{"id":"https://openalex.org/W4321606962","doi":"https://doi.org/10.1109/comsnets56262.2023.10041302","title":"Downlink SNR Estimation of Wi-Fi Clients using Machine Learning","display_name":"Downlink SNR Estimation of Wi-Fi Clients using Machine Learning","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4321606962","doi":"https://doi.org/10.1109/comsnets56262.2023.10041302"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets56262.2023.10041302","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/comsnets56262.2023.10041302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS)","raw_type":"proceedings-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/A5037352663","display_name":"Siddharth Dhama","orcid":null},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Siddharth Dhama","raw_affiliation_strings":["IIT Mandi,Mandi,India","IIT Mandi, Mandi, India"],"affiliations":[{"raw_affiliation_string":"IIT Mandi,Mandi,India","institution_ids":["https://openalex.org/I9579091"]},{"raw_affiliation_string":"IIT Mandi, Mandi, India","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665064","display_name":"Nadeem Akhtar","orcid":"https://orcid.org/0000-0002-2169-5185"},"institutions":[{"id":"https://openalex.org/I4210095456","display_name":"Tejas Networks (India)","ror":"https://ror.org/00wrset74","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210095456"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nadeem Akhtar","raw_affiliation_strings":["Arista Networks,Bengaluru,India","Arista Networks, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Arista Networks,Bengaluru,India","institution_ids":["https://openalex.org/I4210095456"]},{"raw_affiliation_string":"Arista Networks, Bengaluru, India","institution_ids":["https://openalex.org/I4210095456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000236458","display_name":"Preyas Hathi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095456","display_name":"Tejas Networks (India)","ror":"https://ror.org/00wrset74","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210095456"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preyas Hathi","raw_affiliation_strings":["Arista Networks,Bengaluru,India","Arista Networks, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Arista Networks,Bengaluru,India","institution_ids":["https://openalex.org/I4210095456"]},{"raw_affiliation_string":"Arista Networks, Bengaluru, India","institution_ids":["https://openalex.org/I4210095456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055723059","display_name":"Samar Agnihotri","orcid":"https://orcid.org/0000-0003-3038-2479"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Samar Agnihotri","raw_affiliation_strings":["IIT Mandi,Mandi,India","IIT Mandi, Mandi, India"],"affiliations":[{"raw_affiliation_string":"IIT Mandi,Mandi,India","institution_ids":["https://openalex.org/I9579091"]},{"raw_affiliation_string":"IIT Mandi, Mandi, India","institution_ids":["https://openalex.org/I9579091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037352663"],"corresponding_institution_ids":["https://openalex.org/I9579091"],"apc_list":null,"apc_paid":null,"fwci":0.2009,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44727332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"7473","issue":null,"first_page":"410","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9975000023841858,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9975000023841858,"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":0.9940000176429749,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9817000031471252,"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/telecommunications-link","display_name":"Telecommunications link","score":0.8930935859680176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7786843776702881},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6715864539146423},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5953450798988342},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.5204225182533264},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5144994258880615},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5084837675094604},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5018913745880127},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49340859055519104},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40295296907424927},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23219501972198486}],"concepts":[{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.8930935859680176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786843776702881},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6715864539146423},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5953450798988342},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.5204225182533264},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5144994258880615},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5084837675094604},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5018913745880127},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49340859055519104},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40295296907424927},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23219501972198486},{"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/comsnets56262.2023.10041302","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/comsnets56262.2023.10041302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2124162693","https://openalex.org/W2152262272","https://openalex.org/W2607281691","https://openalex.org/W2809684781","https://openalex.org/W3131021570","https://openalex.org/W4243825874","https://openalex.org/W6600060069"],"related_works":["https://openalex.org/W2548963335","https://openalex.org/W2159941915","https://openalex.org/W2962882802","https://openalex.org/W1995129237","https://openalex.org/W1761601995","https://openalex.org/W4300468626","https://openalex.org/W2904599916","https://openalex.org/W2097713053","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"Wi-Fi,":[0],"based":[1,70],"on":[2,43,71],"the":[3,7,48,61,72,89],"IEE802.11":[4],"standard,":[5],"is":[6],"most":[8],"popular":[9],"commercial":[10],"wireless":[11],"technology":[12],"today.":[13],"IEEE":[14],"802.11":[15],"specification":[16],"includes":[17],"mechanisms":[18,45],"for":[19,88],"channel":[20,50],"feedback":[21],"from":[22],"clients,":[23],"but":[24],"these":[25],"are":[26],"rarely":[27],"implemented":[28],"due":[29],"to":[30,41,46,59,83],"implementation":[31],"complexity":[32],"and":[33,91],"signaling":[34],"overhead.":[35],"Therefore,":[36],"Wi-Fi":[37,68],"Access":[38],"Points":[39],"have":[40],"rely":[42],"indirect":[44],"estimate":[47,60],"downlink":[49,62],"quality.":[51],"In":[52],"this":[53],"work,":[54],"we":[55],"describe":[56],"a":[57,67,80,85,98],"method":[58],"Signal-to-Noise":[63],"Ratio":[64],"(SNR)":[65],"of":[66,74],"client,":[69],"measurement":[73],"uplink":[75],"transmission":[76],"metrics.":[77],"We":[78],"apply":[79],"ML-based":[81],"approach":[82],"develop":[84],"predictive":[86],"model":[87],"same":[90],"validate":[92],"it":[93],"using":[94],"actual":[95],"measurements":[96],"in":[97],"campus":[99],"network.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}