{"id":"https://openalex.org/W3188805842","doi":"https://doi.org/10.1109/icc42927.2021.9500396","title":"QoS in IoT Networks based on Link Quality Prediction","display_name":"QoS in IoT Networks based on Link Quality Prediction","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3188805842","doi":"https://doi.org/10.1109/icc42927.2021.9500396","mag":"3188805842"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03162826","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008445781","display_name":"Ch\u00e9rifa Boucetta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210137396","display_name":"Centre de Recherche en \u00c9conomie et Statistique","ror":"https://ror.org/0449khs19","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210108488","https://openalex.org/I4210108488","https://openalex.org/I4210137396","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I84009706"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Cherifa Boucetta","raw_affiliation_strings":["Universit\u00e9 de Reims Champagne-Ardenne, Reims, France","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Reims Champagne-Ardenne, Reims, France","institution_ids":["https://openalex.org/I96226040"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073380087","display_name":"Boubakr Nour","orcid":"https://orcid.org/0000-0001-5609-856X"},"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"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Boubakr Nour","raw_affiliation_strings":["LIPADE, Universit\u00e9 de Paris, Paris, France","BIT - Beijing Institute of Technology (5 South Zhongguancun Street, Haidian District, Beijing Postcode: 100081 - China)"],"affiliations":[{"raw_affiliation_string":"LIPADE, Universit\u00e9 de Paris, Paris, France","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I204730241"]},{"raw_affiliation_string":"BIT - Beijing Institute of Technology (5 South Zhongguancun Street, Haidian District, Beijing Postcode: 100081 - China)","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006132291","display_name":"Alberic Cusin","orcid":null},"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"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Alberic Cusin","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology, Beijing, China","LIPADE (URP_2517) - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"LIPADE (URP_2517) - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210159731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000563829","display_name":"Hassine Moungla","orcid":"https://orcid.org/0000-0002-0325-6680"},"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"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Hassine Moungla","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology, Beijing, China","UMR 5157 CNRS, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","LIPADE (URP_2517) - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"UMR 5157 CNRS, Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]},{"raw_affiliation_string":"LIPADE (URP_2517) - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008445781"],"corresponding_institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396","https://openalex.org/I96226040"],"apc_list":null,"apc_paid":null,"fwci":1.2139,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.76821953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9957000017166138,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9950000047683716,"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/testbed","display_name":"Testbed","score":0.8578135967254639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8516048789024353},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.7018922567367554},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6453198790550232},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6183412075042725},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5431067943572998},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5309633016586304},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4755784571170807},{"id":"https://openalex.org/keywords/neighbor-discovery-protocol","display_name":"Neighbor Discovery Protocol","score":0.4686433970928192},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4506606161594391},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.4460754692554474},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3802722692489624},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3653016686439514},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3619237542152405},{"id":"https://openalex.org/keywords/internet-protocol","display_name":"Internet Protocol","score":0.2257710099220276},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16634002327919006},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11751168966293335}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8578135967254639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8516048789024353},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7018922567367554},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6453198790550232},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6183412075042725},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5431067943572998},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5309633016586304},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4755784571170807},{"id":"https://openalex.org/C165932591","wikidata":"https://www.wikidata.org/wiki/Q1547947","display_name":"Neighbor Discovery Protocol","level":4,"score":0.4686433970928192},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4506606161594391},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.4460754692554474},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3802722692489624},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3653016686439514},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3619237542152405},{"id":"https://openalex.org/C35341882","wikidata":"https://www.wikidata.org/wiki/Q8795","display_name":"Internet Protocol","level":3,"score":0.2257710099220276},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16634002327919006},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11751168966293335},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc42927.2021.9500396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03162826v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03162826","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Communications (ICC), 2021, Montreal (virtual), Canada. pp.1-7, ⟨10.1109/ICC42927.2021.9500396⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03162826v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03162826","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Communications (ICC), 2021, Montreal (virtual), Canada. pp.1-7, ⟨10.1109/ICC42927.2021.9500396⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W2003424643","https://openalex.org/W2078430462","https://openalex.org/W2085093677","https://openalex.org/W2097321401","https://openalex.org/W2100255987","https://openalex.org/W2122974470","https://openalex.org/W2134295053","https://openalex.org/W2156149655","https://openalex.org/W2159297871","https://openalex.org/W2573587735","https://openalex.org/W2777551158","https://openalex.org/W2792274713","https://openalex.org/W2915809362","https://openalex.org/W2950870576","https://openalex.org/W2953118818","https://openalex.org/W2999138955","https://openalex.org/W3009215645","https://openalex.org/W3120934607","https://openalex.org/W3196773948","https://openalex.org/W4285719527","https://openalex.org/W6628877408","https://openalex.org/W6651488057","https://openalex.org/W6746876885","https://openalex.org/W6800572253"],"related_works":["https://openalex.org/W4312354564","https://openalex.org/W4313060396","https://openalex.org/W3205411230","https://openalex.org/W4286899009","https://openalex.org/W9168048","https://openalex.org/W4300849822","https://openalex.org/W4376480820","https://openalex.org/W3155891479","https://openalex.org/W3029351463","https://openalex.org/W4308600690"],"abstract_inverted_index":{"The":[0,79],"success":[1],"of":[2,5,19,32,38,87,107,110,140,148],"the":[3,10,17,30,36,42,47,50,58,62,71,84,95,99,105,111,141,146],"Internet":[4],"Things":[6],"(IoT)":[7],"depends":[8],"on":[9],"ability":[11],"to":[12,16,82,93,103,118],"provide":[13],"reliable":[14],"communication":[15],"billions":[18],"devices":[20],"that":[21],"are":[22],"used":[23],"in":[24,61],"many":[25],"applications.":[26],"In":[27,53],"essence,":[28],"estimating":[29],"quality":[31,60],"wireless":[33],"links":[34],"ensures":[35],"optimization":[37],"several":[39],"protocols,":[40],"reduces":[41],"end-to-end":[43],"latency,":[44],"and":[45,49,76,102,136,152],"increases":[46],"reliability":[48],"network":[51,68,127],"lifetime.":[52],"this":[54],"paper,":[55],"we":[56],"study":[57],"link":[59],"Time":[63],"Slotted":[64],"Channel":[65],"Hopping":[66],"(TSCH)":[67],"by":[69,144],"analyzing":[70],"received":[72],"signal":[73],"strength":[74],"(RSSI)":[75],"error":[77],"rates.":[78],"objective":[80],"is":[81,91],"understand":[83],"temporal":[85],"properties":[86],"these":[88],"parameters":[89],"which":[90],"important":[92],"select":[94],"appropriate":[96],"channels":[97,143],"for":[98],"critical":[100],"applications":[101],"enhance":[104],"Quality":[106],"Service":[108],"(QoS)":[109],"network.":[112],"We":[113,132],"apply":[114],"machine":[115],"learning":[116],"techniques":[117],"a":[119,124,138],"real":[120],"dataset":[121],"collected":[122],"from":[123],"testbed":[125],"IoT":[126],"deployed":[128],"at":[129],"Grenoble,":[130],"France.":[131],"define":[133],"five":[134],"classes":[135],"present":[137],"classification":[139],"16":[142],"comparing":[145],"performances":[147],"KNN":[149],"(k-Nearest":[150],"Neighbor)":[151],"LSTM":[153],"(Long":[154],"Short-Term":[155],"Memory)":[156],"algorithms.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}