{"id":"https://openalex.org/W3108839769","doi":"https://doi.org/10.1109/mcom.001.1900713","title":"NOMA-Based IoT Networks: Impulsive Noise Effects and Mitigation","display_name":"NOMA-Based IoT Networks: Impulsive Noise Effects and Mitigation","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3108839769","doi":"https://doi.org/10.1109/mcom.001.1900713","mag":"3108839769"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.1900713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.1900713","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-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/A5075229860","display_name":"Bassant Selim","orcid":"https://orcid.org/0000-0003-4569-6817"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bassant Selim","raw_affiliation_strings":["Carleton University, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007191993","display_name":"Md Sahabul Alam","orcid":"https://orcid.org/0000-0002-5810-8108"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Md Sahabul Alam","raw_affiliation_strings":["Carleton University, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086144625","display_name":"Jo\u00e3o V. C. Evangelista","orcid":"https://orcid.org/0000-0003-3842-8662"},"institutions":[{"id":"https://openalex.org/I49663120","display_name":"Universit\u00e9 du Qu\u00e9bec","ror":"https://ror.org/010gxg263","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joao V. C. Evangelista","raw_affiliation_strings":["University of Quebec, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Quebec, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I49663120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032243366","display_name":"Georges Kaddoum","orcid":"https://orcid.org/0000-0002-5025-6624"},"institutions":[{"id":"https://openalex.org/I49663120","display_name":"Universit\u00e9 du Qu\u00e9bec","ror":"https://ror.org/010gxg263","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Georges Kaddoum","raw_affiliation_strings":["University of Quebec, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Quebec, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I49663120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011863516","display_name":"Basile L. Agba","orcid":"https://orcid.org/0000-0003-2284-6026"},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Basile L. Agba","raw_affiliation_strings":["Hydro-Quebec Research Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydro-Quebec Research Institute","institution_ids":["https://openalex.org/I47099075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7254,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.90976963,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"58","issue":"11","first_page":"69","last_page":"75"},"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9957000017166138,"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/T11873","display_name":"PAPR reduction in OFDM","score":0.9873999953269958,"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/computer-science","display_name":"Computer science","score":0.8392393589019775},{"id":"https://openalex.org/keywords/noma","display_name":"Noma","score":0.6951939463615417},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.5315446853637695},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5162737369537354},{"id":"https://openalex.org/keywords/impulse-noise","display_name":"Impulse noise","score":0.49542462825775146},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.47457078099250793},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45875099301338196},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.44738060235977173},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.4405052363872528},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4388274848461151},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.348190039396286},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33999988436698914},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.31509166955947876},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.30985313653945923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.143837571144104},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.11117103695869446},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09162190556526184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8392393589019775},{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.6951939463615417},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.5315446853637695},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5162737369537354},{"id":"https://openalex.org/C127372701","wikidata":"https://www.wikidata.org/wiki/Q16979398","display_name":"Impulse noise","level":3,"score":0.49542462825775146},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.47457078099250793},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45875099301338196},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.44738060235977173},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.4405052363872528},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4388274848461151},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.348190039396286},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33999988436698914},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.31509166955947876},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.30985313653945923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.143837571144104},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.11117103695869446},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09162190556526184},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.001.1900713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.1900713","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:espace2.etsmtl.ca:22087","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/22087/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1981066887","https://openalex.org/W2141412829","https://openalex.org/W2145522405","https://openalex.org/W2157903917","https://openalex.org/W2522847968","https://openalex.org/W2795271109","https://openalex.org/W2898277434","https://openalex.org/W2907567482","https://openalex.org/W2908297746","https://openalex.org/W2910077115","https://openalex.org/W2952847122","https://openalex.org/W2964121744","https://openalex.org/W2998096899","https://openalex.org/W3009139277","https://openalex.org/W3011740449","https://openalex.org/W3101450547","https://openalex.org/W3105369090","https://openalex.org/W6750438714"],"related_works":["https://openalex.org/W3030525848","https://openalex.org/W4385197910","https://openalex.org/W2293822216","https://openalex.org/W3114372513","https://openalex.org/W4318262205","https://openalex.org/W3007170335","https://openalex.org/W2963158738","https://openalex.org/W4299712621","https://openalex.org/W4381744901","https://openalex.org/W3173917802"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,5,47,63,124,130,152,208],"the":[3,21,44,87,93,110,119,128,149,153,164,169,181,206],"Internet":[4],"Things":[6],"(IoT)":[7],"presents":[8],"important":[9],"challenges":[10,199],"for":[11,143],"future":[12],"radio":[13],"networks.":[14,133],"Non-orthogonal":[15],"multiple":[16],"access":[17],"(NOMA),":[18],"which":[19],"allows":[20],"network":[22],"to":[23,75,83,86,102,162,179,203],"support":[24,43],"more":[25,106],"than":[26],"one":[27],"user":[28],"per":[29],"orthogonal":[30],"resource":[31],"element,":[32],"was":[33],"recently":[34],"proposed":[35],"as":[36,76],"a":[37,104,136,158],"promising":[38],"solution":[39],"that":[40,67,200],"can":[41,175],"ultimately":[42],"daunting":[45],"requirements":[46],"such":[48,98],"networks":[49],"including":[50],"massive":[51],"connectivity,":[52],"high":[53],"spectral":[54],"efficiency,":[55],"and":[56,122,198],"low":[57],"latency.":[58],"Nevertheless,":[59],"numerous":[60],"ultra-high-reliability":[61],"applications":[62],"IoT":[64,132],"present":[65],"environments":[66],"are":[68,201],"hampered":[69],"by":[70],"impulsive":[71,77,125,165,211],"electromagnetic":[72],"interference,":[73],"referred":[74],"noise.":[78],"Such":[79],"noise":[80,99,126,166],"is":[81,100],"known":[82],"cause":[84],"degradation":[85,121],"overall":[88],"system":[89,111],"performance.":[90,112],"Moreover,":[91],"given":[92],"non-orthogonal":[94],"multiplexing":[95],"in":[96,127,210],"NOMA,":[97],"expected":[101,202],"have":[103],"relatively":[105],"pronounced":[107],"impact":[108],"on":[109,118,195],"Therefore,":[113],"this":[114,191],"article":[115],"sheds":[116,193],"light":[117,194],"performance":[120],"mitigation":[123],"context":[129],"NOMA-based":[131],"It":[134],"proposes":[135],"multistage":[137],"nonlinear":[138],"processing":[139],"approach":[140,161],"specifically":[141],"designed":[142],"OFDM-based":[144],"PDM-NOMA":[145],"systems.":[146],"To":[147],"obtain":[148],"optimum":[150],"threshold":[151,184],"corresponding":[154,182],"users,":[155],"we":[156],"propose":[157],"deep":[159],"learning":[160],"estimate":[163],"parameters":[167],"from":[168],"received":[170],"OFDM":[171],"symbol.":[172],"This":[173],"information":[174],"consequently":[176],"be":[177],"used":[178],"evaluate":[180],"optimal":[183],"using":[185],"Siegert's":[186],"ideal":[187],"observer":[188],"criterion.":[189],"Finally,":[190],"work":[192],"potential":[196],"opportunities":[197],"arise":[204],"during":[205],"implementation":[207],"NOMA":[209],"environments.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
