{"id":"https://openalex.org/W3044479924","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145434","title":"An Inter-Disciplinary Modelling Approach in Industrial 5G/6G and Machine Learning Era","display_name":"An Inter-Disciplinary Modelling Approach in Industrial 5G/6G and Machine Learning Era","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3044479924","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145434","mag":"3044479924"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops49005.2020.9145434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088958746","display_name":"Abdelrahim Mohamed","orcid":"https://orcid.org/0000-0002-8553-1235"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdelrahim Mohamed","raw_affiliation_strings":["Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014562204","display_name":"Hang Ruan","orcid":null},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hang Ruan","raw_affiliation_strings":["Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002373770","display_name":"Mohamed Heshmat Hassan Abdelwahab","orcid":null},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]},{"id":"https://openalex.org/I97455420","display_name":"Sohag University","ror":"https://ror.org/02wgx3e98","country_code":"EG","type":"education","lineage":["https://openalex.org/I97455420"]}],"countries":["EG","GB"],"is_corresponding":false,"raw_author_name":"Mohamed Heshmat Hassan Abdelwahab","raw_affiliation_strings":["Department of Mathematics, Sohag University, Sohag, Egypt","Surrey Space Centre & University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Sohag University, Sohag, Egypt","institution_ids":["https://openalex.org/I97455420"]},{"raw_affiliation_string":"Surrey Space Centre & University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081621271","display_name":"Bogdan Dorneanu","orcid":"https://orcid.org/0000-0003-3553-6625"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]},{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Bogdan Dorneanu","raw_affiliation_strings":["Chemical Process Engineering, University of Surrey, Guildford, U.K","LS Prozess- und Anlagentechnik, Brandenburgische Technische Univerist\u00e4t Cottbus-Senftenberg, Cottbus, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemical Process Engineering, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"LS Prozess- und Anlagentechnik, Brandenburgische Technische Univerist\u00e4t Cottbus-Senftenberg, Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002566516","display_name":"Pei Xiao","orcid":"https://orcid.org/0000-0002-7886-5878"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pei Xiao","raw_affiliation_strings":["Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044751389","display_name":"Harvey Arellano\u2010Garc\u00eda","orcid":"https://orcid.org/0000-0002-8297-0232"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]},{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Harvey Arellano-Garcia","raw_affiliation_strings":["Chemical Process Engineering, University of Surrey, Guildford, U.K","LS Prozess- und Anlagentechnik, Brandenburgische Technische Univerist\u00e4t Cottbus-Senftenberg, Cottbus, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemical Process Engineering, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"LS Prozess- und Anlagentechnik, Brandenburgische Technische Univerist\u00e4t Cottbus-Senftenberg, Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038207720","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-2150-5986"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["Surrey Space Centre & University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Surrey Space Centre & University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032549075","display_name":"Rahim Tafazolli","orcid":"https://orcid.org/0000-0002-6062-8639"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rahim Tafazolli","raw_affiliation_strings":["Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Home of 5GIC, Institute for Communication Systems, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10763","display_name":"Digital Transformation in Industry","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/modular-design","display_name":"Modular design","score":0.713588535785675},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6683042049407959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6184489727020264},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5868179202079773},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5613958835601807},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5472632050514221},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48872828483581543},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.48137548565864563},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46030500531196594},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4501226246356964},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.43903133273124695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4313778579235077},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.41544532775878906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4095175862312317},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39772024750709534},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.36260300874710083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22356504201889038},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21397259831428528},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10819777846336365}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.713588535785675},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6683042049407959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184489727020264},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5868179202079773},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5613958835601807},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5472632050514221},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48872828483581543},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.48137548565864563},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46030500531196594},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4501226246356964},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.43903133273124695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4313778579235077},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.41544532775878906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4095175862312317},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39772024750709534},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36260300874710083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22356504201889038},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21397259831428528},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10819777846336365},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccworkshops49005.2020.9145434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-155858","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-155858","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G4512960364","display_name":null,"funder_award_id":"EP/R001588/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1993024865","https://openalex.org/W2128569883","https://openalex.org/W2143907646","https://openalex.org/W2343814947","https://openalex.org/W2460802106","https://openalex.org/W2551370127","https://openalex.org/W2571254578","https://openalex.org/W2767266276","https://openalex.org/W2767507316","https://openalex.org/W2797302551","https://openalex.org/W2906136421","https://openalex.org/W2913400796","https://openalex.org/W3100857292"],"related_works":["https://openalex.org/W2288499350","https://openalex.org/W2020830918","https://openalex.org/W1691624325","https://openalex.org/W308557111","https://openalex.org/W4387011695","https://openalex.org/W2275978933","https://openalex.org/W2351568193","https://openalex.org/W2264421645","https://openalex.org/W64633261","https://openalex.org/W4313216081"],"abstract_inverted_index":{"Unlike":[0],"conventional":[1],"cellular":[2],"systems,":[3],"the":[4,40,92,105,135],"fifth":[5],"generation":[6],"(5G)":[7],"and":[8,27,31,45,61,117,131,147,160,165],"beyond":[9],"includes":[10],"intrinsic":[11],"support":[12],"for":[13,58,157],"vertical":[14],"industries":[15],"with":[16,23,53,76,129,139,171],"diverse":[17],"service":[18,141],"requirements.":[19,143],"Industrial":[20],"process":[21],"automation":[22],"autonomous":[24],"fault":[25,62,121,163],"detection":[26,164],"prediction,":[28],"optimised":[29,59,172],"operations":[30,60],"proactive":[32],"control":[33],"can":[34,101],"be":[35,102],"considered":[36],"as":[37],"one":[38],"of":[39,43,110],"key":[41],"verticals":[42],"5G":[44],"beyond.":[46],"Such":[47],"applications":[48],"enable":[49,134],"equipping":[50],"industrial":[51,79],"plants":[52,80],"a":[54,83,97,120,125,153,161],"reasoning":[55,93],"sixth":[56,88,136],"sense":[57,89,137],"avoidance.":[63],"In":[64],"this":[65,87],"direction,":[66],"we":[67],"introduce":[68],"an":[69],"inter-disciplinary":[70],"approach":[71,149],"integrating":[72],"wireless":[73,126],"sensor":[74,173],"networks":[75],"machine":[77],"learning-enabled":[78],"to":[81,104,133],"build":[82],"step":[84],"towards":[85],"developing":[86],"technology,":[90],"i.e.,":[91],"ability.":[94],"We":[95],"develop":[96],"modular-based":[98],"system":[99],"that":[100],"adapted":[103],"vertical-specific":[106],"elements.":[107],"Without":[108],"loss":[109],"generalisation,":[111],"exemplary":[112],"use":[113],"cases":[114],"are":[115,150],"developed":[116],"presented":[118],"including":[119],"detection/prediction":[122],"scheme":[123],"in":[124,152],"communication":[127],"network":[128],"sensors":[130],"actuators":[132],"technology":[138],"guaranteed":[140],"load":[142],"The":[144],"proposed":[145],"schemes":[146],"modelling":[148],"implemented":[151],"real":[154],"chemical":[155],"plant":[156],"testing":[158],"purposes,":[159],"high":[162],"prediction":[166],"accuracy":[167],"is":[168],"achieved":[169],"coupled":[170],"density":[174],"analysis.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
