{"id":"https://openalex.org/W2560171128","doi":"https://doi.org/10.1109/wincom.2016.7777205","title":"A cross-validation based semi-analytical performance evaluation for high order modulations","display_name":"A cross-validation based semi-analytical performance evaluation for high order modulations","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2560171128","doi":"https://doi.org/10.1109/wincom.2016.7777205","mag":"2560171128"},"language":"en","primary_location":{"id":"doi:10.1109/wincom.2016.7777205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom.2016.7777205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"},"type":"preprint","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/A5084263922","display_name":"Mohamed Et\u2010tolba","orcid":"https://orcid.org/0000-0002-0544-8619"},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Mohamed Et-tolba","raw_affiliation_strings":["Department of Communication Systems, INPT 2 Av, Rabat, Morocco","Institut National des Postes et T\u00e9l\u00e9communications [Rabat]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication Systems, INPT 2 Av, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]},{"raw_affiliation_string":"Institut National des Postes et T\u00e9l\u00e9communications [Rabat]","institution_ids":["https://openalex.org/I4210153527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062830423","display_name":"Fatima Ezzahra Naamane","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fatima Ezzahra Naamane","raw_affiliation_strings":["Department of Communication Networks, ENSIAS Av., Rabat, Morocco","Ecole Nationale Sup\u00e9rieure d'Informatique et d'Analyses des Syst\u00e8mes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication Networks, ENSIAS Av., Rabat, Morocco","institution_ids":[]},{"raw_affiliation_string":"Ecole Nationale Sup\u00e9rieure d'Informatique et d'Analyses des Syst\u00e8mes","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106466181","display_name":"Samir Saoudi","orcid":"https://orcid.org/0000-0002-3220-6754"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Samir Saoudi","raw_affiliation_strings":["Department of Signal and Communications, Telecom Bretagne Technop\u00f4le, Brest Cedex3, CS, France","D\u00e9partement Signal et Communications","Lab-STICC_TB_CACS_COM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal and Communications, Telecom Bretagne Technop\u00f4le, Brest Cedex3, CS, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"D\u00e9partement Signal et Communications","institution_ids":[]},{"raw_affiliation_string":"Lab-STICC_TB_CACS_COM","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084263922"],"corresponding_institution_ids":["https://openalex.org/I4210153527"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13582863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"53","issue":null,"first_page":"140","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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":0.9990000128746033,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.7679994106292725},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6786090135574341},{"id":"https://openalex.org/keywords/qam","display_name":"QAM","score":0.559298038482666},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5509891510009766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5417197346687317},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5312898755073547},{"id":"https://openalex.org/keywords/pulse-amplitude-modulation","display_name":"Pulse-amplitude modulation","score":0.4851158857345581},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.4758831262588501},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.462038516998291},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.43055999279022217},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.39366135001182556},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2513733506202698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22979840636253357},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2083803415298462},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.17230331897735596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09453177452087402},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.07004523277282715},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06902754306793213}],"concepts":[{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.7679994106292725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6786090135574341},{"id":"https://openalex.org/C59030546","wikidata":"https://www.wikidata.org/wiki/Q7265371","display_name":"QAM","level":5,"score":0.559298038482666},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5509891510009766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5417197346687317},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5312898755073547},{"id":"https://openalex.org/C20518276","wikidata":"https://www.wikidata.org/wiki/Q186130","display_name":"Pulse-amplitude modulation","level":4,"score":0.4851158857345581},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.4758831262588501},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.462038516998291},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.43055999279022217},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.39366135001182556},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2513733506202698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22979840636253357},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2083803415298462},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.17230331897735596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09453177452087402},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.07004523277282715},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06902754306793213},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wincom.2016.7777205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom.2016.7777205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01487066v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01487066","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WINCOM 2016 : International Conference on Wireless Networks and Mobile Communications, Oct 2016, Fez, Morocco. pp.140 - 145, &#x27E8;10.1109/WINCOM.2016.7777205&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W279087175","https://openalex.org/W824811615","https://openalex.org/W1489950266","https://openalex.org/W1512063313","https://openalex.org/W1540375479","https://openalex.org/W1966919163","https://openalex.org/W2004130668","https://openalex.org/W2009147117","https://openalex.org/W2021332735","https://openalex.org/W2021396690","https://openalex.org/W2095802091","https://openalex.org/W2104662607","https://openalex.org/W2137224260","https://openalex.org/W2798333393","https://openalex.org/W2963512953","https://openalex.org/W4295111190","https://openalex.org/W6630596235","https://openalex.org/W6651332465","https://openalex.org/W6741833390","https://openalex.org/W7018733341"],"related_works":["https://openalex.org/W4390873927","https://openalex.org/W2159438609","https://openalex.org/W2900995485","https://openalex.org/W2147334234","https://openalex.org/W3196902411","https://openalex.org/W2139936226","https://openalex.org/W3026565890","https://openalex.org/W2064534496","https://openalex.org/W1526007253","https://openalex.org/W2384946145"],"abstract_inverted_index":{"Higher":[0],"order":[1],"quadrature":[2],"amplitude":[3,57],"modulation":[4,132],"(HOQAM)":[5],"is":[6,49,75,99,147],"one":[7],"of":[8,40,54,140],"the":[9,38,61,79,102],"key":[10],"technologies":[11],"used":[12],"in":[13,24,109,138],"advanced":[14],"mobile":[15],"communication":[16],"systems":[17],"to":[18,37,77],"achieve":[19],"high":[20,68],"data":[21],"rates.":[22],"However,":[23],"such":[25],"systems,":[26],"performance":[27,90],"evaluation":[28,91],"can":[29],"be":[30],"very":[31,67],"complicated":[32],"and":[33,124,142],"time":[34],"consuming":[35],"due":[36],"increase":[39],"constellation":[41,69],"size.":[42],"As":[43],"a":[44,46,52,88,94],"solution,":[45],"QAM":[47],"scheme":[48],"seen":[50],"as":[51],"combination":[53],"two":[55],"pulse":[56],"modulations":[58],"(PAM).":[59],"Nevertheless,":[60],"system":[62,81],"remains":[63],"complex":[64],"especially":[65],"with":[66,112,150],"sizes.":[70],"Therefore,":[71],"Monte-Carlo":[72],"simulation":[73],"method":[74],"impractical":[76],"obtain":[78],"expected":[80],"performance.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"propose":[87],"semi-analytical":[89,119,125],"methodology":[92],"for":[93,130],"PAM":[95],"modulation.":[96],"Our":[97],"approach":[98],"based":[100],"on":[101],"probability":[103,122,128],"density":[104],"estimation":[105],"using":[106],"kernel":[107],"technique":[108,146],"joint":[110],"application":[111],"cross-validation":[113],"(CV)":[114],"criterion.":[115],"We":[116],"derive":[117],"both":[118],"symbol":[120],"error":[121,127,152],"(SEP)":[123],"bit":[126],"(BEP)":[129],"several":[131],"schemes.":[133],"Simulation":[134],"results":[135],"show":[136],"that,":[137],"terms":[139],"SEP":[141],"BEP":[143],"metrics,":[144],"our":[145],"accurate":[148],"compared":[149],"theoretical":[151],"probabilities.":[153]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
