{"id":"https://openalex.org/W4399909588","doi":"https://doi.org/10.1109/icnc59896.2024.10556373","title":"Data-Driven Joint Demodulation and Decoding in THz Communication Systems","display_name":"Data-Driven Joint Demodulation and Decoding in THz Communication Systems","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4399909588","doi":"https://doi.org/10.1109/icnc59896.2024.10556373"},"language":"en","primary_location":{"id":"doi:10.1109/icnc59896.2024.10556373","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icnc59896.2024.10556373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computing, Networking and Communications (ICNC)","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/A5009788312","display_name":"Abigail Oyekola","orcid":null},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abigail O. Oyekola","raw_affiliation_strings":["Howard University,Washington DC,USA","Howard University, Washington DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Howard University,Washington DC,USA","institution_ids":["https://openalex.org/I137853757"]},{"raw_affiliation_string":"Howard University, Washington DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047901063","display_name":"Imtiaz Ahmed","orcid":"https://orcid.org/0000-0001-6465-532X"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Imtiaz Ahmed","raw_affiliation_strings":["Howard University,Washington DC,USA","Howard University, Washington DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Howard University,Washington DC,USA","institution_ids":["https://openalex.org/I137853757"]},{"raw_affiliation_string":"Howard University, Washington DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056546926","display_name":"Danda B. Rawat","orcid":null},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danda B. Rawat","raw_affiliation_strings":["Howard University,Washington DC,USA","Howard University, Washington DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Howard University,Washington DC,USA","institution_ids":["https://openalex.org/I137853757"]},{"raw_affiliation_string":"Howard University, Washington DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032268885","display_name":"Ramesh Annavajjala","orcid":null},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramesh Annavajjala","raw_affiliation_strings":["University of Massachusetts Boston,MA,USA","University of Massachusetts Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Boston,MA,USA","institution_ids":["https://openalex.org/I33434090"]},{"raw_affiliation_string":"University of Massachusetts Boston, MA, USA","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052787847","display_name":"Sachin Shetty","orcid":"https://orcid.org/0000-0002-8789-0610"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sachin Shetty","raw_affiliation_strings":["Old Dominion University,Norfolk,VA,USA","Old Dominion University, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Old Dominion University,Norfolk,VA,USA","institution_ids":["https://openalex.org/I81365321"]},{"raw_affiliation_string":"Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2841,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52754796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"978","last_page":"983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9990000128746033,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9990000128746033,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9986000061035156,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.9042147397994995},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.8250712752342224},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6783533692359924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6526343822479248},{"id":"https://openalex.org/keywords/terahertz-radiation","display_name":"Terahertz radiation","score":0.4172768294811249},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33811426162719727},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3225574493408203},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.25634557008743286},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1706392765045166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12780719995498657}],"concepts":[{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.9042147397994995},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8250712752342224},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6783533692359924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6526343822479248},{"id":"https://openalex.org/C107816215","wikidata":"https://www.wikidata.org/wiki/Q647887","display_name":"Terahertz radiation","level":2,"score":0.4172768294811249},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33811426162719727},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3225574493408203},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.25634557008743286},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1706392765045166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12780719995498657},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc59896.2024.10556373","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icnc59896.2024.10556373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1905630475","https://openalex.org/W2093889966","https://openalex.org/W2119466907","https://openalex.org/W2271840356","https://openalex.org/W2618746189","https://openalex.org/W2666368276","https://openalex.org/W2761313426","https://openalex.org/W2789848366","https://openalex.org/W2886374543","https://openalex.org/W2919941951","https://openalex.org/W2963190722","https://openalex.org/W2963290405","https://openalex.org/W2963408536","https://openalex.org/W2963932148","https://openalex.org/W2967395343","https://openalex.org/W2990597773","https://openalex.org/W2999298494","https://openalex.org/W3011830499","https://openalex.org/W3016717960","https://openalex.org/W3040126051","https://openalex.org/W3047911146","https://openalex.org/W3117355267","https://openalex.org/W3158094986","https://openalex.org/W4287557173","https://openalex.org/W6738709550"],"related_works":["https://openalex.org/W2033952283","https://openalex.org/W1996543123","https://openalex.org/W4388516297","https://openalex.org/W2762687161","https://openalex.org/W4389302182","https://openalex.org/W2010761432","https://openalex.org/W2353254830","https://openalex.org/W2351210568","https://openalex.org/W2028421553","https://openalex.org/W2089955640"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"the":[3,41,74,97,111,129],"impact":[4],"of":[5,61,85],"impairments":[6],"such":[7],"as":[8],"phase":[9],"noise":[10,15],"(PN),":[11],"additive":[12],"white":[13],"gaussian":[14],"(AWGN),":[16],"and":[17,19,64,89,114],"in-phase":[18],"quadrature":[20],"(IQ)":[21],"imbalance":[22],"distortions":[23],"in":[24,67],"corrupting":[25],"transmitted":[26],"signals":[27],"across":[28],"a":[29,46,68,82],"point-to-point":[30],"terahertz":[31],"(THz)":[32],"communication":[33],"system.":[34],"Deep":[35],"learning":[36],"(DL)":[37],"is":[38],"leveraged":[39],"at":[40,96],"receiver":[42,132],"end":[43],"to":[44],"develop":[45],"deep":[47],"neural":[48],"network":[49],"(DNN)":[50],"based":[51],"multi-label":[52],"classification":[53],"(MLC)":[54],"that":[55,104,120],"performs":[56],"t":[57],"he":[58],"f":[59],"unctions":[60],"denoising,":[62],"demodulating,":[63],"decoding":[65],"(DeNMC)":[66],"single":[69],"operational":[70],"block.":[71],"Datasets":[72],"for":[73,92],"DL":[75,122],"assisted":[76,123],"DeNMC":[77,124],"were":[78],"trained":[79],"offline":[80],"over":[81],"wide":[83],"range":[84],"signal-to-noise":[86],"ratios":[87],"(SNRs)":[88],"deployed":[90],"online":[91],"real-time":[93],"data":[94],"processing":[95],"receiver.":[98],"In":[99],"this":[100],"paper,":[101],"we":[102],"show":[103],"artificial":[105],"intelligence":[106],"(AI)":[107],"can":[108],"help":[109],"mitigate":[110],"PN":[112],"effect":[113],"IQ":[115],"imbalances.":[116],"Simulation":[117],"results":[118],"proved":[119],"implementing":[121],"yields":[125],"better":[126],"performance":[127],"than":[128],"conventional":[130],"non-AI":[131],"while":[133],"achieving":[134],"lower":[135],"computational":[136],"complexity.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
