{"id":"https://openalex.org/W3006039159","doi":"https://doi.org/10.1109/menacomm46666.2019.8988557","title":"Prediction Based Method for Faster Compressive Sensing Reconstruction Using OMP","display_name":"Prediction Based Method for Faster Compressive Sensing Reconstruction Using OMP","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3006039159","doi":"https://doi.org/10.1109/menacomm46666.2019.8988557","mag":"3006039159"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm46666.2019.8988557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5005390519","display_name":"Pranav Dave","orcid":"https://orcid.org/0000-0002-3879-5115"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranav Dave","raw_affiliation_strings":["Department of Electronics & Communication, Malaviya National Institute of Technology, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication, Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005876655","display_name":"Amit M. Joshi","orcid":"https://orcid.org/0000-0001-7919-1652"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Joshi","raw_affiliation_strings":["Department of Electronics & Communication, Malaviya National Institute of Technology, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication, Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":61},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":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":0.9976,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9928,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.6631436},{"id":"https://openalex.org/keywords/reconstruction-algorithm","display_name":"Reconstruction algorithm","score":0.5232103},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4958578},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.48199266},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4322958}],"concepts":[{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.8911834},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7526235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.737337},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.6631436},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.63451695},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.59953344},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.59885067},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.58208764},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5635696},{"id":"https://openalex.org/C2779898584","wikidata":"https://www.wikidata.org/wiki/Q7820109","display_name":"Reconstruction algorithm","level":3,"score":0.5232103},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4958578},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.48199266},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.4763482},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.45091963},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.44395143},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.43335843},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4322958},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.36282897},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33112967},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.32948485},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.31668413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22091919},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.14086863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1203123},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.10563466},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07121208},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm46666.2019.8988557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":25,"referenced_works":["https://openalex.org/W1485721176","https://openalex.org/W1514519405","https://openalex.org/W1536628953","https://openalex.org/W2010747358","https://openalex.org/W2040549255","https://openalex.org/W2042245048","https://openalex.org/W2085452113","https://openalex.org/W2085917592","https://openalex.org/W2107971525","https://openalex.org/W2171161262","https://openalex.org/W2353809413","https://openalex.org/W2530114754","https://openalex.org/W2573864534","https://openalex.org/W2618157045","https://openalex.org/W2767521713","https://openalex.org/W2784141616","https://openalex.org/W2790113131","https://openalex.org/W2793783688","https://openalex.org/W2810569145","https://openalex.org/W2921936521","https://openalex.org/W2933136312","https://openalex.org/W2942341162","https://openalex.org/W2963033110","https://openalex.org/W2963199294","https://openalex.org/W3212896302"],"related_works":["https://openalex.org/W4200575023","https://openalex.org/W2946877649","https://openalex.org/W2465351041","https://openalex.org/W2388133936","https://openalex.org/W2382972663","https://openalex.org/W2378166785","https://openalex.org/W2340242818","https://openalex.org/W2103001330","https://openalex.org/W2012574959","https://openalex.org/W1555738523"],"abstract_inverted_index":{"Orthogonal":[0],"Matching":[1],"Pursuit":[2],"(OMP)":[3],"is":[4,20,69],"the":[5,18,84,91,95],"most":[6,106],"widely":[7],"used":[8],"reconstruction":[9,27,68,75],"algorithm":[10,102],"in":[11,110,127],"Compressive":[12],"Sensing.":[13],"The":[14,87],"main":[15],"challenge":[16],"of":[17,46,93,112,120],"implementation":[19],"that":[21],"it":[22,62],"has":[23],"more":[24],"time":[25],"consuming":[26],"process":[28,76],"due":[29],"to":[30,58,78,83,103,129],"its":[31],"iterative":[32],"nature":[33],"and":[34,54,100],"complex":[35],"matrix":[36,97],"inverse":[37,98],"finding":[38],"operation.":[39],"This":[40],"paper":[41],"presents":[42],"a":[43],"hybrid":[44],"approach":[45,72,89],"implementing":[47],"OMP":[48],"on":[49,122],"hardware":[50,118,121],"using":[51],"parallel":[52],"blocks":[53,99],"optimum":[55],"memory":[56],"storage":[57],"expedite":[59],"reconstruction,":[60],"making":[61],"usable":[63],"for":[64],"applications":[65],"where":[66],"rapid":[67],"desired.":[70],"Proposed":[71],"speeds":[73],"up":[74,77],"two":[79],"times":[80,126],"as":[81],"compared":[82],"previous":[85],"work.":[86],"proposed":[88],"uses":[90],"concept":[92],"adding":[94],"multiple":[96],"sorting":[101],"find":[104],"three":[105],"weighted":[107],"columns.":[108],"Increase":[109],"speed":[111],"operation":[113],"comes":[114],"at":[115,117],"cost":[116],"(size":[119],"silicon)":[123],"increasing":[124],"3":[125],"comparison":[128],"conventional":[130],"method.":[131]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3006039159","counts_by_year":[],"updated_date":"2024-12-06T03:39:37.697657","created_date":"2020-02-24"}