{"id":"https://openalex.org/W4285167239","doi":"https://doi.org/10.1109/jiot.2022.3151051","title":"Using Compressive Sampling to Fill Interbatch Data Gap From Low-Cost IoT Vibration Sensor","display_name":"Using Compressive Sampling to Fill Interbatch Data Gap From Low-Cost IoT Vibration Sensor","publication_year":2022,"publication_date":"2022-02-15","ids":{"openalex":"https://openalex.org/W4285167239","doi":"https://doi.org/10.1109/jiot.2022.3151051"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3151051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3151051","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5051176055","display_name":"Boon-Yaik Ooi","orcid":"https://orcid.org/0000-0002-5230-671X"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Boon-Yaik Ooi","raw_affiliation_strings":["Department of Computer Science, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5230-671X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072894090","display_name":"Woan Lin Beh","orcid":"https://orcid.org/0000-0002-4049-8195"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Woan-Lin Beh","raw_affiliation_strings":["Department of Physical and Mathematical Science, Faculty of Science, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-4049-8195","affiliations":[{"raw_affiliation_string":"Department of Physical and Mathematical Science, Faculty of Science, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061024876","display_name":"Xin Yi Kh\u2019ng","orcid":"https://orcid.org/0000-0001-6844-9742"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Xin-Yi Kh'Ng","raw_affiliation_strings":["Department of Computer Science, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071310869","display_name":"Soung\u2010Yue Liew","orcid":"https://orcid.org/0000-0002-8853-7755"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Soung-Yue Liew","raw_affiliation_strings":["Department of Communication and Computer Technology, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-8853-7755","affiliations":[{"raw_affiliation_string":"Department of Communication and Computer Technology, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman (Kampar), Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044422170","display_name":"Shervin Shirmohammadi","orcid":"https://orcid.org/0000-0002-3973-4445"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shervin Shirmohammadi","raw_affiliation_strings":["DISCOVER Lab, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3973-4445","affiliations":[{"raw_affiliation_string":"DISCOVER Lab, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051176055"],"corresponding_institution_ids":["https://openalex.org/I931681460"],"apc_list":null,"apc_paid":null,"fwci":0.0923,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.3969698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"12","first_page":"9820","last_page":"9830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"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/T10860","display_name":"Speech and Audio Processing","score":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.7852389812469482},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.6942856311798096},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6419297456741333},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.6136709451675415},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.610264778137207},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.603364109992981},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5587232112884521},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5425698161125183},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.45634305477142334},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4329180121421814},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4181165099143982},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4139821529388428},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32440781593322754},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3115283250808716},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23891764879226685},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22007369995117188},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20031407475471497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16965830326080322},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.16327089071273804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13005927205085754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7852389812469482},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6942856311798096},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6419297456741333},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.6136709451675415},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.610264778137207},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.603364109992981},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5587232112884521},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5425698161125183},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.45634305477142334},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4329180121421814},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4181165099143982},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4139821529388428},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32440781593322754},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3115283250808716},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23891764879226685},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22007369995117188},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20031407475471497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16965830326080322},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.16327089071273804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13005927205085754},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3151051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3151051","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7853748557","display_name":null,"funder_award_id":"FRGS/1/2021/ICT08/UTAR/02/1","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"}],"funders":[{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1973435563","https://openalex.org/W1991329286","https://openalex.org/W1993798271","https://openalex.org/W2024760831","https://openalex.org/W2027392238","https://openalex.org/W2032225949","https://openalex.org/W2040198354","https://openalex.org/W2045186954","https://openalex.org/W2070986256","https://openalex.org/W2078204800","https://openalex.org/W2079605058","https://openalex.org/W2091800485","https://openalex.org/W2093607296","https://openalex.org/W2094350745","https://openalex.org/W2117014758","https://openalex.org/W2119667497","https://openalex.org/W2133967496","https://openalex.org/W2145096794","https://openalex.org/W2162336725","https://openalex.org/W2315647581","https://openalex.org/W2600689649","https://openalex.org/W2735036644","https://openalex.org/W2766098680","https://openalex.org/W2767234670","https://openalex.org/W2801420905","https://openalex.org/W2921945452","https://openalex.org/W2946618910","https://openalex.org/W2972463432","https://openalex.org/W2973120771","https://openalex.org/W2991019411","https://openalex.org/W3025005086","https://openalex.org/W3080243204","https://openalex.org/W3177006804","https://openalex.org/W4250955649","https://openalex.org/W4252713891","https://openalex.org/W4292919422"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223","https://openalex.org/W3023105672","https://openalex.org/W4231410700","https://openalex.org/W4316095964"],"abstract_inverted_index":{"A":[0],"low-cost":[1,18,247],"wireless":[2,248],"vibration":[3,54,115,205,249],"sensor":[4,37,59,96,250],"can":[5,39,182,202,220],"be":[6,40,117,149,221],"built":[7],"using":[8,223],"a":[9,17,31,64,73,185,193,230,240,251],"3-axis":[10],"accelerometer,":[11],"such":[12,21,35,72,124],"as":[13,22,123],"ADXL345,":[14],"attached":[15],"to":[16,63,104,148,167,210,216,237],"Wi-Fi":[19],"microchip,":[20],"ESP8266.":[23],"In":[24,66],"an":[25,255],"Internet":[26,62],"of":[27,34,91,155,162,189,196,235,243],"Things":[28],"(IoT)":[29],"setting,":[30],"large":[32],"number":[33],"inexpensive":[36],"nodes":[38],"setup":[41],"with":[42,192,214,229],"the":[43,58,61,79,86,88,95,101,108,139,152,159,175,199,204,246],"widely":[44],"used":[45],"direct-read-and-send":[46,176],"method":[47,74,177],"which":[48],"samples":[49],"and":[50,84,99,119,131,181,207,225,239],"sends":[51],"individually":[52],"acquired":[53,109,127],"data":[55,102,110,125,132],"points":[56,103,133,219],"from":[57],"through":[60],"server.":[65],"this":[67,156],"work,":[68],"we":[69],"show":[70,173],"that":[71,114,146,174],"is":[75,158],"not":[76],"effective.":[77],"As":[78],"microcontroller":[80],"alternates":[81],"between":[82],"sampling":[83,97,164,187],"sending":[85],"data,":[87],"micro":[89],"delays":[90],"transmission":[92],"will":[93,142],"affect":[94],"rate":[98,188],"cause":[100],"space":[105],"unevenly,":[106],"making":[107,245],"inaccurate.":[111],"We":[112],"propose":[113],"should":[116],"sampled":[118],"transmitted":[120],"in":[121,254],"batches,":[122],"are":[126,134],"continuously":[128,208],"without":[129],"interruption":[130],"more":[135,179],"evenly":[136],"spaced.":[137],"However,":[138],"proposed":[140,200],"batch-read-and-send":[141],"have":[143],"interbatch":[144],"gaps":[145],"need":[147],"filled.":[150],"Thus,":[151],"key":[153],"contribution":[154],"work":[157],"novel":[160],"use":[161],"compressive":[163],"(CS)":[165],"technique":[166],"bridge":[168],"those":[169],"gaps.":[170],"Experimental":[171],"results":[172],"loses":[178],"information":[180],"only":[183],"achieve":[184,226],"maximum":[186],"350":[190],"Hz":[191],"standard":[194,241],"uncertainty":[195,242],"12.4,":[197],"whereas":[198],"solution":[201,253],"measure":[203],"wirelessly":[206],"up":[209,215,236],"633":[211],"Hz.":[212],"Gaps":[213],"160":[217],"missing":[218],"filled":[222],"CS":[224],"better":[227],"accuracy,":[228],"mean":[231],"absolute":[232],"error":[233],"(MAE)":[234],"0.048":[238],"0.001,":[244],"cost-effective":[252],"IoT":[256],"setting.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}
