{"id":"https://openalex.org/W3015229819","doi":"https://doi.org/10.1109/icassp40776.2020.9053716","title":"Joint Coding and Modulation in the Ultra-Short Blocklength Regime for Bernoulli-Gaussian Impulsive Noise Channels Using Autoencoders","display_name":"Joint Coding and Modulation in the Ultra-Short Blocklength Regime for Bernoulli-Gaussian Impulsive Noise Channels Using Autoencoders","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015229819","doi":"https://doi.org/10.1109/icassp40776.2020.9053716","mag":"3015229819"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9053716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053716","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034896571","display_name":"Kirty Vedula","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kirty Vedula","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027655988","display_name":"Randy Paffenroth","orcid":"https://orcid.org/0000-0002-4823-1348"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy Paffenroth","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112827492","display_name":"Donald R. Brown","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Richard Brown","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034896571"],"corresponding_institution_ids":["https://openalex.org/I107077323"],"apc_list":null,"apc_paid":null,"fwci":0.6165,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66832383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5065","last_page":"5069"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":1.0,"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/T12146","display_name":"Power Line Communications and Noise","score":1.0,"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":0.9987000226974487,"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/T10964","display_name":"Wireless Communication Security Techniques","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/additive-white-gaussian-noise","display_name":"Additive white Gaussian noise","score":0.7135169506072998},{"id":"https://openalex.org/keywords/phase-shift-keying","display_name":"Phase-shift keying","score":0.7011158466339111},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6091840863227844},{"id":"https://openalex.org/keywords/block-error-rate","display_name":"Block Error Rate","score":0.6085808873176575},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6012033224105835},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5042918920516968},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.4502125680446625},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.4020841717720032},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.34217602014541626},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3013935983181}],"concepts":[{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.7135169506072998},{"id":"https://openalex.org/C186378180","wikidata":"https://www.wikidata.org/wiki/Q4874866","display_name":"Phase-shift keying","level":4,"score":0.7011158466339111},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6091840863227844},{"id":"https://openalex.org/C2776639698","wikidata":"https://www.wikidata.org/wiki/Q4927140","display_name":"Block Error Rate","level":3,"score":0.6085808873176575},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6012033224105835},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5042918920516968},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.4502125680446625},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.4020841717720032},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.34217602014541626},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3013935983181},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp40776.2020.9053716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053716","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W627952176","https://openalex.org/W1522301498","https://openalex.org/W1964662089","https://openalex.org/W2064011571","https://openalex.org/W2090786588","https://openalex.org/W2106864314","https://openalex.org/W2111096422","https://openalex.org/W2134016524","https://openalex.org/W2141412829","https://openalex.org/W2145094598","https://openalex.org/W2272901026","https://openalex.org/W2295374613","https://openalex.org/W2516781136","https://openalex.org/W2560780323","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2740780341","https://openalex.org/W2811484325","https://openalex.org/W2952911118","https://openalex.org/W2963224870","https://openalex.org/W2963385530","https://openalex.org/W2963508842","https://openalex.org/W2964198392","https://openalex.org/W2964324349","https://openalex.org/W2974170798","https://openalex.org/W2997574889","https://openalex.org/W3098793417","https://openalex.org/W3140968660","https://openalex.org/W4248721330","https://openalex.org/W4297979579","https://openalex.org/W6631190155","https://openalex.org/W6681096077","https://openalex.org/W6707054401","https://openalex.org/W6751593755","https://openalex.org/W6752394437"],"related_works":["https://openalex.org/W2545896082","https://openalex.org/W2893995248","https://openalex.org/W2162726981","https://openalex.org/W2115358448","https://openalex.org/W2157094190","https://openalex.org/W2388824665","https://openalex.org/W2085207364","https://openalex.org/W2148868771","https://openalex.org/W2122033380","https://openalex.org/W1965215867"],"abstract_inverted_index":{"This":[0],"paper":[1],"develops":[2],"a":[3,37],"joint":[4],"coding":[5,172],"and":[6,33,98,156,163,174],"modulation":[7,34,91],"scheme":[8],"for":[9,36,167],"end-to-end":[10],"communication":[11],"system":[12],"design":[13],"using":[14],"an":[15,46,58],"autoencoder":[16,112,134],"architecture":[17,160],"in":[18,92],"the":[19,24,40,111,133],"ultra-short":[20],"blocklength":[21,81],"regime.":[22],"Unlike":[23],"classical":[25,79],"approach":[26,41,75],"of":[27,73],"separately":[28],"designing":[29],"error":[30,70],"correction":[31],"codes":[32,84,122,143],"schemes":[35,173],"given":[38],"channel,":[39],"here":[42],"is":[43,76,161],"to":[44,52,65],"learn":[45],"optimal":[47,59],"mapping":[48,60],"directly":[49,61],"from":[50,62],"messages":[51],"channel":[53,63],"inputs":[54],"while":[55],"simultaneously":[56],"learning":[57],"outputs":[64],"estimated":[66],"messages.":[67],"The":[68,158],"block":[69,83,142,171],"rate":[71],"(BLER)":[72],"this":[74],"compared":[77],"against":[78,169],"short":[80],"linear":[82],"with":[85,123,144,148],"binary":[86],"phase":[87],"shift":[88],"keying":[89],"(BPSK)":[90],"additive":[93],"white":[94],"Gaussian":[95],"noise":[96,101,150],"(AWGN)":[97],"Bernoulli-Gaussian":[99],"impulsive":[100,149],"(BGIN)":[102],"channels.":[103],"For":[104,127],"AWGN":[105],"channels,":[106,129],"numerical":[107,130],"results":[108,131],"show":[109,132],"that":[110],"can":[113,164],"achieve":[114],"better":[115,137],"BLER":[116,138],"performance":[117,139],"than":[118,140],"BPSK":[119,145],"modulated":[120],"Hamming":[121],"maximum":[124],"likelihood":[125],"decoding.":[126],"BGIN":[128],"achieves":[135],"uniformly":[136],"conventional":[141],"modulation,":[146],"even":[147],"mitigation":[151],"techniques":[152],"such":[153],"as":[154],"blanking":[155],"clipping.":[157],"proposed":[159],"general":[162],"be":[165],"modified":[166],"comparison":[168],"other":[170],"higher-order":[175],"modulations.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}