{"id":"https://openalex.org/W3190547964","doi":"https://doi.org/10.1109/tcsii.2021.3101019","title":"Secure Sampling and Low-Overhead Compressive Analysis by Linear Transformation","display_name":"Secure Sampling and Low-Overhead Compressive Analysis by Linear Transformation","publication_year":2021,"publication_date":"2021-07-29","ids":{"openalex":"https://openalex.org/W3190547964","doi":"https://doi.org/10.1109/tcsii.2021.3101019","mag":"3190547964"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2021.3101019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2021.3101019","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","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/A5101984401","display_name":"Jia Liang","orcid":"https://orcid.org/0000-0003-3478-1741"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jia Liang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729507","display_name":"Di Xiao","orcid":"https://orcid.org/0000-0002-6958-5807"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Xiao","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103618452","display_name":"Xue Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Tan","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060587038","display_name":"Hui Huang","orcid":"https://orcid.org/0000-0002-1049-9023"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Huang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101984401"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.7005,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65256131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"69","issue":"2","first_page":"639","last_page":"643"},"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":0.9997000098228455,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.7620179057121277},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7374254465103149},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6449266672134399},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.524564266204834},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4032508134841919},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28259241580963135},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07518216967582703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7620179057121277},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7374254465103149},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6449266672134399},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.524564266204834},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4032508134841919},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28259241580963135},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07518216967582703},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2021.3101019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2021.3101019","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1896701456","display_name":null,"funder_award_id":"62072063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4460446409","display_name":null,"funder_award_id":"2020YFB1805401","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6177057730","display_name":null,"funder_award_id":"cquyjg18219","funder_id":"https://openalex.org/F4320321135","funder_display_name":"Chongqing University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321135","display_name":"Chongqing University","ror":"https://ror.org/023rhb549"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1763925716","https://openalex.org/W2177125333","https://openalex.org/W2273561594","https://openalex.org/W2331653358","https://openalex.org/W2517723848","https://openalex.org/W2534039953","https://openalex.org/W2581065164","https://openalex.org/W2798559986","https://openalex.org/W2886386175","https://openalex.org/W2897900009","https://openalex.org/W2898711294","https://openalex.org/W2963081547","https://openalex.org/W2963341393","https://openalex.org/W2980432616","https://openalex.org/W2994417020","https://openalex.org/W3002352054","https://openalex.org/W3033212224","https://openalex.org/W3047681237","https://openalex.org/W3082246755","https://openalex.org/W3102460953","https://openalex.org/W3125509369","https://openalex.org/W4239096300","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W1976264255","https://openalex.org/W2358292267"],"abstract_inverted_index":{"Compressed":[0],"sensing":[1],"(CS)":[2],"is":[3,71,76,98],"attractive":[4],"in":[5,21],"wireless":[6],"multimedia":[7],"sensor":[8],"networks":[9],"(WMSNs)":[10],"because":[11],"it":[12,44],"achieves":[13],"sampling-compression":[14],"and":[15,39,94,127,134],"confidentiality":[16,135],"protection":[17],"simultaneously.":[18],"Moreover,":[19],"applications":[20],"WMSNs":[22],"emphasize":[23],"the":[24,32,58,85,95,114,119,122,131,137],"requirement":[25],"to":[26,55,78,112,117],"process":[27],"real-time":[28],"data":[29],"rapidly.":[30],"However,":[31],"reconstruction":[33],"of":[34,121,136],"CS":[35,60,89],"has":[36],"high":[37],"memory":[38],"computational":[40],"overhead,":[41],"which":[42],"prevents":[43],"from":[45,88],"being":[46],"used":[47,77],"online":[48],"on":[49,68],"resource-limited":[50],"edge":[51],"devices.":[52],"In":[53,104],"order":[54],"effectively":[56],"analyze":[57],"received":[59],"measurements,":[61],"a":[62,81,108],"low-overhead":[63],"compressive":[64,139],"analysis":[65,140],"framework":[66],"based":[67],"linear":[69,74],"transformation":[70,75,96],"proposed.":[72],"The":[73],"fast":[79],"construct":[80],"proxy":[82],"that":[83],"approximates":[84],"original":[86],"signal":[87],"measurements":[90],"for":[91],"inferences":[92],"online,":[93],"matrix":[97,111,116],"built":[99],"by":[100],"collaborative":[101],"learning":[102],"off-line.":[103],"addition,":[105],"we":[106],"introduce":[107],"hardware-friendly":[109],"binary":[110],"update":[113],"measurement":[115],"ensure":[118],"security":[120],"sampling":[123],"framework.":[124,141],"Both":[125],"theoretical":[126],"experimental":[128],"analyses":[129],"validate":[130],"low":[132],"overhead":[133],"proposed":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}