{"id":"https://openalex.org/W3047477541","doi":"https://doi.org/10.3390/a13090208","title":"When 5G Meets Deep Learning: A Systematic Review","display_name":"When 5G Meets Deep Learning: A Systematic Review","publication_year":2020,"publication_date":"2020-08-25","ids":{"openalex":"https://openalex.org/W3047477541","doi":"https://doi.org/10.3390/a13090208","mag":"3047477541"},"language":"en","primary_location":{"id":"doi:10.3390/a13090208","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13090208","pdf_url":"https://www.mdpi.com/1999-4893/13/9/208/pdf?version=1598332477","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/13/9/208/pdf?version=1598332477","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046320461","display_name":"Guto Leoni Santos","orcid":"https://orcid.org/0000-0002-0257-4214"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guto Leoni Santos","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife 50670-901, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064643268","display_name":"Patr\u00edcia Takako Endo","orcid":"https://orcid.org/0000-0002-9163-5583"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Patricia Takako Endo","raw_affiliation_strings":["Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia da Computa\u00e7\u00e3o, Universidade de Pernambuco, Recife 50100-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia da Computa\u00e7\u00e3o, Universidade de Pernambuco, Recife 50100-010, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014967408","display_name":"Djamel Sadok","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Djamel Sadok","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife 50670-901, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026724035","display_name":"Judith Kelner","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Judith Kelner","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife 50670-901, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064643268"],"corresponding_institution_ids":["https://openalex.org/I71437568"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":4.2632,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94984545,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"13","issue":"9","first_page":"208","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.998199999332428,"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/T12079","display_name":"IoT Networks and Protocols","score":0.998199999332428,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9941999912261963,"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":0.9939000010490417,"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/computer-science","display_name":"Computer science","score":0.7156559228897095},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6645604968070984},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5650414228439331},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5533075332641602},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.536791205406189},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5251787900924683},{"id":"https://openalex.org/keywords/mobile-broadband","display_name":"Mobile broadband","score":0.522354245185852},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4750502109527588},{"id":"https://openalex.org/keywords/technology-roadmap","display_name":"Technology roadmap","score":0.46966660022735596},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.46000343561172485},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4484085738658905},{"id":"https://openalex.org/keywords/technological-evolution","display_name":"Technological evolution","score":0.42857179045677185},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42476311326026917},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4222254455089569},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3724595010280609},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22512534260749817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22151342034339905},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.16541936993598938},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11508738994598389}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7156559228897095},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6645604968070984},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5650414228439331},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5533075332641602},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.536791205406189},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5251787900924683},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.522354245185852},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4750502109527588},{"id":"https://openalex.org/C2780156850","wikidata":"https://www.wikidata.org/wiki/Q2144097","display_name":"Technology roadmap","level":2,"score":0.46966660022735596},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.46000343561172485},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4484085738658905},{"id":"https://openalex.org/C104745612","wikidata":"https://www.wikidata.org/wiki/Q1756507","display_name":"Technological evolution","level":2,"score":0.42857179045677185},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42476311326026917},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4222254455089569},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3724595010280609},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22512534260749817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22151342034339905},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.16541936993598938},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11508738994598389},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a13090208","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13090208","pdf_url":"https://www.mdpi.com/1999-4893/13/9/208/pdf?version=1598332477","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:124ac001ccbf4f1d8265cce8f4b12dc0","is_oa":true,"landing_page_url":"https://doaj.org/article/124ac001ccbf4f1d8265cce8f4b12dc0","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 13, Iss 9, p 208 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/13/9/208/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a13090208","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 13; Issue 9; Pages: 208","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a13090208","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13090208","pdf_url":"https://www.mdpi.com/1999-4893/13/9/208/pdf?version=1598332477","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G7143744491","display_name":null,"funder_award_id":"IBPG-0059-1.03/19","funder_id":"https://openalex.org/F4320323678","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco"}],"funders":[{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3047477541.pdf","grobid_xml":"https://content.openalex.org/works/W3047477541.grobid-xml"},"referenced_works_count":109,"referenced_works":["https://openalex.org/W1689711448","https://openalex.org/W1827223372","https://openalex.org/W1971031702","https://openalex.org/W2032531991","https://openalex.org/W2077488147","https://openalex.org/W2088429496","https://openalex.org/W2116141601","https://openalex.org/W2121106772","https://openalex.org/W2190432600","https://openalex.org/W2423124209","https://openalex.org/W2474421929","https://openalex.org/W2522194099","https://openalex.org/W2571254578","https://openalex.org/W2574431167","https://openalex.org/W2585696598","https://openalex.org/W2593354195","https://openalex.org/W2605111497","https://openalex.org/W2743008510","https://openalex.org/W2745574548","https://openalex.org/W2745868649","https://openalex.org/W2765317060","https://openalex.org/W2779699222","https://openalex.org/W2783365216","https://openalex.org/W2783426790","https://openalex.org/W2784180017","https://openalex.org/W2784205130","https://openalex.org/W2787753888","https://openalex.org/W2790284307","https://openalex.org/W2792764867","https://openalex.org/W2793130454","https://openalex.org/W2794365014","https://openalex.org/W2795340004","https://openalex.org/W2796402180","https://openalex.org/W2798651459","https://openalex.org/W2799716926","https://openalex.org/W2802897269","https://openalex.org/W2807536558","https://openalex.org/W2808266701","https://openalex.org/W2808497572","https://openalex.org/W2809811157","https://openalex.org/W2810482148","https://openalex.org/W2887051675","https://openalex.org/W2887286578","https://openalex.org/W2891531084","https://openalex.org/W2896642475","https://openalex.org/W2899300141","https://openalex.org/W2900339123","https://openalex.org/W2902312933","https://openalex.org/W2902598962","https://openalex.org/W2902605805","https://openalex.org/W2902952649","https://openalex.org/W2905223841","https://openalex.org/W2905243443","https://openalex.org/W2908595264","https://openalex.org/W2910790589","https://openalex.org/W2912240366","https://openalex.org/W2914151657","https://openalex.org/W2916956711","https://openalex.org/W2917605465","https://openalex.org/W2918062483","https://openalex.org/W2918311234","https://openalex.org/W2918342665","https://openalex.org/W2919115771","https://openalex.org/W2922148860","https://openalex.org/W2937508334","https://openalex.org/W2939078766","https://openalex.org/W2942267387","https://openalex.org/W2945412543","https://openalex.org/W2948063298","https://openalex.org/W2949481100","https://openalex.org/W2950926719","https://openalex.org/W2953596346","https://openalex.org/W2954001005","https://openalex.org/W2954048674","https://openalex.org/W2954347143","https://openalex.org/W2957385757","https://openalex.org/W2957767832","https://openalex.org/W2958098580","https://openalex.org/W2962737505","https://openalex.org/W2962883549","https://openalex.org/W2962953297","https://openalex.org/W2962984760","https://openalex.org/W2963104899","https://openalex.org/W2963165838","https://openalex.org/W2963389592","https://openalex.org/W2963809545","https://openalex.org/W2964064295","https://openalex.org/W2964167101","https://openalex.org/W2967101465","https://openalex.org/W2967510192","https://openalex.org/W2967528569","https://openalex.org/W2971177875","https://openalex.org/W2971448198","https://openalex.org/W2972468666","https://openalex.org/W2972747336","https://openalex.org/W2973330276","https://openalex.org/W2974594474","https://openalex.org/W2990645901","https://openalex.org/W2998126944","https://openalex.org/W2999258799","https://openalex.org/W3025113607","https://openalex.org/W3100789280","https://openalex.org/W3102178346","https://openalex.org/W3103428908","https://openalex.org/W3104610145","https://openalex.org/W3106455851","https://openalex.org/W3112681748","https://openalex.org/W4252855139","https://openalex.org/W6748560210"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2040269521","https://openalex.org/W1517386798","https://openalex.org/W207837172","https://openalex.org/W164163567","https://openalex.org/W4387668566"],"abstract_inverted_index":{"This":[0,31],"last":[1,297],"decade,":[2],"the":[3,9,26,37,46,86,89,100,103,124,127,220,254,289,296,300,329],"amount":[4],"of":[5,17,39,52,88,96,106,126,129,145,168,198,219,251],"data":[6,57,162,174,230,245,294],"exchanged":[7],"on":[8],"Internet":[10,42,128],"increased":[11],"by":[12,29],"over":[13,25],"a":[14,70,93,142,273],"staggering":[15],"factor":[16],"100,":[18],"and":[19,48,54,81,111,119,139,153,182,196,206,231,248,258,262,299,341],"is":[20,33,67,74,109,112,279],"expected":[21],"to":[22,36,77,191,227,239,282],"exceed":[23],"well":[24],"500":[27],"exabytes":[28],"2020.":[30],"phenomenon":[32],"mainly":[34],"due":[35],"evolution":[38,64],"high-speed":[40],"broadband":[41],"and,":[43],"more":[44],"specifically,":[45],"popularization":[47],"wide":[49],"spread":[50],"use":[51],"smartphones":[53],"associated":[55],"accessible":[56],"plans.":[58],"Although":[59],"4G":[60],"with":[61,123,150],"its":[62,78,202],"long-term":[63],"(LTE)":[65],"technology":[66,80],"seen":[68,216],"as":[69,84,217,309],"mature":[71],"technology,":[72],"there":[73],"continual":[75],"improvement":[76],"radio":[79],"architecture":[82],"such":[83,308],"in":[85,338],"scope":[87],"LTE":[90],"Advanced":[91],"standard,":[92],"major":[94],"enhancement":[95],"LTE.":[97],"However,":[98],"for":[99,179],"long":[101],"run,":[102],"next":[104],"generation":[105],"telecommunication":[107],"(5G)":[108],"considered":[110],"gaining":[113],"considerable":[114],"momentum":[115],"from":[116,243,288,295],"both":[117],"industry":[118],"researchers.":[120],"In":[121,208],"addition,":[122],"deployment":[125],"Things":[130],"(IoT)":[131],"applications,":[132],"smart":[133],"cities,":[134],"vehicular":[135],"networks,":[136],"e-health":[137],"systems,":[138],"Industry":[140],"4.0,":[141],"new":[143,194],"plethora":[144],"5G":[146,257,285,305,339],"services":[147],"has":[148],"emerged":[149],"very":[151],"diverging":[152],"technologically":[154],"challenging":[155],"design":[156,204],"requirements.":[157],"These":[158],"include":[159],"high":[160,166,173],"mobile":[161],"volume":[163],"per":[164,171],"area,":[165,172],"number":[167],"devices":[169],"connected":[170],"rates,":[175],"longer":[176],"battery":[177],"life":[178],"low-power":[180],"devices,":[181],"reduced":[183],"end-to-end":[184],"latency.":[185],"Several":[186],"technologies":[187,200],"are":[188,237],"being":[189,280],"developed":[190],"meet":[192],"these":[193,199,235],"requirements,":[195],"each":[197],"brings":[201],"own":[203],"issues":[205,344],"challenges.":[207],"this":[209,270],"context,":[210],"deep":[211,335],"learning":[212,336],"models":[213,236,337],"could":[214],"be":[215,225],"one":[218,263],"main":[221,268,330],"tools":[222],"that":[223,264,302,345],"can":[224],"used":[226],"process":[228],"monitoring":[229],"automate":[232],"decisions.":[233],"As":[234,267],"able":[238],"extract":[240],"relevant":[241],"features":[242],"raw":[244],"(images,":[246],"texts,":[247],"other":[249],"types":[250],"unstructured":[252],"data),":[253],"integration":[255],"between":[256],"DL":[259,278],"looks":[260],"promising":[261],"requires":[265],"exploring.":[266],"contribution,":[269],"paper":[271],"presents":[272],"systematic":[274],"review":[275],"about":[276],"how":[277],"applied":[281],"solve":[283],"some":[284],"issues.":[286],"Differently":[287],"current":[290],"literature,":[291],"we":[292],"examine":[293],"decade":[298],"works":[301],"address":[303],"diverse":[304],"specific":[306],"problems,":[307],"physical":[310],"medium":[311],"state":[312],"estimation,":[313],"network":[314,322],"traffic":[315],"prediction,":[316,320],"user":[317],"device":[318],"location":[319],"self":[321],"management,":[323],"among":[324],"others.":[325],"We":[326],"also":[327],"discuss":[328],"research":[331],"challenges":[332],"when":[333],"using":[334],"scenarios":[340],"identify":[342],"several":[343],"deserve":[346],"further":[347],"consideration.":[348]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
