{"id":"https://openalex.org/W4409641480","doi":"https://doi.org/10.1109/tim.2025.3563002","title":"Data-Enhanced Sensing: A New Approach to Information Acquisition","display_name":"Data-Enhanced Sensing: A New Approach to Information Acquisition","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409641480","doi":"https://doi.org/10.1109/tim.2025.3563002"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3563002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3563002","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5075712660","display_name":"Jianjing Zhang","orcid":"https://orcid.org/0000-0002-5760-6893"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianjing Zhang","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA"],"raw_orcid":"https://orcid.org/0000-0002-5760-6893","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060566070","display_name":"Robert X. Gao","orcid":"https://orcid.org/0000-0003-3595-3728"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert X. Gao","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA"],"raw_orcid":"https://orcid.org/0000-0003-3595-3728","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.06907359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.6992999911308289,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.6992999911308289,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.5800182223320007},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.47510775923728943},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37920641899108887},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14655444025993347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5800182223320007},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.47510775923728943},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37920641899108887},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14655444025993347},{"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/tim.2025.3563002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3563002","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1038346269","display_name":null,"funder_award_id":"EEC-2133630","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1166481970","display_name":null,"funder_award_id":"CNS-2125460","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":144,"referenced_works":["https://openalex.org/W354019682","https://openalex.org/W856269280","https://openalex.org/W1800346269","https://openalex.org/W1901129140","https://openalex.org/W1966124282","https://openalex.org/W1968701799","https://openalex.org/W1971210736","https://openalex.org/W1971402995","https://openalex.org/W1974499748","https://openalex.org/W1984305442","https://openalex.org/W1988115241","https://openalex.org/W2004302440","https://openalex.org/W2013606760","https://openalex.org/W2018342351","https://openalex.org/W2024086415","https://openalex.org/W2025976924","https://openalex.org/W2028349405","https://openalex.org/W2029816571","https://openalex.org/W2030449718","https://openalex.org/W2035414577","https://openalex.org/W2046387702","https://openalex.org/W2052667678","https://openalex.org/W2061569402","https://openalex.org/W2061705818","https://openalex.org/W2071284784","https://openalex.org/W2073212236","https://openalex.org/W2075396417","https://openalex.org/W2076993825","https://openalex.org/W2078204800","https://openalex.org/W2079319869","https://openalex.org/W2082029531","https://openalex.org/W2088353965","https://openalex.org/W2099563019","https://openalex.org/W2100556411","https://openalex.org/W2103559027","https://openalex.org/W2106993026","https://openalex.org/W2112858385","https://openalex.org/W2115429828","https://openalex.org/W2115706991","https://openalex.org/W2119667497","https://openalex.org/W2120067191","https://openalex.org/W2122712590","https://openalex.org/W2124785988","https://openalex.org/W2126887931","https://openalex.org/W2127271355","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2131288259","https://openalex.org/W2139121802","https://openalex.org/W2140436747","https://openalex.org/W2142078285","https://openalex.org/W2143191604","https://openalex.org/W2144179435","https://openalex.org/W2145159661","https://openalex.org/W2151693816","https://openalex.org/W2153663612","https://openalex.org/W2160547390","https://openalex.org/W2164278908","https://openalex.org/W2164452299","https://openalex.org/W2239513939","https://openalex.org/W2250894080","https://openalex.org/W2295107390","https://openalex.org/W2298614539","https://openalex.org/W2326729945","https://openalex.org/W2330864775","https://openalex.org/W2493990996","https://openalex.org/W2519683295","https://openalex.org/W2552290192","https://openalex.org/W2559085405","https://openalex.org/W2561850980","https://openalex.org/W2605428484","https://openalex.org/W2614284214","https://openalex.org/W2616998153","https://openalex.org/W2643960460","https://openalex.org/W2723749992","https://openalex.org/W2747276445","https://openalex.org/W2767234670","https://openalex.org/W2782812883","https://openalex.org/W2788276261","https://openalex.org/W2798559986","https://openalex.org/W2799062425","https://openalex.org/W2800431972","https://openalex.org/W2806070179","https://openalex.org/W2887566712","https://openalex.org/W2907696891","https://openalex.org/W2919115771","https://openalex.org/W2921556092","https://openalex.org/W2952225226","https://openalex.org/W2955808192","https://openalex.org/W2962782955","https://openalex.org/W2979359179","https://openalex.org/W2980046615","https://openalex.org/W3007856844","https://openalex.org/W3016829532","https://openalex.org/W3022237966","https://openalex.org/W3024020995","https://openalex.org/W3033352976","https://openalex.org/W3036448124","https://openalex.org/W3049037182","https://openalex.org/W3080398103","https://openalex.org/W3118361918","https://openalex.org/W3129022930","https://openalex.org/W3139235941","https://openalex.org/W3186400230","https://openalex.org/W3203538342","https://openalex.org/W3208633863","https://openalex.org/W3215769467","https://openalex.org/W4200150166","https://openalex.org/W4214564845","https://openalex.org/W4235713725","https://openalex.org/W4236229596","https://openalex.org/W4250955649","https://openalex.org/W4252713891","https://openalex.org/W4280506371","https://openalex.org/W4285287113","https://openalex.org/W4285287611","https://openalex.org/W4289792391","https://openalex.org/W4300839023","https://openalex.org/W4320713399","https://openalex.org/W4321488276","https://openalex.org/W4360953811","https://openalex.org/W4366254143","https://openalex.org/W4377968606","https://openalex.org/W4381435752","https://openalex.org/W4384825045","https://openalex.org/W4385662977","https://openalex.org/W4386076088","https://openalex.org/W4388116369","https://openalex.org/W4390120075","https://openalex.org/W4392567333","https://openalex.org/W4393942356","https://openalex.org/W4399895029","https://openalex.org/W4400875868","https://openalex.org/W4401387808","https://openalex.org/W6679283433","https://openalex.org/W6679537731","https://openalex.org/W6737947904","https://openalex.org/W6738960811","https://openalex.org/W6753037639","https://openalex.org/W6771934156","https://openalex.org/W6774538137","https://openalex.org/W6782994259","https://openalex.org/W6794679835","https://openalex.org/W6866765533"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Increasing":[0],"digital":[1],"transformation":[2],"of":[3,17,104],"manufacturing":[4,25,30],"has":[5,70],"highlighted":[6],"physics-based":[7],"sensing":[8,39,124],"and":[9,15,31,55,62,84,97,121,135],"data-driven":[10],"analytics":[11],"as":[12,28,125],"the":[13,21,35,67,72,115],"drivers":[14],"cornerstones":[16],"Industry":[18],"4.0.":[19],"At":[20],"same":[22],"time,":[23,82],"new":[24,38,76,127],"processes":[26],"such":[27],"additive":[29],"robot-assisted":[32],"assembly":[33],"highlight":[34],"need":[36],"for":[37,75,87,94],"capabilities":[40],"to":[41,78,90],"overcome":[42],"constraints":[43,80],"in":[44,59,81,118,132],"signal":[45],"transduction":[46],"principles":[47],"that":[48,106,129],"underly":[49],"sensor":[50,52],"designs,":[51],"operation":[53],"resources,":[54],"real-world":[56],"deployment.":[57],"Advancement":[58],"information":[60,98,105],"theory":[61],"artificial":[63],"intelligence":[64],"(AI)":[65],"over":[66],"past":[68],"decade":[69],"provided":[71],"technological":[73],"foundation":[74],"ways":[77],"tackle":[79],"bandwidth,":[83],"energy":[85],"consumption":[86],"sensing,":[88,133],"leading":[89],"data-enhanced,":[91],"optimal":[92],"strategy":[93],"data":[95],"sampling":[96],"recovery.":[99],"Furthermore,":[100],"it":[101],"enables":[102],"inference":[103],"is":[107],"hidden":[108],"from":[109],"direct":[110],"measurements.":[111],"This":[112],"paper":[113],"highlights":[114],"latest":[116],"development":[117],"this":[119],"field":[120],"introduces":[122],"data-enhanced":[123],"a":[126],"paradigm":[128],"propels":[130],"innovations":[131],"instrumentation,":[134],"measurement.":[136]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}