{"id":"https://openalex.org/F4320312933","display_name":"Department for Business, Energy and Industrial Strategy, UK Government","ror":"https://ror.org/019ya6433"},{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3113799846.pdf","grobid_xml":"https://content.openalex.org/works/W3113799846.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1191599655","https://openalex.org/W1522301498","https://openalex.org/W1757796397","https://openalex.org/W1985011424","https://openalex.org/W2031834036","https://openalex.org/W2094000142","https://openalex.org/W2098432798","https://openalex.org/W2130801532","https://openalex.org/W2155027007","https://openalex.org/W2334782222","https://openalex.org/W2402144811","https://openalex.org/W2624041149","https://openalex.org/W2736601468","https://openalex.org/W2740005962","https://openalex.org/W2761614015","https://openalex.org/W2765931706","https://openalex.org/W2784111728","https://openalex.org/W2885421746","https://openalex.org/W2891904594","https://openalex.org/W2904831539","https://openalex.org/W2904971736","https://openalex.org/W2907417129","https://openalex.org/W2922273628","https://openalex.org/W2945373946","https://openalex.org/W2946036504","https://openalex.org/W2953384591","https://openalex.org/W2963000651","https://openalex.org/W2963035841","https://openalex.org/W2963060851","https://openalex.org/W2963061782","https://openalex.org/W2963186244","https://openalex.org/W2963864421","https://openalex.org/W2964042997","https://openalex.org/W2964043796","https://openalex.org/W2964121744","https://openalex.org/W2973812714","https://openalex.org/W2984045653","https://openalex.org/W3010006578","https://openalex.org/W3124943657","https://openalex.org/W4297825594","https://openalex.org/W4298857966","https://openalex.org/W6627932998","https://openalex.org/W6631190155","https://openalex.org/W6637967152","https://openalex.org/W6679257226","https://openalex.org/W6683204974","https://openalex.org/W6684921986","https://openalex.org/W6692846177","https://openalex.org/W6696497002","https://openalex.org/W6713134421","https://openalex.org/W6741002519"],"related_works":["https://openalex.org/W2368158069","https://openalex.org/W2129058931","https://openalex.org/W2074671889","https://openalex.org/W4306904969","https://openalex.org/W2489894763","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2136511370"],"abstract_inverted_index":{"Unmanned":[0],"aerial":[1],"vehicle":[2],"(UAV)-assisted":[3],"device-to-device":[4],"(D2D)":[5],"communications":[6],"can":[7,31,145],"be":[8,32,146],"deployed":[9],"flexibly":[10],"thanks":[11],"to":[12,54,75],"UAVs'":[13],"agility.":[14],"By":[15],"exploiting":[16],"the":[17,25,39,77,81,91,99,106,116,133,137],"direct":[18],"D2D":[19,43,87,107],"interaction":[20],"supported":[21],"by":[22,153],"UAVs,":[23],"both":[24],"user":[26],"experience":[27],"and":[28,47,115],"network":[29],"performance":[30],"substantially":[33],"enhanced":[34],"at":[35],"public":[36],"events.":[37],"However,":[38],"continuous":[40],"moving":[41],"of":[42,50,169],"users,":[44],"limited":[45],"energy":[46,142],"flying":[48],"time":[49,83,123],"UAVs":[51],"are":[52,167],"impediments":[53],"their":[55],"applications":[56],"in":[57,73,85,148,175],"real-time.":[58],"To":[59,89],"tackle":[60],"this":[61],"issue,":[62],"we":[63,96],"propose":[64],"a":[65,103],"novel":[66],"model":[67,93,114],"based":[68],"on":[69],"deep":[70,163],"reinforcement":[71,164],"learning":[72,165],"order":[74],"find":[76],"optimal":[78],"solution":[79],"for":[80],"energy-harvesting":[82],"scheduling":[84],"UAV-assisted":[86,176],"communications.":[88],"make":[90],"system":[92],"more":[94],"realistic,":[95],"assume":[97],"that":[98,132],"UAV":[100],"flies":[101],"around":[102],"central":[104],"point,":[105],"users":[108],"move":[109],"continuously":[110],"with":[111],"random":[112],"walk":[113],"channel":[117],"state":[118],"information":[119],"encountered":[120],"during":[121],"each":[122],"slot":[124],"is":[125],"randomly":[126],"time-variant.":[127],"Our":[128],"numerical":[129],"results":[130],"demonstrate":[131],"proposed":[134],"schemes":[135],"outperform":[136],"existing":[138],"solutions.":[139],"The":[140],"associated":[141],"efficiency":[143],"game":[144],"solved":[147],"less":[149],"than":[150],"one":[151],"millisecond":[152],"an":[154],"off-the-shelf":[155],"processor":[156],"using":[157],"trained":[158],"neural":[159],"networks.":[160,178],"Hence":[161],"our":[162],"techniques":[166],"capable":[168],"solving":[170],"real-time":[171],"resource":[172],"allocation":[173],"problems":[174],"wireless":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":8}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
