{"id":"https://openalex.org/W3186447902","doi":"https://doi.org/10.1109/mocast52088.2021.9493379","title":"Link Blockage Modelling for Channel State Prediction in Higher Frequencies Using Deep Learning","display_name":"Link Blockage Modelling for Channel State Prediction in Higher Frequencies Using Deep Learning","publication_year":2021,"publication_date":"2021-07-05","ids":{"openalex":"https://openalex.org/W3186447902","doi":"https://doi.org/10.1109/mocast52088.2021.9493379","mag":"3186447902"},"language":"en","primary_location":{"id":"doi:10.1109/mocast52088.2021.9493379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast52088.2021.9493379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International Conference on Modern Circuits and Systems Technologies (MOCAST)","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/A5029170085","display_name":"Shreya K. Chari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]},{"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":true,"raw_author_name":"Shreya K. Chari","raw_affiliation_strings":["KTH Royal Institute of Technology, Sweden","Stockholm Research Centre, Huawei Technologies Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Stockholm Research Centre, Huawei Technologies Sweden","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049528099","display_name":"Georgios P. Koudouridis","orcid":"https://orcid.org/0000-0002-7372-5139"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Georgios P. Koudouridis","raw_affiliation_strings":["Stockholm Research Centre, Huawei Technologies Sweden"],"affiliations":[{"raw_affiliation_string":"Stockholm Research Centre, Huawei Technologies Sweden","institution_ids":["https://openalex.org/I4210159102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029170085"],"corresponding_institution_ids":["https://openalex.org/I4210159102","https://openalex.org/I86987016"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07426392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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":0.9979000091552734,"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":0.6965315341949463},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.624401330947876},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6078432202339172},{"id":"https://openalex.org/keywords/gigabit","display_name":"Gigabit","score":0.5713268518447876},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.49843692779541016},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.48629388213157654},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4854641556739807},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47142261266708374},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4592674970626831},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4527081847190857},{"id":"https://openalex.org/keywords/radio-spectrum","display_name":"Radio spectrum","score":0.43551957607269287},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41318047046661377},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3717992901802063},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3563458323478699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29570621252059937},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26611992716789246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.203728586435318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965315341949463},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.624401330947876},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6078432202339172},{"id":"https://openalex.org/C21922175","wikidata":"https://www.wikidata.org/wiki/Q3105497","display_name":"Gigabit","level":2,"score":0.5713268518447876},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.49843692779541016},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.48629388213157654},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4854641556739807},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47142261266708374},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4592674970626831},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4527081847190857},{"id":"https://openalex.org/C92545706","wikidata":"https://www.wikidata.org/wiki/Q902174","display_name":"Radio spectrum","level":2,"score":0.43551957607269287},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41318047046661377},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3717992901802063},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3563458323478699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29570621252059937},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26611992716789246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.203728586435318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mocast52088.2021.9493379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast52088.2021.9493379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1549998098","https://openalex.org/W1991056455","https://openalex.org/W2136939460","https://openalex.org/W2612702209","https://openalex.org/W2963276168","https://openalex.org/W3036327743","https://openalex.org/W6632844757","https://openalex.org/W6680230698"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W3094818520","https://openalex.org/W2034418153","https://openalex.org/W2136583354","https://openalex.org/W187571081","https://openalex.org/W2142112745","https://openalex.org/W2111238207","https://openalex.org/W2109613913","https://openalex.org/W2760721665","https://openalex.org/W2611989081"],"abstract_inverted_index":{"Wireless":[0],"communications":[1],"using":[2,106,141],"higher":[3],"frequencies":[4,39],"is":[5,91],"now":[6],"possible":[7],"due":[8],"to":[9,43,77],"the":[10,13,49,55,68,79,97,100,114,120,132,152,157,162],"advancements":[11],"in":[12,96,164],"field":[14],"of":[15,70,99,122,151,161],"high":[16,126,149],"gain":[17],"antennas.":[18],"Using":[19],"such":[20],"technologies":[21],"has":[22],"enabled":[23],"accessing":[24],"wireless":[25,50],"media":[26],"within":[27],"a":[28,84,107],"short":[29],"range":[30],"supplying":[31],"frequency":[32],"bands":[33],"with":[34,67],"capacity":[35],"worth":[36],"multi-gigabits.":[37],"Higher":[38],"are":[40,136],"however":[41],"exposed":[42],"blockage":[44,62,80,89,123],"events":[45,81,124],"that":[46,93],"can":[47,94],"hinder":[48],"system":[51],"performance":[52],"by":[53,83],"reducing":[54],"throughput":[56],"and":[57,131,139,159],"losing":[58],"user":[59,101],"connectivity.":[60],"The":[61,148],"effect":[63],"becomes":[64],"more":[65],"severe":[66],"addition":[69],"mobile":[71,85],"blockers":[72],"like":[73],"vehicles.":[74],"In":[75],"order":[76],"understand":[78],"induced":[82],"vehicle,":[86],"an":[87],"efficient":[88],"model":[90,111,163],"required":[92],"assist":[95],"maintenance":[98],"connection.":[102],"This":[103],"paper":[104],"proposes":[105],"four":[108],"state":[109,134],"channel":[110,133],"based":[112],"on":[113],"user's":[115],"signal":[116],"strength":[117,129],"for":[118],"describing":[119],"occurrence":[121],"at":[125],"frequencies.":[127],"Signal":[128],"prediction":[130],"classification":[135],"then":[137],"conducted":[138],"evaluated":[140],"two":[142],"deep":[143],"learning":[144],"neural":[145],"network":[146],"disciplines.":[147],"accuracy":[150],"simulation":[153],"results":[154],"observed":[155],"suggest":[156],"possibility":[158],"implementation":[160],"real":[165],"systems.":[166]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
