{"id":"https://openalex.org/W4414516070","doi":"https://doi.org/10.1080/24751839.2025.2556086","title":"A hybrid of machine learning based early termination and optimal scaling factor scheme for 5G LDPC codes","display_name":"A hybrid of machine learning based early termination and optimal scaling factor scheme for 5G LDPC codes","publication_year":2025,"publication_date":"2025-09-25","ids":{"openalex":"https://openalex.org/W4414516070","doi":"https://doi.org/10.1080/24751839.2025.2556086"},"language":"en","primary_location":{"id":"doi:10.1080/24751839.2025.2556086","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2025.2556086","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2025.2556086?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2025.2556086?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020116698","display_name":"Madhavsingh Indoonundon","orcid":"https://orcid.org/0000-0002-5903-477X"},"institutions":[{"id":"https://openalex.org/I69072986","display_name":"University of Mauritius","ror":"https://ror.org/05cyprz33","country_code":"MU","type":"education","lineage":["https://openalex.org/I69072986"]}],"countries":["MU"],"is_corresponding":true,"raw_author_name":"Madhavsingh Indoonundon","raw_affiliation_strings":["University of Mauritius"],"raw_orcid":"https://orcid.org/0000-0002-5903-477X","affiliations":[{"raw_affiliation_string":"University of Mauritius","institution_ids":["https://openalex.org/I69072986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037680093","display_name":"Tulsi Pawan Fowdur","orcid":"https://orcid.org/0000-0002-8069-9485"},"institutions":[{"id":"https://openalex.org/I69072986","display_name":"University of Mauritius","ror":"https://ror.org/05cyprz33","country_code":"MU","type":"education","lineage":["https://openalex.org/I69072986"]}],"countries":["MU"],"is_corresponding":false,"raw_author_name":"Tulsi Pawan Fowdur","raw_affiliation_strings":["University of Mauritius"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mauritius","institution_ids":["https://openalex.org/I69072986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020116698"],"corresponding_institution_ids":["https://openalex.org/I69072986"],"apc_list":{"value":925,"currency":"GBP","value_usd":1134},"apc_paid":{"value":925,"currency":"GBP","value_usd":1134},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22129724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"1","first_page":"129","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9951000213623047,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/low-density-parity-check-code","display_name":"Low-density parity-check code","score":0.6083999872207642},{"id":"https://openalex.org/keywords/factor-graph","display_name":"Factor graph","score":0.5121999979019165},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4399000108242035},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.4359000027179718},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42010000348091125},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.39419999718666077},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.3898000121116638},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.3488999903202057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6988999843597412},{"id":"https://openalex.org/C67692717","wikidata":"https://www.wikidata.org/wiki/Q187444","display_name":"Low-density parity-check code","level":3,"score":0.6083999872207642},{"id":"https://openalex.org/C159246509","wikidata":"https://www.wikidata.org/wiki/Q5428725","display_name":"Factor graph","level":3,"score":0.5121999979019165},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5063999891281128},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4399000108242035},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.4359000027179718},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42010000348091125},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.3898000121116638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.361299991607666},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.3224000036716461},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29159998893737793},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.2815000116825104},{"id":"https://openalex.org/C114504821","wikidata":"https://www.wikidata.org/wiki/Q2164281","display_name":"Turbo code","level":3,"score":0.2727000117301941},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.27239999175071716},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C129404179","wikidata":"https://www.wikidata.org/wiki/Q1469765","display_name":"Optical communication","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C76763059","wikidata":"https://www.wikidata.org/wiki/Q251072","display_name":"Machine to machine","level":3,"score":0.25609999895095825},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.250900000333786}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/24751839.2025.2556086","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2025.2556086","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2025.2556086?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f9e6b17a93e74ec882c85f041ff9fa96","is_oa":true,"landing_page_url":"https://doaj.org/article/f9e6b17a93e74ec882c85f041ff9fa96","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information and Telecommunication, Vol 10, Iss 1, Pp 129-159 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/24751839.2025.2556086","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2025.2556086","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2025.2556086?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414516070.pdf","grobid_xml":"https://content.openalex.org/works/W4414516070.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1573665190","https://openalex.org/W2011610846","https://openalex.org/W2123330494","https://openalex.org/W2142392934","https://openalex.org/W2801606104","https://openalex.org/W2888311096","https://openalex.org/W2991077926","https://openalex.org/W3127318884","https://openalex.org/W3159676871","https://openalex.org/W3161746554","https://openalex.org/W3186965535","https://openalex.org/W4200305961","https://openalex.org/W4200439752","https://openalex.org/W4206695851","https://openalex.org/W4223422550","https://openalex.org/W4252279144","https://openalex.org/W4364357027"],"related_works":[],"abstract_inverted_index":{"Machine":[0],"Learning":[1],"(ML)":[2],"has":[3],"proven":[4],"to":[5,28,39,56,64,66,103,111,115],"be":[6],"an":[7],"effective":[8],"tool":[9],"for":[10],"optimizing":[11],"several":[12],"aspects":[13],"of":[14,46,101,109],"channel":[15],"codes":[16,38],"in":[17,51],"communication":[18],"systems.":[19],"In":[20],"this":[21],"work,":[22],"ML-based":[23,89],"schemes":[24,59,90],"have":[25,60],"been":[26,62],"adapted":[27],"the":[29,43,57,68,78,88,92,116],"5G":[30,52],"New":[31],"Radio":[32],"(NR)":[33],"Low-Density":[34],"Parity":[35],"Check":[36],"(LDPC)":[37],"help":[40],"them":[41],"meet":[42],"stringent":[44],"requirements":[45],"ultra-reliable":[47],"low-latency":[48],"communications":[49],"(URLLC)":[50],"NR.":[53],"Furthermore,":[54],"enhancements":[55],"modulation":[58,94],"also":[61],"applied":[63],"attempt":[65],"outperform":[67],"complex":[69],"and":[70,91,106],"robust":[71],"Layered":[72,118],"Belief":[73,119],"Propagation":[74,120],"Algorithm":[75,83],"(LBPA)":[76],"using":[77],"lower":[79],"complexity":[80],"Normalized":[81],"Min-Sum":[82],"(NMSA)":[84],"decoder.":[85],"By":[86],"combining":[87],"enhanced":[93],"schemes,":[95],"NMSA":[96],"effectively":[97],"provided":[98],"Eb/N0":[99],"gains":[100],"up":[102,110],"1":[104],"dB":[105],"latency":[107],"reductions":[108],"0.53":[112],"ms":[113],"compared":[114],"conventional":[117],"Algorithm.":[121]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}
