{"id":"https://openalex.org/W3015199528","doi":"https://doi.org/10.1109/icassp40776.2020.9054729","title":"Deep Rainrate Estimation from Highly Attenuated Downlink Signals of Ground-Based Communications Satellite Terminals","display_name":"Deep Rainrate Estimation from Highly Attenuated Downlink Signals of Ground-Based Communications Satellite Terminals","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015199528","doi":"https://doi.org/10.1109/icassp40776.2020.9054729","mag":"3015199528"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://orbilu.uni.lu/handle/10993/45456","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082119521","display_name":"Kumar Vijay Mishra","orcid":"https://orcid.org/0000-0002-5386-609X"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Kumar Vijay Mishra","raw_affiliation_strings":["Interdisciplinary Centre for Security, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Security, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033404980","display_name":"Bhavani Shankar M. R.","orcid":"https://orcid.org/0000-0002-3638-1349"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Bhavani Shankar M. R.","raw_affiliation_strings":["Interdisciplinary Centre for Security, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Security, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080037825","display_name":"Bj\u00f6rn Ottersten","orcid":"https://orcid.org/0000-0003-2298-6774"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Bjorn Ottersten","raw_affiliation_strings":["Interdisciplinary Centre for Security, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Security, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082119521"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":1.1715,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77091623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"9021","last_page":"9025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.785033643245697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6561693549156189},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5736315250396729},{"id":"https://openalex.org/keywords/attenuation","display_name":"Attenuation","score":0.56194669008255},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5578179955482483},{"id":"https://openalex.org/keywords/weather-radar","display_name":"Weather radar","score":0.5504966974258423},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5449702739715576},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4785745441913605},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.47853168845176697},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4682016968727112},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33810853958129883},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2581089735031128},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15448883175849915},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14196625351905823},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09602198004722595}],"concepts":[{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.785033643245697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6561693549156189},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5736315250396729},{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.56194669008255},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5578179955482483},{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.5504966974258423},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5449702739715576},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4785745441913605},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.47853168845176697},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4682016968727112},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33810853958129883},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2581089735031128},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15448883175849915},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14196625351905823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09602198004722595},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/45456","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/45456","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/45456","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/45456","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W639989723","https://openalex.org/W1577900252","https://openalex.org/W1579757413","https://openalex.org/W1597280107","https://openalex.org/W1667165204","https://openalex.org/W1825235441","https://openalex.org/W1983866608","https://openalex.org/W1989885048","https://openalex.org/W1994971621","https://openalex.org/W1997631832","https://openalex.org/W2008770426","https://openalex.org/W2015833712","https://openalex.org/W2016207741","https://openalex.org/W2019778229","https://openalex.org/W2024804552","https://openalex.org/W2057339117","https://openalex.org/W2065337885","https://openalex.org/W2073151905","https://openalex.org/W2074757242","https://openalex.org/W2083631239","https://openalex.org/W2088086632","https://openalex.org/W2091445772","https://openalex.org/W2103488612","https://openalex.org/W2114983379","https://openalex.org/W2116275201","https://openalex.org/W2146321614","https://openalex.org/W2148573849","https://openalex.org/W2167428896","https://openalex.org/W2168154726","https://openalex.org/W2172648109","https://openalex.org/W2591107842","https://openalex.org/W2761834128","https://openalex.org/W2793202387","https://openalex.org/W2800862417","https://openalex.org/W2889046129","https://openalex.org/W2919115771","https://openalex.org/W2992407811","https://openalex.org/W3160528504","https://openalex.org/W4211251910","https://openalex.org/W4255775350"],"related_works":["https://openalex.org/W2798120804","https://openalex.org/W3011109177","https://openalex.org/W1933455866","https://openalex.org/W2036324114","https://openalex.org/W1544437858","https://openalex.org/W2166923512","https://openalex.org/W2275457798","https://openalex.org/W2128697856","https://openalex.org/W2383116385","https://openalex.org/W2888438656"],"abstract_inverted_index":{"While":[0],"the":[1,9,27,41,54,59,62,109,112,130,133,142,171],"use":[2],"of":[3,12,53,74,86],"weather":[4,46,76,120,175],"radars":[5,121],"to":[6,149],"continuously":[7],"monitor":[8],"spatiotemporal":[10],"dynamics":[11],"precipitation":[13],"has":[14,65],"grown":[15],"in":[16,58],"recent":[17],"years,":[18],"these":[19,91],"systems":[20],"are":[21],"expensive":[22],"and":[23,115,122,140],"sparsely":[24],"deployed":[25],"across":[26],"world.":[28],"In":[29],"this":[30,97],"context,":[31],"densely":[32],"located":[33],"ground-based":[34],"terminals":[35,81],"for":[36,43],"interactive":[37],"satellite":[38,80],"services":[39],"have":[40],"potential":[42],"dual-use":[44],"as":[45,138],"sensors":[47],"because":[48],"they":[49],"measure":[50],"rain-attenuated":[51],"power":[52],"downlink":[55,136,166],"signal.":[56],"Although":[57],"millimeter-wave":[60],"regime,":[61],"rain":[63,123,143],"rate":[64,89,117],"almost":[66],"a":[67,83,101,126],"linear":[68],"relationship":[69,110],"with":[70,157],"specific":[71],"attenuation,":[72,164],"lack":[73],"other":[75],"radar":[77],"observables":[78],"at":[79,125],"imposes":[82],"daunting":[84],"task":[85],"extracting":[87],"rainfall":[88,116,153,167],"from":[90],"highly":[92],"attenuated":[93],"signals.":[94],"We":[95],"address":[96],"problem":[98],"by":[99,119],"designing":[100],"deep":[102],"convolutional":[103],"neural":[104],"network":[105],"(CNN)":[106],"that":[107],"learns":[108],"between":[111],"signal":[113],"attenuation":[114,137],"observed":[118],"gauges":[124],"given":[127],"location.":[128],"During":[129],"prediction":[131],"stage,":[132],"CNN":[134],"accepts":[135],"input":[139],"classifies":[141],"intensity":[144],"which":[145],"is":[146],"then":[147],"used":[148],"apply":[150],"an":[151],"appropriate":[152],"estimator.":[154],"Our":[155],"experiments":[156],"real":[158],"data":[159],"show":[160],"that,":[161],"despite":[162],"severe":[163],"CNN-based":[165],"accumulations":[168],"closely":[169],"follow":[170],"nearest":[172],"C-band":[173],"German":[174],"service":[176],"Deutscher":[177],"Wetterdienst":[178],"(DWD)":[179],"radar.":[180]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
