{"id":"https://openalex.org/W4205825164","doi":"https://doi.org/10.1109/mnet.001.2100247","title":"Machine-Learning-Assisted Signal Detection in Ambient Backscatter Communication Networks","display_name":"Machine-Learning-Assisted Signal Detection in Ambient Backscatter Communication Networks","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4205825164","doi":"https://doi.org/10.1109/mnet.001.2100247"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.001.2100247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.2100247","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-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/A5066460889","display_name":"Usman Saleh Toro","orcid":"https://orcid.org/0000-0002-8065-5351"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Usman Saleh Toro","raw_affiliation_strings":["Shenzhen University"],"affiliations":[{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058350329","display_name":"Basem M. ElHalawany","orcid":"https://orcid.org/0000-0002-5900-6541"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN","EG"],"is_corresponding":false,"raw_author_name":"Basem M. ElHalawany","raw_affiliation_strings":["Shenzhen University","Benha University"],"affiliations":[{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Benha University","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039175848","display_name":"Aslan B. Wong","orcid":"https://orcid.org/0000-0003-4075-1485"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aslan B. Wong","raw_affiliation_strings":["Shenzhen University"],"affiliations":[{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364381","display_name":"Lu Wang","orcid":"https://orcid.org/0000-0001-6345-3873"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Wang","raw_affiliation_strings":["Shenzhen University"],"affiliations":[{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001188748","display_name":"Kaishun Wu","orcid":"https://orcid.org/0000-0003-2216-0737"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaishun Wu","raw_affiliation_strings":["Shenzhen University"],"affiliations":[{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066460889"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":2.1251,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.87754721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"35","issue":"6","first_page":"120","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9998999834060669,"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":0.9998999834060669,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9990000128746033,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.708694577217102},{"id":"https://openalex.org/keywords/backscatter","display_name":"Backscatter (email)","score":0.6121434569358826},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5627559423446655},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5287100076675415},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4891350567340851},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4305342733860016},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4249814748764038},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.32761329412460327},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09962490200996399}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.708694577217102},{"id":"https://openalex.org/C30354325","wikidata":"https://www.wikidata.org/wiki/Q204667","display_name":"Backscatter (email)","level":3,"score":0.6121434569358826},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5627559423446655},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5287100076675415},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4891350567340851},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4305342733860016},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4249814748764038},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32761329412460327},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09962490200996399},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.001.2100247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.2100247","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2512920678","https://openalex.org/W2775135700","https://openalex.org/W2787730280","https://openalex.org/W2889184287","https://openalex.org/W2893939120","https://openalex.org/W2950863887","https://openalex.org/W2956303517","https://openalex.org/W2959881716","https://openalex.org/W2969403123","https://openalex.org/W2980204633","https://openalex.org/W2996137238","https://openalex.org/W3006079123","https://openalex.org/W3085005989","https://openalex.org/W3091430564","https://openalex.org/W3096423797","https://openalex.org/W3128524297","https://openalex.org/W6755623647","https://openalex.org/W6760235517","https://openalex.org/W6774504182"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2392013855","https://openalex.org/W2357926602","https://openalex.org/W212874100","https://openalex.org/W2374569605","https://openalex.org/W2386062718","https://openalex.org/W2386129765","https://openalex.org/W2368742525","https://openalex.org/W2364803570","https://openalex.org/W4367296854"],"abstract_inverted_index":{"Ambient":[0],"backscatter":[1],"communication":[2,30,87],"(AmBC)":[3],"has":[4],"emerged":[5],"as":[6],"a":[7,42,107],"promising":[8],"paradigm":[9],"for":[10,65],"enabling":[11],"sustainable":[12],"low-power":[13],"operation":[14,116],"of":[15,17,77,85,110,117,135],"Internet":[16],"Things":[18],"devices.":[19,72],"This":[20],"is":[21,48],"due":[22],"to":[23,26,45,81,95,105,125,140],"its":[24],"ability":[25,76],"enable":[27],"sensing":[28],"and":[29,38,63,131,144],"through":[31],"backscattering":[32],"ambient":[33,58],"wireless":[34,86],"signals":[35,55,59],"(e.g.,":[36],"WiFi":[37],"TV":[39],"sig-nals).":[40],"But":[41],"great":[43],"impediment":[44],"AmBC-enabled":[46],"networks":[47],"the":[49,53,57,75,83,111,115,118,122,133,155],"difficulty":[50],"in":[51,99,128],"decoding":[52],"backscat-ter":[54],"because":[56],"are":[60],"usually":[61],"modulated":[62],"meant":[64],"other":[66],"legacy":[67],"receivers":[68],"rather":[69],"than":[70],"AmBC":[71,119,141],"Drawing":[73],"from":[74],"machine":[78],"learning":[79],"(ML)":[80],"enhance":[82],"performance":[84,134],"systems,":[88],"some":[89,136,146],"ML-aided":[90],"techniques":[91],"have":[92],"been":[93],"developed":[94],"assist":[96],"signal":[97,126,142],"detection":[98,127],"AmBC.":[100],"Hence,":[101],"this":[102],"article":[103],"aims":[104],"provide":[106],"comprehensive":[108],"overview":[109],"subject":[112],"by":[113],"describing":[114],"network,":[120],"highlighting":[121,145],"major":[123],"challenges":[124],"AmBC,":[129],"discussing":[130],"com-paring":[132],"existing":[137],"ML-assisted":[138],"solutions":[139],"detection,":[143],"future":[147],"research":[148],"that":[149],"could":[150],"be":[151],"carried":[152],"out":[153],"on":[154],"subject.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
