{"id":"https://openalex.org/W2627011541","doi":"https://doi.org/10.1109/comsnets.2017.7945383","title":"Predictive analytics for non-stationary V2I channel","display_name":"Predictive analytics for non-stationary V2I channel","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2627011541","doi":"https://doi.org/10.1109/comsnets.2017.7945383","mag":"2627011541"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets.2017.7945383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets.2017.7945383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Conference on Communication Systems and 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/A5102725546","display_name":"Mohanad Al-Ibadi","orcid":"https://orcid.org/0000-0001-9721-4192"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohanad Al-Ibadi","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078145156","display_name":"Aveek Dutta","orcid":"https://orcid.org/0000-0002-0579-7843"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aveek Dutta","raw_affiliation_strings":["Department of Computer Engineering, SUNY, Albany, NY"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, SUNY, Albany, NY","institution_ids":["https://openalex.org/I392282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102725546"],"corresponding_institution_ids":["https://openalex.org/I146416000"],"apc_list":null,"apc_paid":null,"fwci":0.5734,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68964135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"243","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9995999932289124,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9995999932289124,"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":0.9994999766349792,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9984999895095825,"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/channel","display_name":"Channel (broadcasting)","score":0.7340347766876221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6853245496749878},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5853273272514343},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5414485931396484},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5071241855621338},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4712394177913666},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43044495582580566},{"id":"https://openalex.org/keywords/dedicated-short-range-communications","display_name":"Dedicated short-range communications","score":0.41679060459136963},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35425764322280884},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32614797353744507},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3084275722503662},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1524866819381714}],"concepts":[{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.7340347766876221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6853245496749878},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5853273272514343},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5414485931396484},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5071241855621338},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4712394177913666},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43044495582580566},{"id":"https://openalex.org/C53140260","wikidata":"https://www.wikidata.org/wiki/Q1182198","display_name":"Dedicated short-range communications","level":3,"score":0.41679060459136963},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35425764322280884},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32614797353744507},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3084275722503662},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1524866819381714},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets.2017.7945383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets.2017.7945383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1486457878","https://openalex.org/W1509061701","https://openalex.org/W1571355708","https://openalex.org/W1989401419","https://openalex.org/W2044060937","https://openalex.org/W2044426769","https://openalex.org/W2094655360","https://openalex.org/W2114004090","https://openalex.org/W2114112123","https://openalex.org/W2114274105","https://openalex.org/W2114574164","https://openalex.org/W2117902495","https://openalex.org/W2129848981","https://openalex.org/W2132002347","https://openalex.org/W2138170080","https://openalex.org/W2154126105","https://openalex.org/W2155616149","https://openalex.org/W2294758265","https://openalex.org/W3099422176","https://openalex.org/W6661722646","https://openalex.org/W6679586696"],"related_works":["https://openalex.org/W2017954997","https://openalex.org/W2372407344","https://openalex.org/W2900465568","https://openalex.org/W637904854","https://openalex.org/W3029666588","https://openalex.org/W2169410438","https://openalex.org/W2593528782","https://openalex.org/W2548694007","https://openalex.org/W2936885780","https://openalex.org/W4313028534"],"abstract_inverted_index":{"Vehicle":[0],"to":[1,8,56,65,110,123,128,141,153,164],"Infrastructure":[2],"(V2I)":[3],"channels":[4],"are":[5],"particularly":[6],"difficult":[7],"analyze":[9],"because":[10],"of":[11,26,114,156,175],"high":[12,151],"mobility":[13],"and":[14,20,73,87],"localized":[15,112],"scattering":[16,28,182],"from":[17],"nearby":[18],"vehicles":[19],"road-side":[21],"features.":[22],"The":[23],"spatio-temporal":[24],"variation":[25],"the":[27,31,61,96,115,125,130,142,166],"environment":[29],"makes":[30],"channel":[32,41,69,97,116,169],"a":[33,52,149],"non-stationary":[34,167],"stochastic":[35],"process,":[36],"which":[37],"renders":[38],"conventional,":[39],"receiver-side":[40],"conditioning":[42],"techniques":[43],"ineffective":[44],"for":[45,68],"this":[46],"emerging":[47],"application.":[48],"Our":[49],"work":[50],"takes":[51],"radically":[53],"different":[54],"approach":[55],"introduce":[57],"predictive":[58],"analytics":[59],"at":[60,148],"Road-Side":[62],"Unit":[63],"(RSU)":[64],"proactively":[66],"compensate":[67],"variations":[70],"over":[71],"time":[72],"frequency":[74],"while":[75],"precisely":[76],"fitting":[77],"into":[78,101],"contemporary":[79],"protocols":[80],"like":[81],"Dedicated":[82],"Short":[83],"Range":[84],"Communication":[85],"(DSRC)":[86],"Wireless":[88],"Access":[89],"in":[90,180],"Vehicular":[91],"Environment":[92],"(WAVE).":[93],"By":[94],"assimilating":[95],"state":[98],"feedback":[99],"built":[100],"these":[102],"protocols,":[103],"we":[104],"employ":[105],"an":[106,171],"iterative":[107],"learning":[108],"algorithm":[109,161],"gather":[111],"knowledge":[113,120],"profile.":[117],"This":[118],"acquired":[119],"is":[121,162],"used":[122],"pre-condition":[124],"downlink":[126],"waveform":[127],"lower":[129],"Bit":[131],"Error":[132],"Rate":[133],"(BER)":[134],"by":[135],"\u2248":[136],"100":[137],"times,":[138],"when":[139],"compared":[140],"current":[143],"vehicular":[144],"communication":[145],"standards":[146],"even":[147],"relatively":[150],"Signal":[152],"Noise":[154],"(SNR)":[155],"17":[157],"dB.":[158],"Further,":[159],"our":[160],"able":[163],"predict":[165],"V2I":[168],"with":[170],"average":[172],"absolute":[173],"error":[174],"10":[176],"<sup":[177],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[178],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">-2</sup>":[179],"dense":[181],"environment.":[183]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}