{"id":"https://openalex.org/W2783768118","doi":"https://doi.org/10.1109/icuwb.2017.8251001","title":"Joint sparsity recovery for compressive sensing based EEG system","display_name":"Joint sparsity recovery for compressive sensing based EEG system","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2783768118","doi":"https://doi.org/10.1109/icuwb.2017.8251001","mag":"2783768118"},"language":"en","primary_location":{"id":"doi:10.1109/icuwb.2017.8251001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icuwb.2017.8251001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 17th International Conference on Ubiquitous Wireless Broadband (ICUWB)","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/A5069609009","display_name":"Hamza Djelouat","orcid":"https://orcid.org/0000-0002-1627-0158"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Hamza Djelouat","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046803269","display_name":"Hamza Baali","orcid":"https://orcid.org/0000-0001-5157-0044"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Hamza Baali","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042805664","display_name":"Abbes Amira","orcid":"https://orcid.org/0000-0003-1652-0492"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Abbes Amira","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041045029","display_name":"Fay\u00e7al Bensaali","orcid":"https://orcid.org/0000-0002-9273-4735"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Faycal Bensaali","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069609009"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":1.9208,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85455789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9966999888420105,"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/compressed-sensing","display_name":"Compressed sensing","score":0.9093177318572998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.797187328338623},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.567557692527771},{"id":"https://openalex.org/keywords/nyquist-rate","display_name":"Nyquist rate","score":0.5204522609710693},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4878413677215576},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4719875156879425},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.45422226190567017},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45193564891815186},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4449623227119446},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4127342700958252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3336098790168762},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.22536581754684448},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.22331830859184265},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15604519844055176},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10740819573402405},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10677871108055115}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.9093177318572998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797187328338623},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.567557692527771},{"id":"https://openalex.org/C65914096","wikidata":"https://www.wikidata.org/wiki/Q6273772","display_name":"Nyquist rate","level":4,"score":0.5204522609710693},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4878413677215576},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4719875156879425},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.45422226190567017},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45193564891815186},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4449623227119446},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4127342700958252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3336098790168762},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.22536581754684448},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.22331830859184265},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15604519844055176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10740819573402405},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10677871108055115},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icuwb.2017.8251001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icuwb.2017.8251001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 17th International Conference on Ubiquitous Wireless Broadband (ICUWB)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/12771","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/12771","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1586340329","https://openalex.org/W1848264314","https://openalex.org/W1965879699","https://openalex.org/W1986650185","https://openalex.org/W1986920288","https://openalex.org/W1986931325","https://openalex.org/W1995513458","https://openalex.org/W2015418199","https://openalex.org/W2044116742","https://openalex.org/W2044628510","https://openalex.org/W2103955025","https://openalex.org/W2119667497","https://openalex.org/W2126301071","https://openalex.org/W2127271355","https://openalex.org/W2128495200","https://openalex.org/W2134207998","https://openalex.org/W2145096794","https://openalex.org/W2151693816","https://openalex.org/W2160979406","https://openalex.org/W2172186697","https://openalex.org/W2289917018","https://openalex.org/W2296616510","https://openalex.org/W2345396396","https://openalex.org/W3102346569","https://openalex.org/W4250955649","https://openalex.org/W6635270374"],"related_works":["https://openalex.org/W2889294138","https://openalex.org/W4250067459","https://openalex.org/W2786561765","https://openalex.org/W2005032074","https://openalex.org/W2356275480","https://openalex.org/W2520516827","https://openalex.org/W2497512603","https://openalex.org/W3030866127","https://openalex.org/W2071548530","https://openalex.org/W2938042419"],"abstract_inverted_index":{"The":[0],"last":[1],"decade":[2],"has":[3],"witnessed":[4],"tremendous":[5],"efforts":[6],"to":[7,15,31,99,172,180],"shape":[8],"the":[9,25,44,66,104,127,155,158,174,177,182,187,190],"internet":[10],"of":[11,27,46,54,103,129,161,176,189],"thing":[12],"(IoT)":[13],"platforms":[14,30,48],"be":[16,72,115],"well":[17,95,166],"suited":[18],"for":[19,132,136],"healthcare":[20],"applications.":[21],"These":[22],"applications":[23],"involve":[24],"deployment":[26,45],"remote":[28],"monitoring":[29],"collect":[32],"different":[33],"information":[34],"about":[35],"several":[36,50],"vital":[37,133],"signs":[38],"such":[39,79],"as":[40,80,149,165,167],"electroencephalogram":[41],"(EEG).":[42],"However,":[43],"these":[47],"faces":[49],"limitations":[51],"in":[52,106],"terms":[53],"high":[55],"power":[56],"consumption":[57,63],"and":[58],"system":[59,112],"complexity.":[60],"High":[61],"energy":[62],"associated":[64],"with":[65],"continuous":[67],"wireless":[68],"data":[69,105],"transmission":[70],"can":[71,114],"optimized":[73],"by":[74,117],"exploring":[75],"efficient":[76],"compression":[77],"techniques":[78],"compressive":[81],"sensing":[82,97,122],"(CS).":[83],"CS":[84],"is":[85],"an":[86,142],"emerging":[87],"theory":[88],"that":[89],"enables":[90],"a":[91,137,150,168],"compressed":[92],"acquisition":[93,135],"using":[94,118],"chosen":[96],"matrices":[98],"take":[100],"random":[101],"projections":[102],"sub-Nyquist":[107],"sampling":[108],"rates.":[109],"In":[110,153],"addition,":[111,154],"complexity":[113],"reduced":[116],"hardware":[119],"friendly":[120],"structured":[121],"matrices.":[123],"This":[124],"paper":[125,156],"quantifies":[126],"performance":[128],"CS-based":[130],"scheme":[131],"sign":[134],"connected":[138],"health":[139],"application":[140],"over":[141],"IoT":[143],"platform":[144],"taking":[145],"multi-channel":[146,162],"EEG":[147,163,178],"signals":[148,164],"case":[151],"study.":[152],"exploits":[157],"joint":[159],"sparsity":[160,175],"designed":[169],"sparsifying":[170],"basis":[171],"increase":[173,186],"signal":[179],"improve":[181],"reconstruction":[183],"quality,":[184],"hence,":[185],"efficiency":[188],"system.":[191]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-01-26T00:00:00"}
