{"id":"https://openalex.org/W4317419748","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012933","title":"Edge Intelligence in Mobile Nodes: Opportunistic Pipeline via 5G D2D for On-site Sensing","display_name":"Edge Intelligence in Mobile Nodes: Opportunistic Pipeline via 5G D2D for On-site Sensing","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4317419748","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012933"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2022-fall57202.2022.10012933","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2022-fall57202.2022.10012933","pdf_url":null,"source":{"id":"https://openalex.org/S4363607792","display_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","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/A5074002608","display_name":"Terry N. Guo","orcid":"https://orcid.org/0000-0002-7330-2152"},"institutions":[{"id":"https://openalex.org/I63920570","display_name":"Tennessee Technological University","ror":"https://ror.org/05drmrq39","country_code":"US","type":"education","lineage":["https://openalex.org/I63920570"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Terry N. Guo","raw_affiliation_strings":["Tennessee Tech University,Center for Manufacturing Research,Cookeville,TN,USA,38505"],"affiliations":[{"raw_affiliation_string":"Tennessee Tech University,Center for Manufacturing Research,Cookeville,TN,USA,38505","institution_ids":["https://openalex.org/I63920570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051598728","display_name":"Hawzhin Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hawzhin Mohammed","raw_affiliation_strings":["Penn State University,Information Science and Technology,Altoona,PA,USA,16601"],"affiliations":[{"raw_affiliation_string":"Penn State University,Information Science and Technology,Altoona,PA,USA,16601","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034599612","display_name":"Syed Rafay Hasan","orcid":"https://orcid.org/0000-0003-0183-8086"},"institutions":[{"id":"https://openalex.org/I63920570","display_name":"Tennessee Technological University","ror":"https://ror.org/05drmrq39","country_code":"US","type":"education","lineage":["https://openalex.org/I63920570"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed R. Hasan","raw_affiliation_strings":["Tennessee Tech University,Department of ECE,Cookeville,TN,USA,38505"],"affiliations":[{"raw_affiliation_string":"Tennessee Tech University,Department of ECE,Cookeville,TN,USA,38505","institution_ids":["https://openalex.org/I63920570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074002608"],"corresponding_institution_ids":["https://openalex.org/I63920570"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21982759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9990000128746033,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8010807037353516},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7907543182373047},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.55317223072052},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.516374945640564},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5009620189666748},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4888012111186981},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4795089066028595},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.47833701968193054},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46861323714256287},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4406220614910126},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4300047755241394},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40745246410369873},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3547707200050354},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.1718997359275818},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15223988890647888},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09501969814300537},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06717857718467712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8010807037353516},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7907543182373047},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.55317223072052},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.516374945640564},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5009620189666748},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4888012111186981},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4795089066028595},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.47833701968193054},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46861323714256287},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4406220614910126},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4300047755241394},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40745246410369873},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3547707200050354},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.1718997359275818},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15223988890647888},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09501969814300537},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06717857718467712},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2022-fall57202.2022.10012933","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2022-fall57202.2022.10012933","pdf_url":null,"source":{"id":"https://openalex.org/S4363607792","display_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2040921991","https://openalex.org/W2059720586","https://openalex.org/W2073726009","https://openalex.org/W2103972037","https://openalex.org/W2113257905","https://openalex.org/W2160048449","https://openalex.org/W2317156622","https://openalex.org/W2345282151","https://openalex.org/W2475337353","https://openalex.org/W2513747323","https://openalex.org/W2774706425","https://openalex.org/W2896180420","https://openalex.org/W2905343880","https://openalex.org/W2962751492","https://openalex.org/W2963276168","https://openalex.org/W4249516033"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W3037187668","https://openalex.org/W2115913271","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W2043253324","https://openalex.org/W2018648706","https://openalex.org/W4234772502"],"abstract_inverted_index":{"Foreseeing":[0],"several":[1],"potential":[2],"use":[3],"cases,":[4],"this":[5,165],"paper":[6],"proposes":[7],"a":[8,19,53,86,102,114,159],"node-level":[9,59],"edge":[10,60],"intelligence":[11],"(EI)":[12],"based":[13,33],"mobile":[14,40,87],"pipeline":[15,88,117,133],"computing":[16,46,76],"concept":[17],"in":[18,37],"Device-to-Device":[20],"(D2D)":[21],"communication":[22],"setup":[23],"and":[24,94,109,112,137,142,147,157],"studies":[25],"the":[26,38,48,64,107,123,126,132],"related":[27],"issues,":[28],"where":[29],"D2D":[30],"is":[31,135],"likely":[32],"on":[34,63,131],"millimeter-wave":[35],"(mmWave)":[36],"5G":[39],"communication.":[41],"Different":[42],"from":[43],"traditional":[44],"distributed":[45],"systems,":[47],"proposed":[49],"opportunistic":[50],"system":[51,103,155],"employs":[52],"chain":[54],"of":[55,84,122,128],"wirelessly":[56],"pipelined":[57],"resource-limited":[58],"devices":[61],"(NEDs)":[62],"move":[65],"to":[66,153],"handle":[67],"real-time":[68],"computation-intensive":[69],"multi-stage":[70],"processing":[71],"for":[72,139,161],"which":[73],"current":[74],"cloud":[75],"technology":[77],"may":[78],"not":[79],"be":[80,90],"suitable.":[81],"The":[82],"feasibility":[83,124],"such":[85],"can":[89],"anticipated":[91],"as":[92],"high-speed":[93],"low-latency":[95],"wireless":[96],"technologies":[97],"get":[98],"mature.":[99],"We":[100],"present":[101],"model":[104],"by":[105],"defining":[106],"architecture":[108],"basic":[110],"functions":[111],"introducing":[113],"possible":[115],"optimal":[116],"finding":[118],"procedure.":[119],"As":[120],"part":[121],"assessment,":[125],"impact":[127],"mmWave":[129],"blockage":[130],"stability":[134],"analyzed":[136],"examined":[138],"both":[140],"single-pipeline":[141],"concurrent-multiple-pipeline":[143],"scenarios.":[144],"Our":[145],"design":[146,156],"analysis":[148],"results":[149],"provide":[150],"specific":[151],"insight":[152],"guide":[154],"lay":[158],"foundation":[160],"further":[162],"work":[163],"along":[164],"line.":[166]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}