{"id":"https://openalex.org/W4392153514","doi":"https://doi.org/10.1109/globecom54140.2023.10437282","title":"A Robust Perceiver-Based Automatic Modulation Classification for the Next-Generation of Wireless Communication Networks","display_name":"A Robust Perceiver-Based Automatic Modulation Classification for the Next-Generation of Wireless Communication Networks","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392153514","doi":"https://doi.org/10.1109/globecom54140.2023.10437282"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5114130267","display_name":"Ahmed Alhammadi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Ahmed Alhammadi","raw_affiliation_strings":["Technology Innovative Institute,Abu Dhabi,UAE","Technology Innovative Institute, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Technology Innovative Institute,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210087059"]},{"raw_affiliation_string":"Technology Innovative Institute, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062807150","display_name":"Shimaa Naser","orcid":"https://orcid.org/0000-0002-2941-9337"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Shimaa A. Naser","raw_affiliation_strings":["Khalifa University,Abu Dhabi,UAE","Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Khalifa University,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004034156","display_name":"Sami Muhaidat","orcid":"https://orcid.org/0000-0003-4649-9399"},"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"]},{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE","CA"],"is_corresponding":false,"raw_author_name":"Sami Muhaidat","raw_affiliation_strings":["Khalifa University,Abu Dhabi,UAE","Carleton University, Ottawa, Canada","Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Khalifa University,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114130267"],"corresponding_institution_ids":["https://openalex.org/I4210087059"],"apc_list":null,"apc_paid":null,"fwci":0.1746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6024476,"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":"2930","last_page":"2936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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"}},{"id":"https://openalex.org/T10891","display_name":"Radar Systems and Signal Processing","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7129484415054321},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6305087208747864},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4678754508495331},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4295786917209625},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3215301036834717},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24420562386512756}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7129484415054321},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6305087208747864},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4678754508495331},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4295786917209625},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3215301036834717},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24420562386512756}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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":17,"referenced_works":["https://openalex.org/W2005956500","https://openalex.org/W2042272696","https://openalex.org/W2055224708","https://openalex.org/W2130014182","https://openalex.org/W2170778725","https://openalex.org/W2741230443","https://openalex.org/W2773170971","https://openalex.org/W2884089434","https://openalex.org/W2892154397","https://openalex.org/W2901654183","https://openalex.org/W2912290085","https://openalex.org/W2917677817","https://openalex.org/W2953143151","https://openalex.org/W3104028856","https://openalex.org/W3155899199","https://openalex.org/W4385245566","https://openalex.org/W6790830454"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Automatic":[0],"modulation":[1,21,153],"classification":[2,140],"(AMC)":[3],"is":[4,30,122],"an":[5],"indispensable":[6],"part":[7],"of":[8,20,25,115,166],"intelligent":[9],"receivers":[10],"in":[11,35,56,81,138,175],"modern":[12],"wireless":[13,176],"communication":[14,177],"systems.":[15,178],"AMC":[16,57,89,146,174],"enables":[17],"blind":[18],"identification":[19],"without":[22],"prior":[23],"knowledge":[24],"the":[26,93,116,127,139,164,167],"signal":[27],"parameters,":[28],"which":[29,97],"a":[31,86,135,144],"challenging":[32],"task,":[33],"particularly":[34,148],"practical":[36,157],"scenarios":[37],"with":[38,71],"severe":[39],"multipath":[40],"fading,":[41],"frequency-selective":[42],"and":[43,61,75,100,107,111,124,155,172],"time-varying":[44],"channels.":[45],"Although":[46],"deep":[47],"learning":[48],"techniques":[49],"have":[50],"been":[51],"shown":[52],"to":[53,69,104,143],"be":[54,67],"efficient":[55,173],"tasks,":[58],"traditional":[59],"convolutional":[60],"recurrent":[62],"neural":[63],"networks":[64],"may":[65],"not":[66],"able":[68],"cope":[70],"complex-valued":[72,109],"input":[73],"signals":[74],"large-scale":[76],"datasets.":[77],"Motivated":[78],"by":[79],"this,":[80],"this":[82],"paper,":[83],"we":[84],"propose":[85],"novel":[87],"perceiver-based":[88],"architecture":[90,169],"that":[91],"leverages":[92],"recently":[94],"introduced":[95],"Perceiver,":[96],"combines":[98],"cross-attention":[99],"latent":[101],"transformer":[102],"modules,":[103],"efficiently":[105],"process":[106],"classify":[108],"in-phase":[110],"quadrature":[112,151],"(IQ)":[113],"samples":[114],"received":[117],"signal.":[118],"The":[119],"proposed":[120],"model":[121],"trained":[123],"evaluated":[125],"on":[126],"DeepSig":[128],"2018":[129],"RadioML":[130],"dataset.":[131],"Simulation":[132],"results":[133],"demonstrate":[134],"significant":[136],"improvement":[137],"accuracy":[141],"compared":[142],"ResNet-based":[145],"model,":[147],"for":[149,170],"higher-order":[150],"amplitude":[152],"(QAM)":[154],"under":[156],"signal-to-noise":[158],"ratio":[159],"values.":[160],"These":[161],"findings":[162],"indicate":[163],"potential":[165],"perceiver":[168],"robust":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}