{"id":"https://openalex.org/W4223434577","doi":"https://doi.org/10.1142/s219688882250018x","title":"An Estimation Approach to Optimize Energy Consumption in Wireless Sensor Network: A Health-Care Application","display_name":"An Estimation Approach to Optimize Energy Consumption in Wireless Sensor Network: A Health-Care Application","publication_year":2022,"publication_date":"2022-04-11","ids":{"openalex":"https://openalex.org/W4223434577","doi":"https://doi.org/10.1142/s219688882250018x"},"language":"en","primary_location":{"id":"doi:10.1142/s219688882250018x","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s219688882250018x","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1142/s219688882250018x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012890123","display_name":"Marwa Hachicha","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Marwa Hachicha","raw_affiliation_strings":["ReDCAD, University of Sfax, B.P. 1173, 3038 Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"ReDCAD, University of Sfax, B.P. 1173, 3038 Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081651704","display_name":"Riadh Ben Halima","orcid":"https://orcid.org/0000-0002-9988-682X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Riadh Ben Halima","raw_affiliation_strings":["ReDCAD, University of Sfax, B.P. 1173, 3038 Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"ReDCAD, University of Sfax, B.P. 1173, 3038 Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028318854","display_name":"Ahmed Jemal","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ahmed Jemal","raw_affiliation_strings":["ReDCAD, University of Sfax, B.P. 1173, 3038 Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"ReDCAD, University of Sfax, B.P. 1173, 3038 Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012890123"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.4142,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60512138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"09","issue":"04","first_page":"369","last_page":"393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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":0.9998999834060669,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9954000115394592,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7915996313095093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7737798690795898},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6230844259262085},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5401858687400818},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4919142723083496},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.43510720133781433},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42924362421035767},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38065800070762634},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31426239013671875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18488863110542297},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11830341815948486}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7915996313095093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7737798690795898},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6230844259262085},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5401858687400818},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4919142723083496},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.43510720133781433},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42924362421035767},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38065800070762634},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31426239013671875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18488863110542297},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11830341815948486},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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":2,"locations":[{"id":"doi:10.1142/s219688882250018x","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s219688882250018x","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bcfe300f16b843a8900e8835111fe4d2","is_oa":true,"landing_page_url":"https://doaj.org/article/bcfe300f16b843a8900e8835111fe4d2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vietnam Journal of Computer Science, Vol 09, Iss 04, Pp 369-393 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1142/s219688882250018x","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s219688882250018x","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W43423956","https://openalex.org/W77046077","https://openalex.org/W1779386434","https://openalex.org/W1965823919","https://openalex.org/W2093206851","https://openalex.org/W2106710314","https://openalex.org/W2110936068","https://openalex.org/W2114786478","https://openalex.org/W2127748200","https://openalex.org/W2136982937","https://openalex.org/W2139184719","https://openalex.org/W2150039965","https://openalex.org/W2150905024","https://openalex.org/W2625471754","https://openalex.org/W2748031477","https://openalex.org/W2800473328","https://openalex.org/W2886544909","https://openalex.org/W2946450880","https://openalex.org/W2984531352","https://openalex.org/W3010954678","https://openalex.org/W3084702315","https://openalex.org/W3093340211"],"related_works":["https://openalex.org/W2494523064","https://openalex.org/W2943623134","https://openalex.org/W2215759665","https://openalex.org/W1975451135","https://openalex.org/W2960358116","https://openalex.org/W2030292806","https://openalex.org/W2989915292","https://openalex.org/W3041172967","https://openalex.org/W2111773953","https://openalex.org/W179829755"],"abstract_inverted_index":{"Wireless":[0],"Sensor":[1],"Network":[2],"(WSN)":[3],"is":[4,21,44,61,88,136,156],"gaining":[5],"popularity":[6],"day":[7,9],"by":[8],"in":[10,28,70,91,115,132],"a":[11,23,45,117,147,151,159,167,188,191,253,275],"large":[12],"area":[13],"of":[14,19,25,30,55,73,93,100,105,196,220,245,258,262,268,270],"applications.":[15],"However,":[16],"the":[17,42,66,71,74,97,101,106,186,216,239,259,263,271],"operation":[18],"WSN":[20,34,228],"facing":[22],"multitude":[24],"challenges,":[26],"mainly":[27],"terms":[29,92],"energy":[31,68,94,126,130,201,273],"consumption":[32,131],"since":[33],"nodes":[35],"operate":[36],"with":[37,166,190,210,238,265],"battery":[38,72,98,260],"power":[39],"and":[40,95,103,128,142,150,198,207,218],"changing":[41],"batteries":[43],"complicated":[46],"task,":[47],"as":[48,158],"networks":[49],"may":[50],"include":[51],"hundreds":[52],"to":[53,64,77,122,256],"thousands":[54],"nodes.":[56],"In":[57,109,247],"this":[58,110],"context,":[59],"it":[60],"very":[62,89],"crucial":[63],"know":[65],"remaining":[67,272],"value":[69],"sensor":[75,102,264],"node":[76],"take":[78],"required":[79],"actions":[80],"before":[81],"losing":[82],"sensor\u2019s":[83],"function.":[84],"Sending":[85],"these":[86,124],"measurements":[87],"expensive":[90],"reduces":[96],"lifetime":[99],"thus":[104],"entire":[107],"network.":[108],"paper,":[111],"we":[112,180],"are":[113],"interested":[114],"defining":[116],"probabilistic":[118],"approach":[119,135,155,165,250],"which":[120,232],"aims":[121],"estimate":[123],"monitoring":[125,170,234],"values":[127],"optimize":[129],"WSN.":[133],"Our":[134,154,223],"based":[137,184],"on":[138,185],"hidden":[139],"Markov":[140],"chains":[141],"includes":[143],"two":[144],"phases":[145],"namely":[146],"learning":[148],"phase":[149],"prediction":[152],"phase.":[153],"implemented":[157],"web":[160],"service.":[161],"We":[162],"illustrate":[163],"our":[164,178,221,249],"sensor-based":[168],"health-care":[169],"case":[171],"study":[172],"for":[173,193,199],"COVID-19":[174],"patients.":[175],"To":[176],"evaluate":[177],"approach,":[179],"carry":[181],"out":[182],"experimentations":[183,214],"AvroraZ":[187],"simulator":[189],"test":[192],"different":[194,200],"types":[195],"applications":[197,229,231],"models:":[202],"\u03bcAMPS-specific":[203,240],"model,":[204,206],"Mica2-specific":[205,208],"model":[209,241],"actual":[211],"measurements.":[212],"These":[213],"demonstrate":[215],"accuracy":[217,244],"efficiency":[219],"approach.":[222],"results":[224],"show":[225],"that":[226],"periodic":[227],"i.e.":[230],"send":[233],"data":[235],"periodically,":[236],"tested":[237],"perform":[242,252],"an":[243,266],"98.65%.":[246],"addition,":[248],"can":[251],"gain":[254],"up":[255],"75%":[257],"charge":[261],"estimation":[267],"three-quarters":[269],"values.":[274],"https://www.redcad.org/members/benhalima/azem/":[276],".":[277]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}