{"id":"https://openalex.org/W2990844681","doi":"https://doi.org/10.1109/pimrc.2019.8904171","title":"Adaptive Sampling Techniques for Autonomous Agents in Wireless Sensor Networks","display_name":"Adaptive Sampling Techniques for Autonomous Agents in Wireless Sensor Networks","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2990844681","doi":"https://doi.org/10.1109/pimrc.2019.8904171","mag":"2990844681"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2019.8904171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2019.8904171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","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/A5046922044","display_name":"Mehmet Ba\u015faran","orcid":"https://orcid.org/0000-0002-5473-1437"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mehmet Basaran","raw_affiliation_strings":["Information and Communications Research Group (ICRG), Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Information and Communications Research Group (ICRG), Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060288316","display_name":"Stephan Schlupkothen","orcid":"https://orcid.org/0000-0001-5660-2922"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan Schlupkothen","raw_affiliation_strings":["Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050903837","display_name":"Gerd Ascheid","orcid":"https://orcid.org/0000-0003-4068-3558"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerd Ascheid","raw_affiliation_strings":["Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046922044"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.7428,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75607635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9995999932289124,"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":0.9995999932289124,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9993000030517578,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9969000220298767,"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/adaptive-sampling","display_name":"Adaptive sampling","score":0.78365558385849},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.7119901180267334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6343059539794922},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5645477175712585},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5104178786277771},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.45792704820632935},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4347218871116638},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4182564318180084},{"id":"https://openalex.org/keywords/exponential-smoothing","display_name":"Exponential smoothing","score":0.41630852222442627},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39302438497543335},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36175772547721863},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.338390052318573},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1831556260585785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.178644061088562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14227038621902466},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.07948383688926697}],"concepts":[{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.78365558385849},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.7119901180267334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343059539794922},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5645477175712585},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5104178786277771},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.45792704820632935},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4347218871116638},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4182564318180084},{"id":"https://openalex.org/C133710760","wikidata":"https://www.wikidata.org/wiki/Q775837","display_name":"Exponential smoothing","level":2,"score":0.41630852222442627},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39302438497543335},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36175772547721863},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.338390052318573},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1831556260585785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.178644061088562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14227038621902466},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.07948383688926697},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/pimrc.2019.8904171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2019.8904171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/61277","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/61277","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:publications.rwth-aachen.de:807243","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/search?p=id:%22RWTH-2020-11223%22","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Piscatawy, NJ : IEEE 1571-1576 (2019). doi:10.1109/PIMRC.2019.8904171","raw_type":"info:eu-repo/semantics/conferenceObject"}],"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":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1551469715","https://openalex.org/W1992773016","https://openalex.org/W2002804835","https://openalex.org/W2007208741","https://openalex.org/W2028846388","https://openalex.org/W2036341650","https://openalex.org/W2090922614","https://openalex.org/W2115389032","https://openalex.org/W2121766912","https://openalex.org/W2126455177","https://openalex.org/W2135053460","https://openalex.org/W2162754915","https://openalex.org/W2168452204","https://openalex.org/W2171362597","https://openalex.org/W2519158164","https://openalex.org/W2553789900","https://openalex.org/W2612142839","https://openalex.org/W2615538118","https://openalex.org/W2894891763","https://openalex.org/W6683812584"],"related_works":["https://openalex.org/W2093101924","https://openalex.org/W2038693912","https://openalex.org/W1991602789","https://openalex.org/W1582396021","https://openalex.org/W1988359706","https://openalex.org/W312558119","https://openalex.org/W4210985407","https://openalex.org/W2335441444","https://openalex.org/W138014004","https://openalex.org/W2075598034"],"abstract_inverted_index":{"Autonomous":[0],"wireless":[1],"agents":[2,28,51,127],"are":[3,32,46,128],"deployed":[4],"in":[5,10,110,166],"difficult":[6],"to":[7,12,48,130,136,141,162],"approach":[8],"environments":[9],"order":[11],"gather":[13],"information":[14,67],"for":[15,35,107],"example":[16],"temperature,":[17],"pressure":[18],"or":[19],"pollution":[20],"distributions.":[21],"Although":[22],"the":[23,36,50,60,66,88,93,98,156,163],"size":[24],"and":[25,78,102,119,173],"cost":[26],"of":[27,59,92,100,112,168],"decrease,":[29],"their":[30,132],"batteries":[31],"generally":[33],"insufficient":[34],"desired":[37],"measurement":[38],"duration.":[39],"In":[40,149],"this":[41],"study,":[42],"adaptive":[43,73,82,104],"sampling":[44,62,74,83,105,121,133],"techniques":[45],"considered":[47],"prolong":[49],"operation":[52],"time.":[53],"This":[54,95],"is":[55,76,85,139,152,160],"achieved":[56,115],"via":[57],"adaptations":[58],"agents'":[61],"periods":[63],"while":[64,181],"minimizing":[65],"loss.":[68],"Accordingly,":[69],"exponential":[70],"double":[71],"smoothing":[72],"(EDSAS)":[75],"operated":[77],"Wiener":[79],"filter":[80],"based":[81],"(WFAS)":[84],"proposed":[86,157],"considering":[87],"limited":[89],"energy":[90,175],"capacity":[91],"agents.":[94],"study":[96],"demonstrates":[97],"performance":[99],"deterministic":[101],"stochastic":[103],"strategies":[106],"real":[108],"data":[109,116,144,170],"terms":[111,167],"reconstruction":[113,185],"error,":[114],"reduction":[117,145,171],"rate":[118,134],"minimum":[120],"rate.":[122],"Simulation":[123],"results":[124],"show":[125],"that":[126,155],"able":[129],"decrease":[131],"up":[135],"10":[137],"which":[138],"equivalent":[140],"achieve":[142],"a":[143,183],"around":[146],"80":[147],"percent.":[148],"addition,":[150],"it":[151],"also":[153],"demonstrated":[154],"WFAS":[158],"algorithm":[159,165],"superior":[161],"EDSAS":[164],"improved":[169],"rate,":[172],"correspondingly,":[174],"efficiency":[176],"through":[177],"relaxed":[178],"error":[179],"tolerances":[180],"maintaining":[182],"reasonable":[184],"performance.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}