{"id":"https://openalex.org/W4319303945","doi":"https://doi.org/10.1109/tccn.2023.3242376","title":"Deep Mobile Path Prediction With Shift-and-Join and Carry-Ahead","display_name":"Deep Mobile Path Prediction With Shift-and-Join and Carry-Ahead","publication_year":2023,"publication_date":"2023-02-06","ids":{"openalex":"https://openalex.org/W4319303945","doi":"https://doi.org/10.1109/tccn.2023.3242376"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2023.3242376","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tccn.2023.3242376","pdf_url":"https://ieeexplore.ieee.org/ielx7/6687307/7294639/10036938.pdf","source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6687307/7294639/10036938.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043279690","display_name":"Huigyu Yang","orcid":"https://orcid.org/0000-0002-2409-166X"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Huigyu Yang","raw_affiliation_strings":["Department of Superintelligence Engineering, Sungkyunkwan University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-2409-166X","affiliations":[{"raw_affiliation_string":"Department of Superintelligence Engineering, Sungkyunkwan University, Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022697983","display_name":"Syed M. Raza","orcid":"https://orcid.org/0000-0001-6580-3232"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Syed M. Raza","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-6580-3232","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026687678","display_name":"Moonseong Kim","orcid":"https://orcid.org/0000-0003-2692-6883"},"institutions":[{"id":"https://openalex.org/I5324124","display_name":"Seoul Theological University","ror":"https://ror.org/00m4aws33","country_code":"KR","type":"education","lineage":["https://openalex.org/I5324124"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Moonseong Kim","raw_affiliation_strings":["Department of IT Convergence Software, Seoul Theological University, Bucheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2692-6883","affiliations":[{"raw_affiliation_string":"Department of IT Convergence Software, Seoul Theological University, Bucheon, South Korea","institution_ids":["https://openalex.org/I5324124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054933494","display_name":"Hyunseung Choo","orcid":"https://orcid.org/0000-0002-6485-3155"},"institutions":[{"id":"https://openalex.org/I5324124","display_name":"Seoul Theological University","ror":"https://ror.org/00m4aws33","country_code":"KR","type":"education","lineage":["https://openalex.org/I5324124"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunseung Choo","raw_affiliation_strings":["Department of IT Convergence Software, Seoul Theological University, Bucheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6485-3155","affiliations":[{"raw_affiliation_string":"Department of IT Convergence Software, Seoul Theological University, Bucheon, South Korea","institution_ids":["https://openalex.org/I5324124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5013,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8760463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"3","first_page":"811","last_page":"825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9988999962806702,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9955000281333923,"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":0.8824958205223083},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5770794749259949},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.477719783782959},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4245012104511261},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4230322539806366},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4201497435569763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4055377244949341},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37384817004203796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3691043257713318},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10793504118919373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8824958205223083},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5770794749259949},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.477719783782959},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4245012104511261},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4230322539806366},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4201497435569763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4055377244949341},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37384817004203796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3691043257713318},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10793504118919373},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2023.3242376","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tccn.2023.3242376","pdf_url":"https://ieeexplore.ieee.org/ielx7/6687307/7294639/10036938.pdf","source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tccn.2023.3242376","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tccn.2023.3242376","pdf_url":"https://ieeexplore.ieee.org/ielx7/6687307/7294639/10036938.pdf","source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G3765408690","display_name":null,"funder_award_id":"IITP-2022- 2020-0-01821","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4700831490","display_name":null,"funder_award_id":"2022-","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G548990309","display_name":null,"funder_award_id":"IITP-2021-0-02132","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7123141936","display_name":null,"funder_award_id":"IITP-2022-2015-0-00742","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319303945.pdf","grobid_xml":"https://content.openalex.org/works/W4319303945.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1626398438","https://openalex.org/W1899504021","https://openalex.org/W2017377889","https://openalex.org/W2027660225","https://openalex.org/W2064675550","https://openalex.org/W2074121977","https://openalex.org/W2077451659","https://openalex.org/W2095864562","https://openalex.org/W2097803538","https://openalex.org/W2130942839","https://openalex.org/W2150355110","https://openalex.org/W2168642961","https://openalex.org/W2261198379","https://openalex.org/W2268617045","https://openalex.org/W2294097774","https://openalex.org/W2305253737","https://openalex.org/W2523438800","https://openalex.org/W2592864539","https://openalex.org/W2613278213","https://openalex.org/W2735953229","https://openalex.org/W2743711613","https://openalex.org/W2753140366","https://openalex.org/W2762334571","https://openalex.org/W2770967248","https://openalex.org/W2788114581","https://openalex.org/W2802023930","https://openalex.org/W2809089690","https://openalex.org/W2891750563","https://openalex.org/W2897331688","https://openalex.org/W2899753121","https://openalex.org/W2903957515","https://openalex.org/W2908595264","https://openalex.org/W2963393241","https://openalex.org/W2969534742","https://openalex.org/W2971071276","https://openalex.org/W2989639897","https://openalex.org/W3007235619","https://openalex.org/W3020866103","https://openalex.org/W3033535063","https://openalex.org/W3041738830","https://openalex.org/W3084077437","https://openalex.org/W3093456443","https://openalex.org/W3097253724","https://openalex.org/W3111150989","https://openalex.org/W3120437934","https://openalex.org/W3123096029","https://openalex.org/W3123760665","https://openalex.org/W3161504266","https://openalex.org/W4206987364","https://openalex.org/W4210828261","https://openalex.org/W6631636882","https://openalex.org/W6636500457","https://openalex.org/W6679436768","https://openalex.org/W6734394903","https://openalex.org/W6737454906"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2127970246"],"abstract_inverted_index":{"Importance":[0],"of":[1,15,26,46,122,134,142,152,185],"user":[2,53,57],"mobility":[3,48,128],"has":[4],"rapidly":[5],"increased":[6],"in":[7,191],"5G":[8],"due":[9],"to":[10,50,78],"reduced":[11],"cell":[12],"sizes,":[13],"management":[14,28],"Multi-access":[16],"Edge":[17],"Computing":[18],"(MEC),":[19],"and":[20,33,106,120,140,169,182,198],"ultra-low":[21],"latency":[22],"services.":[23],"Reactive":[24],"nature":[25],"existing":[27],"systems":[29,41],"is":[30,64,94,125],"a":[31,65],"bottleneck,":[32],"it":[34],"can":[35],"be":[36],"solved":[37],"by":[38],"building":[39],"proactive":[40],"that":[42],"exploit":[43],"temporal":[44],"characteristics":[45],"time-series":[47],"data":[49],"predict":[51],"long-term":[52],"movement":[54],"(i.e.path).":[55],"However,":[56],"mobile":[58,84,145,158,189],"path":[59,85],"prediction":[60,176],"with":[61,86,166],"useable":[62],"accuracy":[63],"challenging":[66],"task,":[67],"particularly":[68],"for":[69,82,156,179],"lengthy":[70],"target":[71,186],"trajectories.":[72],"This":[73],"paper":[74],"adopts":[75],"general":[76],"approaches":[77],"propose":[79],"two":[80],"models":[81,109,124,155],"predicting":[83],"high":[87],"accuracy.":[88],"Step":[89],"Forward":[90],"Iteration":[91],"(SFI)":[92],"model":[93,102],"based":[95],"on":[96,127],"recursive":[97],"approach,":[98,105],"whereas":[99],"Encoder-Decoder":[100],"(ED)":[101],"follows":[103],"multi-output":[104],"both":[107],"the":[108,116,131,143,153,192],"use":[110],"Long-Short":[111],"Term":[112],"Memory":[113],"(LSTM)":[114],"as":[115,161],"learning":[117],"unit.":[118],"Training":[119],"testing":[121],"these":[123],"done":[126],"datasets":[129],"from":[130],"wireless":[132],"network":[133,159],"Pangyo":[135],"ICT":[136],"Research":[137],"Center,":[138],"Korea":[139],"one":[141],"Korean":[144],"operators.":[146],"The":[147,174],"experiment":[148],"results":[149],"show":[150],"viability":[151],"proposed":[154],"leveraging":[157],"management,":[160],"they":[162],"outperform":[163],"state-of-the-art":[164],"GRU":[165],"attention":[167],"(GRU-ATTN)":[168],"Transformer":[170],"Network":[171],"(TN)":[172],"models.":[173],"highest":[175],"accuracies":[177],"achieved":[178],"3,":[180],"5,":[181],"7":[183],"steps":[184],"sequences":[187],"(i.e.predicted":[188],"path)":[190],"campus":[193],"dataset":[194],"are":[195],"96%,":[196],"90%,":[197],"87%,":[199],"respectively.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}