{"id":"https://openalex.org/W4389252454","doi":"https://doi.org/10.1109/tim.2023.3338702","title":"Coupled Quadratic Congruential Random Number Generator-Aided Measurement Matrix Construction","display_name":"Coupled Quadratic Congruential Random Number Generator-Aided Measurement Matrix Construction","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389252454","doi":"https://doi.org/10.1109/tim.2023.3338702"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3338702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3338702","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","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/A5039089172","display_name":"Uyen L. P. Nguyen","orcid":"https://orcid.org/0000-0003-3629-156X"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Uyen L. P. Nguyen","raw_affiliation_strings":["School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-3629-156X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082253182","display_name":"Nhat Nam Phan","orcid":"https://orcid.org/0000-0003-3211-2616"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nhat Nam Phan","raw_affiliation_strings":["School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-3211-2616","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103089234","display_name":"Phuoc Vo Tan","orcid":"https://orcid.org/0000-0002-0146-5497"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Phuoc Vo Tan","raw_affiliation_strings":["School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-0146-5497","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083768445","display_name":"Hien Q. Ta","orcid":"https://orcid.org/0000-0002-9889-4254"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hien Quang Ta","raw_affiliation_strings":["School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-9889-4254","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060875884","display_name":"Lap Luat Nguyen","orcid":"https://orcid.org/0000-0002-2384-0999"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Lap Luat Nguyen","raw_affiliation_strings":["School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-2384-0999","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University, Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"School of Electrical Engineering, International University and Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":0.5508,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60786978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9976999759674072,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8257279992103577},{"id":"https://openalex.org/keywords/restricted-isometry-property","display_name":"Restricted isometry property","score":0.7685929536819458},{"id":"https://openalex.org/keywords/nyquist-rate","display_name":"Nyquist rate","score":0.691188633441925},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.6458014249801636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5944983959197998},{"id":"https://openalex.org/keywords/nyquist\u2013shannon-sampling-theorem","display_name":"Nyquist\u2013Shannon sampling theorem","score":0.5874869227409363},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5629667043685913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49069535732269287},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47133517265319824},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4219702482223511},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.3916556239128113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3739059567451477},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3509054183959961},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.3263265788555145},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1358948051929474},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.09162083268165588},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08391609787940979},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.07522621750831604}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.8257279992103577},{"id":"https://openalex.org/C17902559","wikidata":"https://www.wikidata.org/wiki/Q17099734","display_name":"Restricted isometry property","level":3,"score":0.7685929536819458},{"id":"https://openalex.org/C65914096","wikidata":"https://www.wikidata.org/wiki/Q6273772","display_name":"Nyquist rate","level":4,"score":0.691188633441925},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.6458014249801636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5944983959197998},{"id":"https://openalex.org/C288623","wikidata":"https://www.wikidata.org/wiki/Q679800","display_name":"Nyquist\u2013Shannon sampling theorem","level":2,"score":0.5874869227409363},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5629667043685913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49069535732269287},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47133517265319824},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4219702482223511},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.3916556239128113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3739059567451477},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3509054183959961},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3263265788555145},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1358948051929474},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.09162083268165588},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08391609787940979},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.07522621750831604},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3338702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3338702","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1947282229","https://openalex.org/W1980300788","https://openalex.org/W1984305442","https://openalex.org/W1993784401","https://openalex.org/W2003688737","https://openalex.org/W2013994110","https://openalex.org/W2017761965","https://openalex.org/W2029816571","https://openalex.org/W2030449718","https://openalex.org/W2030719793","https://openalex.org/W2119667497","https://openalex.org/W2120897852","https://openalex.org/W2123629701","https://openalex.org/W2138548210","https://openalex.org/W2140856955","https://openalex.org/W2145096794","https://openalex.org/W2150370646","https://openalex.org/W2164284862","https://openalex.org/W2164452299","https://openalex.org/W2551956255","https://openalex.org/W2746433858","https://openalex.org/W2766246396","https://openalex.org/W2799561125","https://openalex.org/W2963081547","https://openalex.org/W3005613116","https://openalex.org/W3029251452","https://openalex.org/W3039635361","https://openalex.org/W3112391664","https://openalex.org/W3128038183","https://openalex.org/W3149863222","https://openalex.org/W3163865807","https://openalex.org/W3187337306","https://openalex.org/W3199680764","https://openalex.org/W3211887570","https://openalex.org/W4250955649","https://openalex.org/W4300263211","https://openalex.org/W4311225852","https://openalex.org/W4360613812","https://openalex.org/W4365453305","https://openalex.org/W6803382474"],"related_works":["https://openalex.org/W2497512603","https://openalex.org/W2379468505","https://openalex.org/W2071548530","https://openalex.org/W4387870235","https://openalex.org/W2154003813","https://openalex.org/W2210983845","https://openalex.org/W3000185773","https://openalex.org/W2468414543","https://openalex.org/W3001645640","https://openalex.org/W2174932811"],"abstract_inverted_index":{"Compressed":[0],"sensing":[1],"(CS)":[2],"is":[3],"considered":[4],"as":[5],"a":[6,14,19,86,98,183],"practical":[7,197],"signal":[8,16,38,44,47],"processing":[9],"technique":[10],"that":[11,30,52],"can":[12,131],"recover":[13,29],"sparse":[15],"sampled":[17],"by":[18,105,148],"rate":[20,167],"much":[21],"lower":[22],"than":[23],"the":[24,58,63,68,79,83,92,102,115,124,144,156,165,169,175,191],"Nyquist\u2013Shannon":[25],"rate.":[26,94],"To":[27],"successfully":[28],"signal,":[31],"CS":[32,157],"goes":[33],"through":[34],"three":[35],"main":[36],"stages:":[37],"representation,":[39],"measurement":[40,69,72,88,103,145,171],"matrix":[41,73,89,104,146,172],"formation":[42],"to":[43,54,154,182],"compression,":[45],"and":[46,62,129],"reconstruction.":[48,81],"The":[49,71,134,160],"two":[50,118],"conditions":[51],"need":[53],"be":[55,132,152,188],"ensured":[56],"are":[57],"sparsity":[59,176],"of":[60,67,85,117,168,193],"signals":[61],"restricted":[64],"isometry":[65],"property":[66],"matrix.":[70],"plays":[74],"an":[75,180],"important":[76],"role":[77],"in":[78,139,195],"successful":[80],"Indeed,":[82],"design":[84],"good":[87],"will":[90,151,187],"improve":[91],"reconstruction":[93,158,194],"This":[95],"article":[96],"proposes":[97],"method":[99,136,150],"for":[100],"constructing":[101],"using":[106],"coupled":[107],"quadratic":[108,119],"congruential":[109,120],"random":[110,121,125],"number":[111,122],"generator.":[112],"By":[113],"comparing":[114],"inequality":[116],"sequences,":[123],"bit":[126],"sequence":[127],"+1":[128],"\u22121":[130],"generated.":[133],"proposed":[135],"has":[137],"advantages":[138],"efficient/easy":[140],"hardware":[141],"implementation.":[142],"Then,":[143],"formed":[147,170],"this":[149],"proved":[153],"satisfy":[155],"conditions.":[159],"simulation":[161],"results":[162],"also":[163],"show":[164],"recovery":[166],"based":[173],"on":[174],"levels.":[177],"At":[178],"last,":[179],"implementation":[181],"sub-Nyquist":[184],"sampling":[185],"scheme":[186],"presented":[189],"with":[190],"performance":[192],"some":[196],"scenarios.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}