{"id":"https://openalex.org/W3012334218","doi":"https://doi.org/10.1109/gcwkshps45667.2019.9024401","title":"Towards Intelligent IoT Networks: Reinforcement Learning for Reliable Backscatter Communications","display_name":"Towards Intelligent IoT Networks: Reinforcement Learning for Reliable Backscatter Communications","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3012334218","doi":"https://doi.org/10.1109/gcwkshps45667.2019.9024401","mag":"3012334218"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps45667.2019.9024401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps45667.2019.9024401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.gla.ac.uk/289654/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020503339","display_name":"Furqan Jameel","orcid":"https://orcid.org/0000-0003-0910-8803"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Furqan Jameel","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, P. O. Box 35, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, P. O. Box 35, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101966424","display_name":"Wali Ullah Khan","orcid":"https://orcid.org/0000-0003-1485-5141"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wali Ullah Khan","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027720641","display_name":"Syed Tariq Shah","orcid":"https://orcid.org/0000-0003-4722-1786"},"institutions":[{"id":"https://openalex.org/I20561161","display_name":"University of Balochistan","ror":"https://ror.org/04bf33n91","country_code":"PK","type":"education","lineage":["https://openalex.org/I20561161"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Tariq Shah","raw_affiliation_strings":["Department of Telecommunication Engineering, Balochistan University of Information Technology, Quetta, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering, Balochistan University of Information Technology, Quetta, Pakistan","institution_ids":["https://openalex.org/I20561161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086891852","display_name":"Tapani Ristaniemi","orcid":"https://orcid.org/0000-0002-8461-3968"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tapani Ristaniemi","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, P. O. Box 35, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, P. O. Box 35, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020503339"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":3.3741,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93011405,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11133","display_name":"UAV Applications and Optimization","score":0.9901000261306763,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9897000193595886,"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/backscatter","display_name":"Backscatter (email)","score":0.8526089191436768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7044945955276489},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6731364727020264},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5431479811668396},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.45526862144470215},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37547051906585693},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3600088059902191},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3007185161113739},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.28420644998550415},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24281057715415955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2304345667362213},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14275825023651123},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12434616684913635}],"concepts":[{"id":"https://openalex.org/C30354325","wikidata":"https://www.wikidata.org/wiki/Q204667","display_name":"Backscatter (email)","level":3,"score":0.8526089191436768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7044945955276489},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6731364727020264},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5431479811668396},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.45526862144470215},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37547051906585693},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3600088059902191},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3007185161113739},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.28420644998550415},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24281057715415955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2304345667362213},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14275825023651123},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12434616684913635},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/gcwkshps45667.2019.9024401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps45667.2019.9024401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:289654","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/289654/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:289654","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/289654/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W643058322","https://openalex.org/W1964974987","https://openalex.org/W1966000877","https://openalex.org/W1973792174","https://openalex.org/W2006578550","https://openalex.org/W2039910645","https://openalex.org/W2120345201","https://openalex.org/W2558912802","https://openalex.org/W2621181593","https://openalex.org/W2756144809","https://openalex.org/W2761444498","https://openalex.org/W2801805628","https://openalex.org/W2831062221","https://openalex.org/W2898035736","https://openalex.org/W2914242191","https://openalex.org/W2915221571","https://openalex.org/W2916432388","https://openalex.org/W2950765194","https://openalex.org/W2962797279","https://openalex.org/W2963441626","https://openalex.org/W2964282065","https://openalex.org/W2982628788","https://openalex.org/W4242781462","https://openalex.org/W4247702180","https://openalex.org/W4252631361","https://openalex.org/W6841195521"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4306904969","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W2138720691","https://openalex.org/W4362501864"],"abstract_inverted_index":{"Backscatter":[0],"communication":[1,79],"is":[2,23,47,81,88,120],"becoming":[3],"the":[4,16,20,69,100,103,108,113,124,131,139],"focal":[5],"point":[6],"of":[7,12,19,37,71,107,141],"research":[8],"for":[9,67,83,98],"low-powered":[10],"Internet":[11],"things":[13],"(IoT).":[14],"However,":[15],"intelligence":[17],"aspect":[18],"backscattering":[21],"devices":[22,40,143],"not":[24],"well-defined.":[25],"Since":[26],"future":[27],"IoT":[28],"networks":[29],"are":[30,110],"going":[31],"to":[32,49,63,135],"be":[33],"a":[34,43,76,91],"formidable":[35],"platform":[36],"intelligent":[38],"sensing":[39],"operating":[41],"in":[42,53,102],"self-organizing":[44],"manner,":[45],"it":[46],"necessary":[48],"incorporate":[50],"learning":[51,66],"capabilities":[52],"backscatter":[54,72,78,142],"devices.":[55],"Motivated":[56],"by":[57,90],"this":[58,60],"objective,":[59],"paper":[61],"aims":[62],"employ":[64],"reinforcement":[65],"improving":[68],"performance":[70],"networks.":[73],"In":[74],"particular,":[75],"multicluster":[77],"model":[80],"developed":[82],"shortrange":[84],"information":[85],"sharing.":[86],"This":[87],"followed":[89],"power":[92,116,126],"allocation":[93,117,127],"algorithm":[94,109,133],"using":[95],"Q-learning":[96],"technique":[97],"minimizing":[99],"interference":[101],"network.":[104],"The":[105],"results":[106],"compared":[111],"with":[112],"conventional":[114],"equal":[115,125],"technique.":[118],"It":[119],"shown":[121],"that":[122],"while":[123],"approaches":[128],"capacity":[129],"ceiling,":[130],"proposed":[132],"continues":[134],"perform":[136],"better":[137],"as":[138],"number":[140],"increase.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
