{"id":"https://openalex.org/W4413074736","doi":"https://doi.org/10.1109/jiot.2025.3589716","title":"Sense+: A Plug-and-Play Signal Preprocessing Approach for Enhancing Human-Centered Wireless Sensing","display_name":"Sense+: A Plug-and-Play Signal Preprocessing Approach for Enhancing Human-Centered Wireless Sensing","publication_year":2025,"publication_date":"2025-07-16","ids":{"openalex":"https://openalex.org/W4413074736","doi":"https://doi.org/10.1109/jiot.2025.3589716"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3589716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3589716","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/A5048484842","display_name":"Hanxiang He","orcid":"https://orcid.org/0000-0003-4717-9872"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanxiang He","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4717-9872","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028309373","display_name":"Xintao Huan","orcid":"https://orcid.org/0000-0002-6114-4994"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintao Huan","raw_affiliation_strings":["School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029019328","display_name":"Heng Liu","orcid":"https://orcid.org/0000-0002-1096-4204"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Liu","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015728746","display_name":"Zhibin Li","orcid":"https://orcid.org/0000-0002-1818-5766"},"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"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Li","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","School of Management, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-1818-5766","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"School of Management, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753801","display_name":"Ziyu Li","orcid":"https://orcid.org/0000-0002-0021-8005"},"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"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Li","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","School of Management, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"School of Management, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020194895","display_name":"Han Hu","orcid":"https://orcid.org/0000-0001-7532-0496"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Hu","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7532-0496","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044674658","display_name":"Jianping An","orcid":"https://orcid.org/0000-0002-6441-9711"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping An","raw_affiliation_strings":["School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6441-9711","affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.20078706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"19","first_page":"40531","last_page":"40544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8474000096321106,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8474000096321106,"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"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.8223000168800354,"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":0.7317593097686768},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.614791989326477},{"id":"https://openalex.org/keywords/plug-and-play","display_name":"Plug and play","score":0.5221593379974365},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5187901854515076},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4835224151611328},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.46831828355789185},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.4528627097606659},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2804899215698242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2268349826335907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7317593097686768},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.614791989326477},{"id":"https://openalex.org/C2780070844","wikidata":"https://www.wikidata.org/wiki/Q857815","display_name":"Plug and play","level":2,"score":0.5221593379974365},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5187901854515076},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4835224151611328},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.46831828355789185},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.4528627097606659},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2804899215698242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2268349826335907},{"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/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","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.2025.3589716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3589716","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/G5019704030","display_name":null,"funder_award_id":"U2336211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G764595713","display_name":null,"funder_award_id":"62201040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1983301216","https://openalex.org/W2051224630","https://openalex.org/W2064675550","https://openalex.org/W2065726711","https://openalex.org/W2112796928","https://openalex.org/W2134639649","https://openalex.org/W2901312569","https://openalex.org/W2971811912","https://openalex.org/W2990019815","https://openalex.org/W3094502228","https://openalex.org/W3112903620","https://openalex.org/W3114558802","https://openalex.org/W3128989612","https://openalex.org/W3133546873","https://openalex.org/W3138516171","https://openalex.org/W3138912185","https://openalex.org/W3159790730","https://openalex.org/W3161657383","https://openalex.org/W3196221233","https://openalex.org/W3200379790","https://openalex.org/W3200820186","https://openalex.org/W3206083245","https://openalex.org/W3211425599","https://openalex.org/W3211503647","https://openalex.org/W3212616108","https://openalex.org/W4210696675","https://openalex.org/W4226061238","https://openalex.org/W4226306364","https://openalex.org/W4253510307","https://openalex.org/W4295308268","https://openalex.org/W4306174273","https://openalex.org/W4312811864","https://openalex.org/W4381733127","https://openalex.org/W4386260449","https://openalex.org/W4386453655","https://openalex.org/W4387682016","https://openalex.org/W4387987100","https://openalex.org/W4388505045","https://openalex.org/W4390190298","https://openalex.org/W4390488982","https://openalex.org/W4390547681","https://openalex.org/W4392158348","https://openalex.org/W4392523439","https://openalex.org/W4394699101","https://openalex.org/W4396535307","https://openalex.org/W4399311113","https://openalex.org/W4399425657","https://openalex.org/W4399994204","https://openalex.org/W4401538697","https://openalex.org/W4401878829","https://openalex.org/W4402508114","https://openalex.org/W4402715806","https://openalex.org/W4402716266","https://openalex.org/W4402727311","https://openalex.org/W4403021224","https://openalex.org/W4403420460","https://openalex.org/W4405520508"],"related_works":["https://openalex.org/W47352601","https://openalex.org/W2981957539","https://openalex.org/W3025520020","https://openalex.org/W2279095528","https://openalex.org/W2352394813","https://openalex.org/W2360042170","https://openalex.org/W2368465758","https://openalex.org/W2373120800","https://openalex.org/W2108894446","https://openalex.org/W4223592178"],"abstract_inverted_index":{"Human-centered":[0],"wireless":[1,59,185],"sensing":[2,96,150],"has":[3],"been":[4],"significantly":[5,63],"advanced":[6],"by":[7,73,196],"artificial":[8],"intelligence":[9],"(AI)":[10],"technologies.":[11],"To":[12,40,128],"enhance":[13,95],"AI":[14],"model":[15],"performance,":[16],"signal":[17,28,70,83,126,153],"preprocessing,":[18],"as":[19],"a":[20,79,105,110,136],"fundamental":[21],"procedure,":[22],"is":[23],"widely":[24],"employed":[25],"for":[26,141,158,164,170],"improving":[27],"quality.":[29],"However,":[30],"existing":[31,92],"methods":[32],"are":[33,146],"time-consuming,":[34],"labor-intensive,":[35],"and":[36,81,118,152,167,207],"exhibit":[37],"limited":[38],"generalization.":[39],"address":[41],"this":[42,74],"issue,":[43],"we":[44,76,99,133],"first":[45],"investigate":[46],"the":[47,65,69,101,124,142,176,192],"frequency":[48,107,116],"spectrum":[49],"of":[50,178],"various":[51,149],"signals.":[52,186],"The":[53,173],"results":[54,174],"demonstrate":[55],"that,":[56],"in":[57,68,180],"human-centered":[58],"applications,":[60],"human":[61],"activities":[62],"affect":[64],"low-frequency":[66,131],"components":[67],"spectrum.":[71],"Motivated":[72],"observation,":[75],"propose":[77,135],"Sense+,":[78,191],"concise":[80],"versatile":[82],"preprocessing":[84,182,201],"module":[85],"that":[86],"can":[87],"be":[88],"seamlessly":[89],"integrated":[90],"into":[91,104],"models":[93],"to":[94,113,123,199],"performance.":[97],"Specifically,":[98,187],"transform":[100],"raw":[102],"signals":[103,157,163,169],"unified":[106],"domain,":[108],"apply":[109],"learnable":[111],"filter":[112],"process":[114],"their":[115],"spectra,":[117],"then":[119],"convert":[120],"them":[121],"back":[122],"original":[125],"domain.":[127],"accurately":[129],"extract":[130],"features,":[132],"further":[134],"low-pass":[137],"weight":[138],"initialization":[139],"method":[140],"filter.":[143],"Extensive":[144],"experiments":[145],"conducted":[147],"across":[148,183,211],"tasks":[151],"types,":[154],"including":[155],"IR-UWB":[156],"person":[159],"identification,":[160],"mmWave":[161],"radar":[162],"gesture":[165],"recognition,":[166],"Wi-Fi":[168],"action":[171],"recognition.":[172],"highlight":[175],"effectiveness":[177],"Sense+":[179,204],"enabling":[181],"diverse":[184],"when":[188],"equipped":[189],"with":[190],"average":[193],"accuracy":[194],"improves":[195],"21.84%":[197],"compared":[198],"conventional":[200],"methods.":[202],"Additionally,":[203],"accelerates":[205],"convergence":[206],"exhibits":[208],"consistent":[209],"generalization":[210],"different":[212],"neural":[213],"network":[214],"models.":[215]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
