{"id":"https://openalex.org/W4225359190","doi":"https://doi.org/10.1109/jiot.2022.3170449","title":"Recent Advances in Artificial Intelligence for Wireless Internet of Things and Cyber\u2013Physical Systems: A Comprehensive Survey","display_name":"Recent Advances in Artificial Intelligence for Wireless Internet of Things and Cyber\u2013Physical Systems: A Comprehensive Survey","publication_year":2022,"publication_date":"2022-04-26","ids":{"openalex":"https://openalex.org/W4225359190","doi":"https://doi.org/10.1109/jiot.2022.3170449"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3170449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3170449","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5024050107","display_name":"Babajide A. Salau","orcid":"https://orcid.org/0000-0002-5292-8498"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Babajide A. Salau","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012175328","display_name":"Atul Rawal","orcid":null},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Atul Rawal","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046343080","display_name":"Danda B. Rawat","orcid":null},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danda B. Rawat","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024050107"],"corresponding_institution_ids":["https://openalex.org/I137853757"],"apc_list":null,"apc_paid":null,"fwci":9.9359,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.98607454,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"9","issue":"15","first_page":"12916","last_page":"12930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987999796867371,"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/T13553","display_name":"Age of Information Optimization","score":0.9980000257492065,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9976000189781189,"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":0.7852936387062073},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5755802989006042},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5359002351760864},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5322950482368469},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.4712268114089966},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3582109808921814},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.243559330701828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7852936387062073},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5755802989006042},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5359002351760864},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5322950482368469},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.4712268114089966},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3582109808921814},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.243559330701828},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3170449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3170449","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1025405421","display_name":null,"funder_award_id":"2036359","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4114661379","display_name":null,"funder_award_id":"W911NF-20-2-0277","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":127,"referenced_works":["https://openalex.org/W1480089972","https://openalex.org/W1516259031","https://openalex.org/W1539811621","https://openalex.org/W1981446214","https://openalex.org/W1991539813","https://openalex.org/W2015725852","https://openalex.org/W2020952396","https://openalex.org/W2030604270","https://openalex.org/W2047681989","https://openalex.org/W2049287639","https://openalex.org/W2077844802","https://openalex.org/W2097381042","https://openalex.org/W2117668875","https://openalex.org/W2126930260","https://openalex.org/W2133040789","https://openalex.org/W2146976683","https://openalex.org/W2148603752","https://openalex.org/W2163592558","https://openalex.org/W2238723005","https://openalex.org/W2247871685","https://openalex.org/W2337942997","https://openalex.org/W2398796932","https://openalex.org/W2418058034","https://openalex.org/W2511063986","https://openalex.org/W2513106833","https://openalex.org/W2520480241","https://openalex.org/W2525221147","https://openalex.org/W2530417694","https://openalex.org/W2535838896","https://openalex.org/W2559655401","https://openalex.org/W2587388283","https://openalex.org/W2588839552","https://openalex.org/W2596636257","https://openalex.org/W2603831296","https://openalex.org/W2607107281","https://openalex.org/W2735793369","https://openalex.org/W2749262460","https://openalex.org/W2754813553","https://openalex.org/W2758890981","https://openalex.org/W2762061038","https://openalex.org/W2764155154","https://openalex.org/W2767828640","https://openalex.org/W2784212229","https://openalex.org/W2807731816","https://openalex.org/W2846676623","https://openalex.org/W2861867928","https://openalex.org/W2886320151","https://openalex.org/W2890445686","https://openalex.org/W2898035736","https://openalex.org/W2902788385","https://openalex.org/W2903523957","https://openalex.org/W2904760378","https://openalex.org/W2907379776","https://openalex.org/W2912213068","https://openalex.org/W2914661919","https://openalex.org/W2919115771","https://openalex.org/W2921437836","https://openalex.org/W2936651215","https://openalex.org/W2951059495","https://openalex.org/W2955338161","https://openalex.org/W2956161642","https://openalex.org/W2962883549","https://openalex.org/W2962885779","https://openalex.org/W2963390885","https://openalex.org/W2964021722","https://openalex.org/W2964248614","https://openalex.org/W2967202213","https://openalex.org/W2971330699","https://openalex.org/W2974216175","https://openalex.org/W2975156709","https://openalex.org/W2976490838","https://openalex.org/W2979518013","https://openalex.org/W2980009123","https://openalex.org/W2981138228","https://openalex.org/W2989802406","https://openalex.org/W2991346635","https://openalex.org/W2992425464","https://openalex.org/W2997150402","https://openalex.org/W2997499180","https://openalex.org/W2999074226","https://openalex.org/W2999146029","https://openalex.org/W3006919779","https://openalex.org/W3010349142","https://openalex.org/W3011238462","https://openalex.org/W3012125688","https://openalex.org/W3012977606","https://openalex.org/W3013103056","https://openalex.org/W3015014633","https://openalex.org/W3015578017","https://openalex.org/W3023935494","https://openalex.org/W3027412509","https://openalex.org/W3036822879","https://openalex.org/W3041133507","https://openalex.org/W3045853372","https://openalex.org/W3045988535","https://openalex.org/W3047253814","https://openalex.org/W3047470131","https://openalex.org/W3048392890","https://openalex.org/W3082299611","https://openalex.org/W3091075746","https://openalex.org/W3094342121","https://openalex.org/W3098133185","https://openalex.org/W3108435000","https://openalex.org/W3108669277","https://openalex.org/W3110962653","https://openalex.org/W3112733201","https://openalex.org/W3124156460","https://openalex.org/W3133211263","https://openalex.org/W3153331037","https://openalex.org/W3153882221","https://openalex.org/W3159649695","https://openalex.org/W3185636585","https://openalex.org/W4212774754","https://openalex.org/W4213458747","https://openalex.org/W4214717370","https://openalex.org/W4225725784","https://openalex.org/W4226293608","https://openalex.org/W4239116056","https://openalex.org/W4297687186","https://openalex.org/W6622473587","https://openalex.org/W6674600207","https://openalex.org/W6679818365","https://openalex.org/W6684956099","https://openalex.org/W6686025448","https://openalex.org/W6728757088","https://openalex.org/W6757292943","https://openalex.org/W6765541894"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Advances":[0],"in":[1,111,127,147,188],"artificial":[2],"intelligence":[3],"(AI)":[4],"and":[5,23,31,40,65,70,75,78,92,118,152,168,186,190,205],"wireless":[6,109,135,148,195,207],"technology":[7],"are":[8,83,213],"driving":[9],"forward":[10],"the":[11,61,128,143,178],"large":[12,46,181],"deployment":[13],"of":[14,25,48,63,145,180],"interconnected":[15],"smart":[16],"technologies":[17,58],"that":[18,171,193],"constitute":[19],"cyber\u2013physical":[20],"systems":[21,117,192],"(CPSs)":[22],"Internet":[24],"Things":[26],"(IoT)":[27],"for":[28,67,134,150,177,183],"many":[29],"commercial":[30],"military":[32],"applications.":[33],"CPS":[34,69,105,151,189],"is":[35],"characterized":[36],"by":[37,72,203],"communication,":[38],"computing,":[39],"control":[41,79],"engineering":[42],"based":[43],"on":[44,98,142,158],"a":[45,140],"volume":[47],"data":[49,103,182],"originating":[50],"from":[51,104],"various":[52],"devices,":[53],"plants,":[54],"sensors,":[55],"etc.":[56],"Wireless":[57],"have":[59,123,172],"enabled":[60],"ease":[62],"networking":[64,149],"communications":[66],"both":[68],"IoT,":[71],"providing":[73],"massive":[74],"critical":[76],"connectivity":[77,110],"mechanisms.":[80],"However,":[81],"they":[82],"prone":[84],"to":[85,100,107,130,210,215],"challenges,":[86],"such":[87,161],"as":[88,162,174],"low":[89],"latency,":[90],"throughput,":[91],"scheduling.":[93],"Recent":[94],"research":[95],"trends":[96],"focus":[97,157],"how":[99],"intelligently":[101],"use":[102],"units":[106],"enhance":[108],"CPS.":[112],"AI":[113,116,146],"tools,":[114],"particularly":[115],"machine":[119],"learning":[120,164],"(ML)":[121],"algorithms,":[122],"been":[124],"widely":[125],"applied":[126],"literature":[129],"develop":[131],"efficient":[132],"schemes":[133],"CPS/IoT.":[136],"This":[137],"article":[138],"presents":[139],"review":[141],"role":[144],"IoT.":[153],"In":[154],"particular,":[155],"we":[156,198],"ML":[159],"paradigms,":[160],"transfer":[163],"(TL),":[165],"distributed":[166],"learning,":[167,170,184],"federated":[169],"evolved":[173],"building":[175],"blocks":[176],"utilization":[179],"adaptation,":[185],"predictions":[187],"IoT":[191],"leverage":[194],"networking.":[196],"Furthermore,":[197],"also":[199],"highlight":[200],"challenges":[201],"faced":[202],"current":[204],"future":[206],"networks":[208],"pertaining":[209],"CPS/IoT,":[211],"which":[212],"yet":[214],"be":[216],"addressed.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
