{"id":"https://openalex.org/W2022979445","doi":"https://doi.org/10.1109/milcom.2011.6127533","title":"GBCS: A two-step compressive sensing reconstruction based on group testing and basis pursuit","display_name":"GBCS: A two-step compressive sensing reconstruction based on group testing and basis pursuit","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2022979445","doi":"https://doi.org/10.1109/milcom.2011.6127533","mag":"2022979445"},"language":"en","primary_location":{"id":"doi:10.1109/milcom.2011.6127533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom.2011.6127533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 - MILCOM 2011 Military 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/A5086618389","display_name":"Ali Talari","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ali Talari","raw_affiliation_strings":["Oklahoma State University, Stillwater, OK, USA","Oklahoma State University, Stillwater 74078, USA"],"affiliations":[{"raw_affiliation_string":"Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]},{"raw_affiliation_string":"Oklahoma State University, Stillwater 74078, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109495751","display_name":"Nazanin Rahnavard","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nazanin Rahnavard","raw_affiliation_strings":["Oklahoma State University, Stillwater, OK, USA","Oklahoma State University, Stillwater 74078, USA"],"affiliations":[{"raw_affiliation_string":"Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]},{"raw_affiliation_string":"Oklahoma State University, Stillwater 74078, USA","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086618389"],"corresponding_institution_ids":["https://openalex.org/I115475287"],"apc_list":null,"apc_paid":null,"fwci":1.3781,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8039683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"162"},"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.8110522031784058},{"id":"https://openalex.org/keywords/basis-pursuit","display_name":"Basis pursuit","score":0.7187968492507935},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.6507525444030762},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.6492772102355957},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.6443730592727661},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.535666823387146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5312036871910095},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.4809943437576294},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4732910990715027},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4417021870613098},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4201950430870056},{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.4133108854293823},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.30798453092575073},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2939809560775757},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.061534374952316284}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.8110522031784058},{"id":"https://openalex.org/C99217422","wikidata":"https://www.wikidata.org/wiki/Q4867576","display_name":"Basis pursuit","level":4,"score":0.7187968492507935},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.6507525444030762},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.6492772102355957},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.6443730592727661},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.535666823387146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5312036871910095},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.4809943437576294},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4732910990715027},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4417021870613098},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4201950430870056},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.4133108854293823},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.30798453092575073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2939809560775757},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.061534374952316284},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom.2011.6127533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom.2011.6127533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 - MILCOM 2011 Military Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1654257729","https://openalex.org/W1986931325","https://openalex.org/W1988569331","https://openalex.org/W2029268759","https://openalex.org/W2033375925","https://openalex.org/W2078204800","https://openalex.org/W2100068253","https://openalex.org/W2107086875","https://openalex.org/W2127271355","https://openalex.org/W2134499105","https://openalex.org/W2135859872","https://openalex.org/W2140466267","https://openalex.org/W2165045008","https://openalex.org/W2296125569","https://openalex.org/W2296616510","https://openalex.org/W4250955649","https://openalex.org/W6657651502"],"related_works":["https://openalex.org/W2388133936","https://openalex.org/W2067878805","https://openalex.org/W1992008660","https://openalex.org/W2116148865","https://openalex.org/W2086419783","https://openalex.org/W4243379378","https://openalex.org/W1983115982","https://openalex.org/W2436826437","https://openalex.org/W2160547390","https://openalex.org/W2381127329"],"abstract_inverted_index":{"Compressive":[0],"sensing":[1],"(CS)":[2],"reconstruction":[3,54,94,145],"algorithms":[4,31,121],"can":[5],"recover":[6],"a":[7,22,103],"signal":[8,17,149],"from":[9],"its":[10],"undersampled":[11],"random":[12,137],"projections":[13,138],"given":[14],"that":[15,117,132],"the":[16,58,73,77,81,84,134,148,151],"is":[18,139,155],"sparse":[19,23,127],"or":[20],"has":[21],"representation":[24],"in":[25],"some":[26],"appropriate":[27],"transform":[28],"domain.":[29],"These":[30],"are":[32],"grouped":[33],"into":[34],"three":[35],"main":[36],"categories:":[37],"group-testing":[38,91,144],"based,":[39],"greedy":[40],"methods,":[41],"and":[42,52,80,96,112,115,125,150],"linear":[43],"programming":[44],"based.":[45],"The":[46],"two":[47],"former":[48,78],"have":[49],"lower":[50,53],"complexities":[51],"performance":[55],"compared":[56],"to":[57,99],"latter.":[59,85],"In":[60],"this":[61],"paper,":[62],"we":[63,87,130],"propose":[64,98],"group":[65],"testing":[66],"basis":[67,105],"pursuit":[68,106],"CS":[69,93,108],"(GBCS),":[70],"which":[71],"exploits":[72],"low":[74],"complexity":[75],"of":[76,83,136],"category":[79],"accuracy":[82],"First,":[86],"design":[88,111],"an":[89],"efficient":[90],"based":[92],"algorithm":[95],"then":[97],"integrate":[100],"it":[101,118],"with":[102],"regular":[104],"(BP)":[107],"reconstruction.":[109],"We":[110],"analyze":[113],"GBCS":[114],"show":[116,131],"surpasses":[119],"existing":[120],"for":[122,153],"noiseless":[123],"measurements":[124],"absolutely":[126],"signals.":[128],"Further,":[129],"if":[133],"number":[135],"large":[140],"enough":[141],"our":[142],"designed":[143],"fully":[146],"recovers":[147],"need":[152],"BP":[154],"eliminated.":[156]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
