{"id":"https://openalex.org/W3134569620","doi":"https://doi.org/10.1109/gcwkshps50303.2020.9367449","title":"Human Activity Prediction-aware Sensor Cycling in Smart Home Networks","display_name":"Human Activity Prediction-aware Sensor Cycling in Smart Home Networks","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3134569620","doi":"https://doi.org/10.1109/gcwkshps50303.2020.9367449","mag":"3134569620"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps50303.2020.9367449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps50303.2020.9367449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Globecom Workshops (GC Wkshps","raw_type":"proceedings-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/A5073336149","display_name":"Murad Khan","orcid":"https://orcid.org/0000-0001-9905-8904"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Murad Khan","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020144495","display_name":"Malik Muhammad Saad","orcid":"https://orcid.org/0000-0003-1721-4681"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Malik Muhammad Saad","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074134776","display_name":"Muhammad Ashar Tariq","orcid":"https://orcid.org/0000-0003-4192-3082"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Ashar Tariq","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599614","display_name":"Junho Seo","orcid":"https://orcid.org/0000-0002-5000-0215"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junho Seo","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100655990","display_name":"Dongkyun Kim","orcid":"https://orcid.org/0000-0002-1995-378X"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongkyun Kim","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":null,"apc_paid":null,"fwci":0.4895,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.67655673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9959999918937683,"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/T11479","display_name":"Smart Cities and Technologies","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7245374917984009},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6023576259613037},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5911505818367004},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5715157985687256},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5622248649597168},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5336784720420837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.501760721206665},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.501563549041748},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5003526210784912},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47854098677635193},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4782937169075012},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4058239758014679},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.32161062955856323},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19470027089118958},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1545647382736206},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09140625596046448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7245374917984009},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6023576259613037},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5911505818367004},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5715157985687256},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5622248649597168},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5336784720420837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.501760721206665},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.501563549041748},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5003526210784912},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47854098677635193},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4782937169075012},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4058239758014679},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32161062955856323},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19470027089118958},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1545647382736206},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09140625596046448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshps50303.2020.9367449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps50303.2020.9367449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Globecom Workshops (GC Wkshps","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1989804777","https://openalex.org/W2021361613","https://openalex.org/W2081717065","https://openalex.org/W2116299102","https://openalex.org/W2540154147","https://openalex.org/W2587471901","https://openalex.org/W2789868604","https://openalex.org/W2791256869","https://openalex.org/W2793818011","https://openalex.org/W2799771502","https://openalex.org/W2908501829","https://openalex.org/W2940791683","https://openalex.org/W2945120851","https://openalex.org/W2988712765","https://openalex.org/W3006625458","https://openalex.org/W3015280312","https://openalex.org/W3035803165","https://openalex.org/W6775978109"],"related_works":["https://openalex.org/W2661084","https://openalex.org/W14069176","https://openalex.org/W7199133","https://openalex.org/W12969560","https://openalex.org/W9321062","https://openalex.org/W6092101","https://openalex.org/W9280440","https://openalex.org/W7564793","https://openalex.org/W13703313","https://openalex.org/W808886"],"abstract_inverted_index":{"Activity":[0,60],"recognition":[1],"in":[2,113],"smart":[3],"homes":[4],"required":[5],"extensive":[6],"machine":[7,118],"learning":[8,119],"methods":[9],"operating":[10],"over":[11,42],"data":[12],"obtained":[13],"from":[14],"the":[15,39,51,69,74,89,106,116,122,129,136,140,150,154,157],"sensors":[16,40,75,155],"connected":[17],"to":[18,76,98,147,164],"various":[19],"things":[20],"at":[21],"homes.":[22],"However,":[23],"human":[24],"behavior":[25],"is":[26,31,96,111,160],"always":[27],"dynamic":[28],"and":[29,45,72,125,156],"there":[30],"a":[32,81],"possibility":[33],"of":[34,128,145,153],"missing":[35],"important":[36],"activities.":[37],"Similarly,":[38,149],"operate":[41],"battery":[43,52],"power,":[44],"detecting":[46],"frequent":[47],"activities":[48,71,101,141],"can":[49],"drain":[50],"eventually.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"propose":[58],"Human":[59],"Predication-aware":[61],"Sensor":[62],"Cycling":[63],"(HAPSC)":[64],"approach":[65],"that":[66,135],"efficiently":[67],"detects":[68,139],"future":[70],"designates":[73],"each":[77],"predicated":[78],"activity":[79],"using":[80],"hybrid":[82],"Long-Short":[83],"Term":[84],"Memory":[85],"(LSTM)":[86],"model":[87],"with":[88,115,142],"Quality":[90],"Learning":[91],"(QL)":[92],"support.":[93],"The":[94,109,131],"QL":[95],"added":[97],"detect":[99],"those":[100],"which":[102],"are":[103],"missed":[104],"during":[105],"training":[107],"process.":[108],"simulation":[110],"performed":[112],"comparison":[114],"leading":[117],"algorithms":[120],"for":[121],"detection":[123],"accuracy":[124,144],"energy":[126,151],"consumption":[127,152],"sensors.":[130],"performance":[132],"evaluation":[133],"shows":[134],"proposed":[137],"scheme":[138],"an":[143],"85.7%":[146],"99.4%.":[148],"network":[158],"lifetime":[159],"significantly":[161],"improved":[162],"compared":[163],"existing":[165],"duty":[166],"cycling":[167],"schemes.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
