{"id":"https://openalex.org/W2013662257","doi":"https://doi.org/10.1109/i2mtc.2013.6555721","title":"Performance analysis of OMP algorithm in recovering magnitude decaying sparse signals in compressive sensing","display_name":"Performance analysis of OMP algorithm in recovering magnitude decaying sparse signals in compressive sensing","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2013662257","doi":"https://doi.org/10.1109/i2mtc.2013.6555721","mag":"2013662257"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc.2013.6555721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2013.6555721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5102859755","display_name":"Jia Li","orcid":"https://orcid.org/0000-0003-4411-6614"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jia Li","raw_affiliation_strings":["Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055119440","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0002-9654-0268"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009129294","display_name":"Yi Shen","orcid":"https://orcid.org/0000-0002-3198-1927"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Shen","raw_affiliation_strings":["Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100604098","display_name":"Bo Li","orcid":"https://orcid.org/0000-0003-3950-2019"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102859755"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.3455,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61264942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1781","last_page":"1785"},"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":0.9991999864578247,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.9139972925186157},{"id":"https://openalex.org/keywords/magnitude","display_name":"Magnitude (astronomy)","score":0.7827515602111816},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6810789704322815},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.676990807056427},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6141255497932434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109722256660461},{"id":"https://openalex.org/keywords/basis-pursuit","display_name":"Basis pursuit","score":0.602343738079071},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.527773380279541},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.47501954436302185},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.4712674617767334},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4709526002407074},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.37426817417144775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36209625005722046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3122893273830414},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1682204008102417},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1024526059627533},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09511631727218628}],"concepts":[{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.9139972925186157},{"id":"https://openalex.org/C126691448","wikidata":"https://www.wikidata.org/wiki/Q2028919","display_name":"Magnitude (astronomy)","level":2,"score":0.7827515602111816},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6810789704322815},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.676990807056427},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6141255497932434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109722256660461},{"id":"https://openalex.org/C99217422","wikidata":"https://www.wikidata.org/wiki/Q4867576","display_name":"Basis pursuit","level":4,"score":0.602343738079071},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.527773380279541},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.47501954436302185},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.4712674617767334},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4709526002407074},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.37426817417144775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36209625005722046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3122893273830414},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1682204008102417},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1024526059627533},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09511631727218628},{"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc.2013.6555721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2013.6555721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1527917680","https://openalex.org/W1974198688","https://openalex.org/W2018324106","https://openalex.org/W2028878677","https://openalex.org/W2059024629","https://openalex.org/W2078204800","https://openalex.org/W2102199602","https://openalex.org/W2119035041","https://openalex.org/W2123023890","https://openalex.org/W2127271355","https://openalex.org/W2134474909","https://openalex.org/W2160979406","https://openalex.org/W2296616510","https://openalex.org/W2328940891","https://openalex.org/W2380098857","https://openalex.org/W2954811775","https://openalex.org/W2963322354","https://openalex.org/W4250955649","https://openalex.org/W4285719527","https://openalex.org/W6631772773"],"related_works":["https://openalex.org/W2378166785","https://openalex.org/W2169904627","https://openalex.org/W2382972663","https://openalex.org/W4385694579","https://openalex.org/W2388133936","https://openalex.org/W2436826437","https://openalex.org/W2340242818","https://openalex.org/W2465351041","https://openalex.org/W2103001330","https://openalex.org/W2946877649"],"abstract_inverted_index":{"The":[0,83],"sparse":[1,30,95,101],"signal":[2,31,80,96],"recovery":[3],"has":[4],"been":[5],"the":[6,18,48,56,61,71,74,79],"subject":[7],"of":[8,20,37,50,76,92],"extensive":[9],"research":[10],"in":[11,26,32,52],"several":[12],"different":[13,98],"communities.":[14],"This":[15],"paper":[16],"analyzes":[17],"performance":[19,75],"orthogonal":[21],"matching":[22],"pursuit":[23],"(OMP)":[24],"algorithm":[25],"recovering":[27,93],"magnitude":[28,62,81,99],"decaying":[29,63,100],"compressive":[33],"sensing.":[34],"A":[35],"concept":[36],"Peak":[38],"Signal":[39],"Interference":[40],"Ratio":[41],"(PSIR)":[42],"is":[43,65],"defined":[44],"which":[45,69],"relates":[46],"to":[47],"identification":[49],"atoms":[51],"OMP":[53,77],"algorithm.":[54],"Moreover,":[55],"relationship":[57],"between":[58,73],"PSIR":[59],"and":[60,67,78,97],"rate":[64],"given":[66],"analyzed,":[68],"bridges":[70],"gap":[72],"property.":[82],"aforementioned":[84],"result":[85],"can":[86],"be":[87],"verified":[88],"through":[89],"experimental":[90],"simulation":[91],"Zero-one":[94],"signals.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
