{"id":"https://openalex.org/W4391308113","doi":"https://doi.org/10.1109/smc53992.2023.10394215","title":"TCFP: A Novel Privacy-Aware Edge Vehicular Trajectory Compression Scheme Using Fuzzy Markovian Prediction","display_name":"TCFP: A Novel Privacy-Aware Edge Vehicular Trajectory Compression Scheme Using Fuzzy Markovian Prediction","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4391308113","doi":"https://doi.org/10.1109/smc53992.2023.10394215"},"language":"en","primary_location":{"id":"doi:10.1109/smc53992.2023.10394215","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/smc53992.2023.10394215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5101875107","display_name":"Yinglong Li","orcid":"https://orcid.org/0000-0001-9098-5314"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinglong Li","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114723667","display_name":"Zhiwei Huang","orcid":"https://orcid.org/0009-0004-5477-4834"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Huang","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056827411","display_name":"Tieming Chen","orcid":"https://orcid.org/0000-0003-4664-3311"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tieming Chen","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100891607","display_name":"Xinchen Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinchen Xu","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002349071","display_name":"Weiru Liu","orcid":"https://orcid.org/0000-0001-8356-1361"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weiru Liu","raw_affiliation_strings":["School of Computer Science, EEE, and Engineering Maths, University of Bristol,Bristol,UK","School of Computer Science, EEE, and Engineering Maths, University of Bristol, Bristol, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, EEE, and Engineering Maths, University of Bristol,Bristol,UK","institution_ids":["https://openalex.org/I36234482"]},{"raw_affiliation_string":"School of Computer Science, EEE, and Engineering Maths, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068773146","display_name":"Mingqi Lv","orcid":"https://orcid.org/0000-0003-4810-7491"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqi Lv","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31870572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"01","issue":null,"first_page":"1217","last_page":"1223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.998199999332428,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9973000288009644,"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/T11106","display_name":"Data Management and Algorithms","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.7605952620506287},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6457549929618835},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6240333318710327},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5884804129600525},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4914778470993042},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.47167572379112244},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45130786299705505},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42798078060150146},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3738827705383301},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2990676164627075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25849321484565735},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12316164374351501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605952620506287},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6457549929618835},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6240333318710327},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5884804129600525},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4914778470993042},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.47167572379112244},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45130786299705505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42798078060150146},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3738827705383301},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2990676164627075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25849321484565735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12316164374351501},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53992.2023.10394215","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/smc53992.2023.10394215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8825203574","display_name":null,"funder_award_id":"U22B2028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1647934908","https://openalex.org/W1981934656","https://openalex.org/W2259385648","https://openalex.org/W2612068780","https://openalex.org/W2924884138","https://openalex.org/W2963906196","https://openalex.org/W3045202147","https://openalex.org/W3062588417","https://openalex.org/W3081112393","https://openalex.org/W3132271774","https://openalex.org/W3134583825","https://openalex.org/W3216788072","https://openalex.org/W4297699189","https://openalex.org/W4312522219","https://openalex.org/W4320004301","https://openalex.org/W6804668902"],"related_works":["https://openalex.org/W4323768008","https://openalex.org/W1941703695","https://openalex.org/W4248382324","https://openalex.org/W3131574667","https://openalex.org/W4360995134","https://openalex.org/W2039473718","https://openalex.org/W2387529410","https://openalex.org/W3023605104","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":{"Vehicular":[0],"trajectory":[1,18,79],"data":[2,19,80,114],"can":[3],"be":[4],"widely":[5],"used":[6],"in":[7,59,125],"applications":[8],"such":[9],"as":[10],"traffic":[11],"prediction":[12,100],"and":[13,22,26,132],"congestion":[14],"control.":[15],"However":[16],"vehicular":[17,33],"is":[20,57,73,91],"voluminous":[21],"requires":[23],"significant":[24],"storage":[25],"processing":[27],"resources,":[28],"which":[29,62],"contradicts":[30],"the":[31,77,85,117],"resources-constraint":[32],"networks.":[34],"Existing":[35],"compression":[36,41,72,90,128,130],"methods":[37],"suffer":[38],"either":[39],"low":[40],"effects":[42],"or":[43],"privacy":[44],"leakage.":[45],"A":[46],"privacy-aware":[47],"Trajectory":[48],"Compression":[49],"scheme":[50,120],"based":[51,111],"on":[52,84,112],"Fuzzy":[53],"markovian":[54],"Prediction":[55],"(TCFP)":[56],"proposed":[58,118],"this":[60],"paper,":[61],"consists":[63],"of":[64,67,127],"two":[65],"steps":[66],"fuzzy":[68,82,97,104],"compression.":[69],"The":[70],"first-step":[71],"achieved":[74],"by":[75],"converting":[76],"raw":[78],"into":[81],"information":[83,133],"edge":[86,94],"vehicle":[87],"sides.":[88],"Further":[89],"performed":[92],"at":[93],"RSUs":[95],"through":[96],"multi-order":[98],"Markovian":[99],"combined":[101],"with":[102],"new-devised":[103],"deviation":[105],"filtering":[106],"rules.":[107],"Extensive":[108],"experimental":[109],"evaluation":[110],"real-world":[113],"sets":[115],"demonstrates":[116],"TCFP":[119],"achieves":[121],"desired":[122],"QoS":[123],"performance":[124],"terms":[126],"rate,":[129],"time":[131],"loss.":[134]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}