{"id":"https://openalex.org/W2038323322","doi":"https://doi.org/10.1145/2070942.2070949","title":"Balancing energy, latency and accuracy for mobile sensor data classification","display_name":"Balancing energy, latency and accuracy for mobile sensor data classification","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2038323322","doi":"https://doi.org/10.1145/2070942.2070949","mag":"2038323322"},"language":"en","primary_location":{"id":"doi:10.1145/2070942.2070949","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2070942.2070949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems","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/A5101757534","display_name":"David Chu","orcid":"https://orcid.org/0000-0001-9922-1994"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Chu","raw_affiliation_strings":["Microsoft Research, Redmond, WA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045638679","display_name":"Nicholas D. Lane","orcid":"https://orcid.org/0000-0002-2728-8273"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nicholas D. Lane","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000425948","display_name":"Ted Tsung-Te Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ted Tsung-Te Lai","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045515830","display_name":"Cong Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cong Pang","raw_affiliation_strings":["National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020180630","display_name":"Xiangying Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangying Meng","raw_affiliation_strings":["Peking University, Beijing, China","Peking University, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Peking University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002626913","display_name":"Qing Guo","orcid":"https://orcid.org/0000-0003-1296-1055"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qing Guo","raw_affiliation_strings":["Microsoft, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Microsoft, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373576","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-7566-1634"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005677589","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0002-4593-2720"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Microsoft Research Asia","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101757534"],"corresponding_institution_ids":["https://openalex.org/I1290206253"],"apc_list":null,"apc_paid":null,"fwci":13.0687,"has_fulltext":false,"cited_by_count":112,"citation_normalized_percentile":{"value":0.99099192,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.996999979019165,"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":0.996999979019165,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9742000102996826,"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":0.7820390462875366},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6082700490951538},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5835482478141785},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5554220676422119},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5416292548179626},{"id":"https://openalex.org/keywords/sophistication","display_name":"Sophistication","score":0.5293669700622559},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.50807785987854},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.47801172733306885},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.46499693393707275},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.44440722465515137},{"id":"https://openalex.org/keywords/mobile-phone-tracking","display_name":"Mobile phone tracking","score":0.4124827980995178},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.3142404556274414},{"id":"https://openalex.org/keywords/mobile-technology","display_name":"Mobile technology","score":0.29026246070861816},{"id":"https://openalex.org/keywords/mobile-web","display_name":"Mobile Web","score":0.2404705286026001},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23717454075813293},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2193664312362671}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7820390462875366},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6082700490951538},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5835482478141785},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5554220676422119},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5416292548179626},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.5293669700622559},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.50807785987854},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.47801172733306885},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.46499693393707275},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.44440722465515137},{"id":"https://openalex.org/C155598946","wikidata":"https://www.wikidata.org/wiki/Q1486969","display_name":"Mobile phone tracking","level":5,"score":0.4124827980995178},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.3142404556274414},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.29026246070861816},{"id":"https://openalex.org/C516764902","wikidata":"https://www.wikidata.org/wiki/Q1043805","display_name":"Mobile Web","level":4,"score":0.2404705286026001},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23717454075813293},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2193664312362671},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2070942.2070949","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2070942.2070949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/125107","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/125107","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.309.1348","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.309.1348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csie.ntu.edu.tw/~tedlai/files/SenSys11_Kobe.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W98188630","https://openalex.org/W1506806321","https://openalex.org/W1587612576","https://openalex.org/W1652487185","https://openalex.org/W1663973292","https://openalex.org/W1982048725","https://openalex.org/W2022749020","https://openalex.org/W2041628739","https://openalex.org/W2049577911","https://openalex.org/W2085094300","https://openalex.org/W2086093528","https://openalex.org/W2090893105","https://openalex.org/W2099395665","https://openalex.org/W2101788345","https://openalex.org/W2104208272","https://openalex.org/W2105046342","https://openalex.org/W2108950108","https://openalex.org/W2119605622","https://openalex.org/W2122410182","https://openalex.org/W2127963147","https://openalex.org/W2134751203","https://openalex.org/W2137100320","https://openalex.org/W2141362318","https://openalex.org/W2145695845","https://openalex.org/W2146806511","https://openalex.org/W2147780311","https://openalex.org/W2148154194","https://openalex.org/W2153259545","https://openalex.org/W2154053567","https://openalex.org/W2162555816","https://openalex.org/W2165486426","https://openalex.org/W2170265372","https://openalex.org/W2279022598","https://openalex.org/W4205946278","https://openalex.org/W6646121251"],"related_works":["https://openalex.org/W4210272022","https://openalex.org/W1844259124","https://openalex.org/W3009067413","https://openalex.org/W2170939602","https://openalex.org/W1974440652","https://openalex.org/W1541175715","https://openalex.org/W2540454223","https://openalex.org/W2119572658","https://openalex.org/W565993663","https://openalex.org/W2326504464"],"abstract_inverted_index":{"Sensor":[0],"convergence":[1],"on":[2],"the":[3,53,61],"mobile":[4,15,56],"phone":[5],"is":[6],"spawning":[7],"a":[8],"broad":[9],"base":[10],"of":[11,55,63],"new":[12],"and":[13,60],"interesting":[14],"applications.":[16],"As":[17],"applications":[18],"grow":[19],"in":[20],"sophistication,":[21],"raw":[22],"sensor":[23],"readings":[24,37],"often":[25],"require":[26],"classification":[27],"into":[28],"more":[29],"useful":[30],"application-specific":[31],"high-level":[32],"data.":[33],"For":[34],"example,":[35],"GPS":[36],"can":[38],"be":[39],"classified":[40],"as":[41],"running,":[42],"walking":[43],"or":[44],"biking.":[45],"Unfortunately,":[46],"traditional":[47],"classifiers":[48],"are":[49],"not":[50],"built":[51],"for":[52],"challenges":[54],"systems:":[57],"energy,":[58],"latency,":[59],"dynamics":[62],"mobile.":[64]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":21},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
