{"id":"https://openalex.org/W4293208799","doi":"https://doi.org/10.1561/2000000114","title":"Wireless for Machine Learning: A Survey","display_name":"Wireless for Machine Learning: A Survey","publication_year":2022,"publication_date":"2022-06-09","ids":{"openalex":"https://openalex.org/W4293208799","doi":"https://doi.org/10.1561/2000000114"},"language":"en","primary_location":{"id":"doi:10.1561/2000000114","is_oa":true,"landing_page_url":"https://doi.org/10.1561/2000000114","pdf_url":"https://www.nowpublishers.com/article/Download/SIG-114","source":{"id":"https://openalex.org/S123473935","display_name":"Foundations and Trends\u00ae in Signal Processing","issn_l":"1932-8346","issn":["1932-8346","1932-8354"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318575","host_organization_name":"Now Publishers","host_organization_lineage":["https://openalex.org/P4310318575"],"host_organization_lineage_names":["Now Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Foundations and Trends\u00ae in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.nowpublishers.com/article/Download/SIG-114","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086707024","display_name":"Henrik Hellstr\u00f6m","orcid":"https://orcid.org/0000-0002-5761-2580"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Henrik Hellstr\u00f6m","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","KTH Royal Institute of Technology, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027243235","display_name":"Jos\u00e9 Mairton B. da Silva","orcid":"https://orcid.org/0000-0002-4503-4242"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jos\u00e8 Mairton B. da Silva Jr.","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","KTH Royal Institute of Technology, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010987707","display_name":"Mohammad Mohammadi Amiri","orcid":"https://orcid.org/0000-0002-7343-6628"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Mohammadi Amiri","raw_affiliation_strings":["MIT Media Laboratory, Massachusetts Institute of Technology ,","Massachusetts Institute of Technology, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Media Laboratory, Massachusetts Institute of Technology ,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072241033","display_name":"Mingzhe Chen","orcid":"https://orcid.org/0000-0003-2570-703X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingzhe Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Princeton University ,","Princeton University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Princeton University ,","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075982238","display_name":"Vikt\u00f3ria Fodor","orcid":"https://orcid.org/0000-0002-2764-8099"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Viktoria Fodor","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","KTH Royal Institute of Technology, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Princeton University ,","Princeton University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Princeton University ,","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077148700","display_name":"Carlo Fischione","orcid":"https://orcid.org/0000-0001-9810-3478"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Carlo Fischione","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","KTH Royal Institute of Technology, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology ,","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2146,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.75739791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"15","issue":"4","first_page":"290","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11932","display_name":"Wireless Body Area Networks","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9165999889373779,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9035000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.532092273235321},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5263494253158569},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.305359423160553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.532092273235321},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5263494253158569},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.305359423160553}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1561/2000000114","is_oa":true,"landing_page_url":"https://doi.org/10.1561/2000000114","pdf_url":"https://www.nowpublishers.com/article/Download/SIG-114","source":{"id":"https://openalex.org/S123473935","display_name":"Foundations and Trends\u00ae in Signal Processing","issn_l":"1932-8346","issn":["1932-8346","1932-8354"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318575","host_organization_name":"Now Publishers","host_organization_lineage":["https://openalex.org/P4310318575"],"host_organization_lineage_names":["Now Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Foundations and Trends\u00ae in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:kth-313006","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-313006","pdf_url":null,"source":{"id":"https://openalex.org/S4306401560","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1561/2000000114","is_oa":true,"landing_page_url":"https://doi.org/10.1561/2000000114","pdf_url":"https://www.nowpublishers.com/article/Download/SIG-114","source":{"id":"https://openalex.org/S123473935","display_name":"Foundations and Trends\u00ae in Signal Processing","issn_l":"1932-8346","issn":["1932-8346","1932-8354"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318575","host_organization_name":"Now Publishers","host_organization_lineage":["https://openalex.org/P4310318575"],"host_organization_lineage_names":["Now Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Foundations and Trends\u00ae in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293208799.pdf","grobid_xml":"https://content.openalex.org/works/W4293208799.grobid-xml"},"referenced_works_count":303,"referenced_works":["https://openalex.org/W1561759234","https://openalex.org/W1686810756","https://openalex.org/W1821462560","https://openalex.org/W1890832268","https://openalex.org/W1927459353","https://openalex.org/W2020915989","https://openalex.org/W2025603103","https://openalex.org/W2027563534","https://openalex.org/W2044200706","https://openalex.org/W2051267297","https://openalex.org/W2066332749","https://openalex.org/W2106248279","https://openalex.org/W2112796928","https://openalex.org/W2113674977","https://openalex.org/W2128011496","https://openalex.org/W2136493079","https://openalex.org/W2140227342","https://openalex.org/W2143021454","https://openalex.org/W2164278908","https://openalex.org/W2166706236","https://openalex.org/W2171033594","https://openalex.org/W2194775991","https://openalex.org/W2199097987","https://openalex.org/W2286275639","https://openalex.org/W2342656438","https://openalex.org/W2407022425","https://openalex.org/W2436219157","https://openalex.org/W2490420619","https://openalex.org/W2530417694","https://openalex.org/W2541884796","https://openalex.org/W2560321925","https://openalex.org/W2604763608","https://openalex.org/W2605961225","https://openalex.org/W2624925518","https://openalex.org/W2683486275","https://openalex.org/W2734663976","https://openalex.org/W2752689052","https://openalex.org/W2760049195","https://openalex.org/W2764043458","https://openalex.org/W2765407302","https://openalex.org/W2766839578","https://openalex.org/W2774000609","https://openalex.org/W2782068308","https://openalex.org/W2786602455","https://openalex.org/W2788193959","https://openalex.org/W2794786826","https://openalex.org/W2798720628","https://openalex.org/W2807006176","https://openalex.org/W2807731816","https://openalex.org/W2809750278","https://openalex.org/W2810065831","https://openalex.org/W2883059862","https://openalex.org/W2886444620","https://openalex.org/W2891935798","https://openalex.org/W2898291644","https://openalex.org/W2900120080","https://openalex.org/W2900443678","https://openalex.org/W2903158431","https://openalex.org/W2903354892","https://openalex.org/W2903356604","https://openalex.org/W2903471046","https://openalex.org/W2903530992","https://openalex.org/W2903793354","https://openalex.org/W2905444686","https://openalex.org/W2907379776","https://openalex.org/W2907943746","https://openalex.org/W2909327232","https://openalex.org/W2913183153","https://openalex.org/W2913896553","https://openalex.org/W2920095265","https://openalex.org/W2935176285","https://openalex.org/W2936643080","https://openalex.org/W2941665138","https://openalex.org/W2944099577","https://openalex.org/W2945433136","https://openalex.org/W2945850679","https://openalex.org/W2946193510","https://openalex.org/W2946815927","https://openalex.org/W2946930197","https://openalex.org/W2950847865","https://openalex.org/W2950865323","https://openalex.org/W2951208550","https://openalex.org/W2952230511","https://openalex.org/W2953970417","https://openalex.org/W2956239224","https://openalex.org/W2956308693","https://openalex.org/W2959989160","https://openalex.org/W2962771678","https://openalex.org/W2962814013","https://openalex.org/W2962843773","https://openalex.org/W2963238274","https://openalex.org/W2963250023","https://openalex.org/W2963364810","https://openalex.org/W2963433607","https://openalex.org/W2963456518","https://openalex.org/W2963647784","https://openalex.org/W2963992805","https://openalex.org/W2964005248","https://openalex.org/W2964018828","https://openalex.org/W2968166840","https://openalex.org/W2969071643","https://openalex.org/W2969077220","https://openalex.org/W2969343398","https://openalex.org/W2970090765","https://openalex.org/W2971034338","https://openalex.org/W2971327324","https://openalex.org/W2971330699","https://openalex.org/W2971544482","https://openalex.org/W2972143056","https://openalex.org/W2974393504","https://openalex.org/W2975043678","https://openalex.org/W2975296300","https://openalex.org/W2975802305","https://openalex.org/W2975985894","https://openalex.org/W2978620485","https://openalex.org/W2979359324","https://openalex.org/W2981096252","https://openalex.org/W2981138228","https://openalex.org/W2982655620","https://openalex.org/W2983255219","https://openalex.org/W2983389693","https://openalex.org/W2984184565","https://openalex.org/W2987849745","https://openalex.org/W2988098127","https://openalex.org/W2988451509","https://openalex.org/W2989233511","https://openalex.org/W2991308345","https://openalex.org/W2993122012","https://openalex.org/W2994684563","https://openalex.org/W2998483853","https://openalex.org/W2999381854","https://openalex.org/W2999561085","https://openalex.org/W3001607177","https://openalex.org/W3003586770","https://openalex.org/W3003771358","https://openalex.org/W3003959415","https://openalex.org/W3004277316","https://openalex.org/W3004384679","https://openalex.org/W3005356214","https://openalex.org/W3005928794","https://openalex.org/W3006843277","https://openalex.org/W3006861283","https://openalex.org/W3006919779","https://openalex.org/W3007279920","https://openalex.org/W3009554119","https://openalex.org/W3011252985","https://openalex.org/W3011766871","https://openalex.org/W3014349652","https://openalex.org/W3015480618","https://openalex.org/W3015574552","https://openalex.org/W3015609649","https://openalex.org/W3016632787","https://openalex.org/W3021221399","https://openalex.org/W3021295964","https://openalex.org/W3023574229","https://openalex.org/W3023944502","https://openalex.org/W3026975978","https://openalex.org/W3027958081","https://openalex.org/W3028318515","https://openalex.org/W3033664100","https://openalex.org/W3033843856","https://openalex.org/W3034925293","https://openalex.org/W3035990479","https://openalex.org/W3036275239","https://openalex.org/W3036561416","https://openalex.org/W3036723732","https://openalex.org/W3036772957","https://openalex.org/W3038022836","https://openalex.org/W3038145895","https://openalex.org/W3041971333","https://openalex.org/W3043758338","https://openalex.org/W3045027907","https://openalex.org/W3045657448","https://openalex.org/W3046056026","https://openalex.org/W3046522680","https://openalex.org/W3047079385","https://openalex.org/W3047222888","https://openalex.org/W3047532379","https://openalex.org/W3059999910","https://openalex.org/W3080622189","https://openalex.org/W3081130510","https://openalex.org/W3088171318","https://openalex.org/W3090615085","https://openalex.org/W3091855484","https://openalex.org/W3093755649","https://openalex.org/W3098133185","https://openalex.org/W3099980742","https://openalex.org/W3100229743","https://openalex.org/W3101176927","https://openalex.org/W3103139084","https://openalex.org/W3103551191","https://openalex.org/W3103802018","https://openalex.org/W3105122387","https://openalex.org/W3108590825","https://openalex.org/W3109196483","https://openalex.org/W3109847748","https://openalex.org/W3109884195","https://openalex.org/W3110962653","https://openalex.org/W3111182214","https://openalex.org/W3111192549","https://openalex.org/W3111673929","https://openalex.org/W3118608800","https://openalex.org/W3119114791","https://openalex.org/W3120451031","https://openalex.org/W3122115236","https://openalex.org/W3123581454","https://openalex.org/W3126228234","https://openalex.org/W3128229778","https://openalex.org/W3129355584","https://openalex.org/W3131161100","https://openalex.org/W3131502570","https://openalex.org/W3131624537","https://openalex.org/W3133937356","https://openalex.org/W3134838779","https://openalex.org/W3135231128","https://openalex.org/W3137135908","https://openalex.org/W3137762252","https://openalex.org/W3138364951","https://openalex.org/W3139262588","https://openalex.org/W3148526481","https://openalex.org/W3157762379","https://openalex.org/W3160246415","https://openalex.org/W3160702454","https://openalex.org/W3162819349","https://openalex.org/W3163739719","https://openalex.org/W3167689670","https://openalex.org/W3168927826","https://openalex.org/W3171253907","https://openalex.org/W3181552337","https://openalex.org/W3182125009","https://openalex.org/W3183240209","https://openalex.org/W3188020956","https://openalex.org/W3188102017","https://openalex.org/W3191708896","https://openalex.org/W3194020564","https://openalex.org/W3196101383","https://openalex.org/W3197655239","https://openalex.org/W3198422819","https://openalex.org/W3198847781","https://openalex.org/W3201314735","https://openalex.org/W3201665951","https://openalex.org/W3203083747","https://openalex.org/W3210413319","https://openalex.org/W3213113231","https://openalex.org/W3213161637","https://openalex.org/W3213859307","https://openalex.org/W3214083506","https://openalex.org/W3214220005","https://openalex.org/W3215677174","https://openalex.org/W4206732539","https://openalex.org/W4210333940","https://openalex.org/W4210893553","https://openalex.org/W4226173202","https://openalex.org/W4226232003","https://openalex.org/W4286411816","https://openalex.org/W4287284913","https://openalex.org/W4287392229","https://openalex.org/W4287600065","https://openalex.org/W4287755088","https://openalex.org/W4287865629","https://openalex.org/W4289107582","https://openalex.org/W4291920480","https://openalex.org/W4292363360","https://openalex.org/W4293584470","https://openalex.org/W4294106961","https://openalex.org/W4297685247","https://openalex.org/W4306360589","https://openalex.org/W4309433210","https://openalex.org/W4310031654","https://openalex.org/W4318619660","https://openalex.org/W4377235537","https://openalex.org/W6633499030","https://openalex.org/W6638523607","https://openalex.org/W6683738474","https://openalex.org/W6684249991","https://openalex.org/W6687483927","https://openalex.org/W6687709896","https://openalex.org/W6695863953","https://openalex.org/W6723278492","https://openalex.org/W6731375540","https://openalex.org/W6745136726","https://openalex.org/W6751976365","https://openalex.org/W6752029299","https://openalex.org/W6752600739","https://openalex.org/W6754708698","https://openalex.org/W6755988804","https://openalex.org/W6756615331","https://openalex.org/W6756794323","https://openalex.org/W6759166333","https://openalex.org/W6759238902","https://openalex.org/W6761785016","https://openalex.org/W6762879059","https://openalex.org/W6766615215","https://openalex.org/W6767978857","https://openalex.org/W6768035077","https://openalex.org/W6775111471","https://openalex.org/W6777501748","https://openalex.org/W6778663327","https://openalex.org/W6780584090","https://openalex.org/W6784251006","https://openalex.org/W6794795299","https://openalex.org/W6796459717","https://openalex.org/W6798595203"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"As":[0],"data":[1],"generation":[2],"increasingly":[3],"takes":[4],"place":[5],"on":[6],"devices":[7],"without":[8],"a":[9,53],"wired":[10],"connection,":[11],"Machine":[12],"Learning":[13],"(ML)":[14],"related":[15],"traffic":[16],"will":[17],"be":[18],"ubiquitous":[19],"in":[20],"wireless":[21,29,45,59],"networks.":[22],"Many":[23],"studies":[24],"have":[25],"shown":[26],"that":[27,61],"traditional":[28],"protocols":[30],"are":[31,62,74],"highly":[32],"inefficient":[33],"or":[34],"unsustainable":[35],"to":[36,65,97],"support":[37,66],"ML,":[38],"which":[39],"creates":[40],"the":[41,57,79,101],"need":[42],"for":[43,90],"new":[44],"communication":[46],"methods.":[47],"In":[48],"this":[49],"monograph,":[50],"we":[51],"give":[52],"comprehensive":[54],"review":[55],"of":[56],"state-of-the-art":[58],"methods":[60],"specifically":[63],"designed":[64],"ML":[67],"services":[68],"over":[69],"distributed":[70],"datasets.":[71],"Currently,":[72],"there":[73],"two":[75],"clear":[76],"themes":[77],"within":[78],"literature,":[80],"analog":[81],"over-the-air":[82],"computation":[83],"and":[84,108],"digital":[85],"radio":[86],"resource":[87],"management":[88],"optimized":[89],"ML.":[91],"This":[92],"survey":[93],"gives":[94],"an":[95],"introduction":[96],"these":[98],"methods,":[99],"reviews":[100],"most":[102],"important":[103],"works,":[104],"highlights":[105],"open":[106],"problems,":[107],"discusses":[109],"application":[110],"scenarios.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}