{"id":"https://openalex.org/W4390189515","doi":"https://doi.org/10.1109/latincom59467.2023.10361902","title":"Deep Learning Neural Receiver for Organic Communication Channels","display_name":"Deep Learning Neural Receiver for Organic Communication Channels","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4390189515","doi":"https://doi.org/10.1109/latincom59467.2023.10361902"},"language":"en","primary_location":{"id":"doi:10.1109/latincom59467.2023.10361902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom59467.2023.10361902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5017184777","display_name":"Aaron Roopnarine","orcid":"https://orcid.org/0009-0008-6254-7892"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Aaron Roopnarine","raw_affiliation_strings":["The University of the West Indies,Department of Electrical and Computer Engineering,St. Augustine,Trinidad and Tobago","Department of Electrical and Computer Engineering, The University of the West Indies, St. Augustine, Trinidad and Tobago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of the West Indies,Department of Electrical and Computer Engineering,St. Augustine,Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of the West Indies, St. Augustine, Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021573145","display_name":"Sean Rocke","orcid":"https://orcid.org/0000-0003-0066-9508"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Sean Rocke","raw_affiliation_strings":["The University of the West Indies,Department of Electrical and Computer Engineering,St. Augustine,Trinidad and Tobago","Department of Electrical and Computer Engineering, The University of the West Indies, St. Augustine, Trinidad and Tobago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of the West Indies,Department of Electrical and Computer Engineering,St. Augustine,Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of the West Indies, St. Augustine, Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210088717"],"apc_list":null,"apc_paid":null,"fwci":1.3079,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81341554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9983999729156494,"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":0.9983999729156494,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9980000257492065,"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":0.9937999844551086,"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/transmitter","display_name":"Transmitter","score":0.568916380405426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5521537065505981},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.46175122261047363},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.44830313324928284},{"id":"https://openalex.org/keywords/phy","display_name":"PHY","score":0.43667295575141907},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3815246820449829},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3787456154823303},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.37621191143989563},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.34204596281051636},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3152289390563965},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26225394010543823},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.1833246350288391}],"concepts":[{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.568916380405426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5521537065505981},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.46175122261047363},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.44830313324928284},{"id":"https://openalex.org/C41918916","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"PHY","level":4,"score":0.43667295575141907},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3815246820449829},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3787456154823303},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.37621191143989563},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.34204596281051636},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3152289390563965},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26225394010543823},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.1833246350288391}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/latincom59467.2023.10361902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom59467.2023.10361902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Latin-American Conference on Communications (LATINCOM)","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":25,"referenced_works":["https://openalex.org/W2010461945","https://openalex.org/W2032658843","https://openalex.org/W2057692150","https://openalex.org/W2095398224","https://openalex.org/W2206628271","https://openalex.org/W2609375764","https://openalex.org/W2736914210","https://openalex.org/W2738368271","https://openalex.org/W2766095647","https://openalex.org/W2969942625","https://openalex.org/W2992451230","https://openalex.org/W3004566397","https://openalex.org/W3009019142","https://openalex.org/W3039342349","https://openalex.org/W3046186892","https://openalex.org/W3082872601","https://openalex.org/W3135691426","https://openalex.org/W3167199889","https://openalex.org/W4200541092","https://openalex.org/W4210523250","https://openalex.org/W4288680464","https://openalex.org/W4308090203","https://openalex.org/W4323021523","https://openalex.org/W6685228921","https://openalex.org/W6728906573"],"related_works":["https://openalex.org/W4283023968","https://openalex.org/W1964667553","https://openalex.org/W2001476941","https://openalex.org/W2390471376","https://openalex.org/W2530058746","https://openalex.org/W2355663289","https://openalex.org/W1487710470","https://openalex.org/W1939593940","https://openalex.org/W1483545079","https://openalex.org/W2106913410"],"abstract_inverted_index":{"Organic":[0],"communication":[1,99,160],"channels":[2],"(OCCs)":[3],"are":[4,55],"any":[5],"hydrocarbon-based":[6],"media":[7],"used":[8],"to":[9,19,43,57,73,126],"communicate":[10],"data.":[11],"OCCs":[12,37,54],"have":[13],"gained":[14],"attention":[15],"as":[16,26,133,135],"an":[17,113],"alternative":[18],"short-range":[20],"RF":[21],"communication,":[22],"offering":[23],"advantages":[24],"such":[25],"higher":[27],"data":[28],"rates,":[29],"improved":[30],"spectral":[31],"efficiency,":[32],"and":[33,46,60,102,158],"greater":[34],"power":[35],"efficiency.":[36],"show":[38,107],"tremendous":[39],"potential":[40],"when":[41,110],"applied":[42],"smart":[44,47],"farming":[45],"health.":[48],"To":[49],"date,":[50],"research":[51],"done":[52],"on":[53],"limited":[56],"human":[58],"body":[59],"soil-based":[61],"communication.":[62],"Relatively":[63],"high":[64],"error":[65,123,151],"rates":[66,152],"in":[67,130,161],"existing":[68],"OCC":[69,98],"PHYs":[70],"gave":[71],"way":[72],"the":[74,95,131,136],"exploration":[75],"of":[76,97],"other":[77],"PHY":[78],"configurations.":[79],"Consequently,":[80],"this":[81,108],"paper":[82],"develops":[83],"a":[84,121],"neural":[85],"receiver":[86],"architecture":[87],"that":[88],"is":[89],"IEEE":[90,114],"802.15.6":[91,115],"standard":[92,116],"compliant":[93,117],"for":[94,156],"purpose":[96],"using":[100,139],"soil":[101],"vegetation-based":[103],"OCCs.":[104,162],"The":[105,148],"results":[106],"receiver,":[109],"integrated":[111],"with":[112],"transmitter,":[118],"having":[119],"generally":[120],"better":[122],"performance":[124],"compared":[125],"what":[127],"currently":[128],"exists":[129],"literature,":[132],"well":[134],"one":[137],"designed":[138],"conventional":[140],"decoding":[141],"techniques,":[142],"even":[143],"under":[144],"different":[145],"channel":[146],"distances.":[147],"relatively":[149],"low":[150],"make":[153],"it":[154],"possible":[155],"voice":[157],"video":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}