{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T15:55:02Z","timestamp":1774540502908,"version":"3.50.1"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2020,8,18]],"date-time":"2020-08-18T00:00:00Z","timestamp":1597708800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,8,18]],"date-time":"2020-08-18T00:00:00Z","timestamp":1597708800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61902432"],"award-info":[{"award-number":["61902432"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772554"],"award-info":[{"award-number":["61772554"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602398"],"award-info":[{"award-number":["61602398"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672447"],"award-info":[{"award-number":["61672447"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hunan Provincial National Natural Science Foundation of China","award":["2017JJ3316"],"award-info":[{"award-number":["2017JJ3316"]}]},{"name":"Hunan Provincial National Natural Science Foundation of China","award":["No.2019JJ50592"],"award-info":[{"award-number":["No.2019JJ50592"]}]},{"name":"Independent Exploration and Innovation Project for Graduate Students of Central South University","award":["2019zzts589"],"award-info":[{"award-number":["2019zzts589"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Pers Ubiquit Comput"],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1007\/s00779-020-01440-0","type":"journal-article","created":{"date-parts":[[2020,8,18]],"date-time":"2020-08-18T15:07:38Z","timestamp":1597763258000},"page":"563-579","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":46,"title":["An intelligent big data collection technology based on micro mobile data centers for crowdsensing vehicular sensor network"],"prefix":"10.1007","volume":"27","author":[{"given":"Yingying","family":"Ren","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tian","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaobo","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6077-6300","authenticated-orcid":false,"given":"Jinhuan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,8,18]]},"reference":[{"key":"1440_CR1","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.jpdc.2019.06.012","volume":"133","author":"Q Liu","year":"2019","unstructured":"Liu Q, Hou P, Wang G, Peng T, Zhang S (2019) Intelligent route planning on large road networks with efficiency and privacy. J Parallel Distr Comp 133:93\u2013106","journal-title":"J Parallel Distr Comp"},{"key":"1440_CR2","doi-asserted-by":"publisher","unstructured":"Li T, Liu W, Wang T, Zhao M, Li X, Ma M (2020) Trust data col-lections via vehicles joint with unmanned aerial vehicles in the smart internet of things. Transactions on emerging telecommunications technologies, https:\/\/doi.org\/10.1002\/ett.3956, 2020","DOI":"10.1002\/ett.3956"},{"key":"1440_CR3","doi-asserted-by":"crossref","unstructured":"Cheng H, Xie Z, Wu L, Yu Z, Li R (2018) Data prediction model in wireless sensor networks based on bidirectional LSTM. EURASIP J Wirel Commun Netw 2019(1)","DOI":"10.1186\/s13638-019-1511-4"},{"key":"1440_CR4","doi-asserted-by":"publisher","first-page":"2019","DOI":"10.1109\/TII.2019.2962844","volume":"16","author":"T Wang","year":"2019","unstructured":"Wang T, Cao Z, Wang S, Wang J, Qi L, Liu A, Xie M, Li X (2019) Privacy-Enhanced Data Collection Based on Deep Learning for Internet of Vehicles. IEEE Trans Ind Inform 16:2019\u20136672. https:\/\/doi.org\/10.1109\/TII.2019.2962844","journal-title":"IEEE Trans Ind Inform"},{"key":"1440_CR5","doi-asserted-by":"publisher","unstructured":"Huang M, Zhang K, Zeng Z, Wang T, Liu Y (2020) An AUV-assisted data gathering scheme based on clustering and matrix completion for smart ocean. IEEE Internet Things J:2020. https:\/\/doi.org\/10.1109\/JIOT.2020.2988035","DOI":"10.1109\/JIOT.2020.2988035"},{"issue":"8","key":"1440_CR6","first-page":"1979","volume":"14","author":"J Wang","year":"2018","unstructured":"Wang J, Wang F, Wang Y, Zhang D, Lim BY, Wang L (2018) Allocating heterogeneous tasks in participatory sensing with diverse participant-side factors. IEEE Trans Mob Comput 14(8):1979\u20131991","journal-title":"IEEE Trans Mob Comput"},{"key":"1440_CR7","doi-asserted-by":"publisher","first-page":"964","DOI":"10.1016\/j.future.2016.11.031","volume":"78","author":"C Stergiou","year":"2018","unstructured":"Stergiou C, Psannis KE, Kim BG, Gupta B (2018) Secure integration of IoT and cloud computing. Futur Gener Comput Syst 78:964\u2013975","journal-title":"Futur Gener Comput Syst"},{"issue":"1","key":"1440_CR8","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/s12083-015-0409-0","volume":"10","author":"S Kumari","year":"2017","unstructured":"Kumari S, Chaudhry SA, Wu F, Li X, Farash MS, Khan MK (2017) An improved smart card based authentication scheme for session initiation protocol. Peer Peer Netwo Appl 10(1):92\u2013105","journal-title":"Peer Peer Netwo Appl"},{"key":"1440_CR9","doi-asserted-by":"publisher","unstructured":"Jiang B, Huang G, Wang T, Gui J, Zhu X (2020) Trust based energy efficient data collection with unmanned aerial vehicle in edge network. Trans Emerg Telecommun Technol. https:\/\/doi.org\/10.1002\/ett.3942","DOI":"10.1002\/ett.3942"},{"key":"1440_CR10","doi-asserted-by":"publisher","unstructured":"Wang T, Luo H, Zeng X, Yu Z, Liu A, Sangaiah A (2020) Mobility based trust evaluation for heterogeneous electric vehicles network in smart cities. IEEE Trans Intell Transp Syst:2020\u20132010. https:\/\/doi.org\/10.1109\/TITS.2020.2997377","DOI":"10.1109\/TITS.2020.2997377"},{"issue":"2014","key":"1440_CR11","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1016\/j.jnca.2014.02.013","volume":"42","author":"G Cueva-Fernandez","year":"2014","unstructured":"Cueva-Fernandez G, Espada JP, Garcia-Diaz V, Garcia CG, Garcia-Fernandez N (2014) Vitruvius: an expert system for vehicle sensor tracking and managing application generation. J Netw Comput Appl 42(2014):178\u2013188","journal-title":"J Netw Comput Appl"},{"key":"1440_CR12","doi-asserted-by":"crossref","unstructured":"Thiagarajan A, Ravindranath L, LaCurts K, et al (2009) VTrack: accurate, energy-aware road traffic delay estimation using mobile phone. Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems, pp. 85-98","DOI":"10.1145\/1644038.1644048"},{"key":"1440_CR13","unstructured":"\"Waze - outsmarting traffic, together\", 2013. [Online]. Available: http:\/\/www.waze.com\/"},{"issue":"8","key":"1440_CR14","first-page":"1661","volume":"14","author":"J Wang","year":"2018","unstructured":"Wang J, Wang F, Wang Y et al (2018) Social-network-assisted worker recruitment in mobile crowd sensing. IEEE Trans Mob Comput 14(8):1661\u20131673","journal-title":"IEEE Trans Mob Comput"},{"key":"1440_CR15","first-page":"1","volume":"2018","author":"W Zhu","year":"2018","unstructured":"Zhu W, Guo W, Yu Z, Xiong H (2018) Multitask allocation to heterogeneous participants in mobile crowd sensing. Wirel Commun Mob Comput 2018:1\u201310","journal-title":"Wirel Commun Mob Comput"},{"key":"1440_CR16","doi-asserted-by":"publisher","unstructured":"Kuang Z, Li G, Zhang L, Zhou H, Li C, Liu A (2020) Energy efficient mode selection, base station selection and resource allocation algorithm in D2D heterogeneous networks. Peer Peer Netwo Appl. https:\/\/doi.org\/10.1007\/s12083-020-00915-4","DOI":"10.1007\/s12083-020-00915-4"},{"issue":"7","key":"1440_CR17","doi-asserted-by":"publisher","first-page":"1595","DOI":"10.1109\/TMC.2017.2775230","volume":"17","author":"K Xie","year":"2018","unstructured":"Xie K, Wang L, Wang X, Xie G, Wen J (2018) Low cost and high accuracy data gathering in WSNs with matrix completion. IEEE Trans Mob Comput 17(7):1595\u20131608","journal-title":"IEEE Trans Mob Comput"},{"key":"1440_CR18","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1016\/j.adhoc.2015.06.005","volume":"36","author":"A Bazzi","year":"2016","unstructured":"Bazzi A, Zanella A (2016) Position based routing in crowd sensing vehicular networks. Ad Hoc Netw 36:409\u2013424","journal-title":"Ad Hoc Netw"},{"key":"1440_CR19","doi-asserted-by":"publisher","unstructured":"Ren Y, Zeng Z, Wang T, Zhang S, Zhi G (2020) A trust-based minimum cost and quality aware data collection scheme in P2P network. Peer-to-Peer Networking and Applications, DoI: https:\/\/doi.org\/10.1007\/s12083-020-00898-2, 2020","DOI":"10.1007\/s12083-020-00898-2"},{"key":"1440_CR20","doi-asserted-by":"publisher","unstructured":"Tan J, Liu W, Wang T, Zhao M, Liu A, Zhang S (2019) A high\u2010accurate content popularity prediction computational modeling for mobile edge computing using matrix completion technology. Trans Emerg Telecommun Technol:2019. https:\/\/doi.org\/10.1002\/ett.3871","DOI":"10.1002\/ett.3871"},{"issue":"5","key":"1440_CR21","doi-asserted-by":"publisher","first-page":"1319","DOI":"10.1109\/TITS.2015.2502322","volume":"17","author":"NW Lo","year":"2015","unstructured":"Lo NW, Tsai JL (2015) An efficient conditional privacy-preserving authentication scheme for vehicular sensor networks without pairings. IEEE Trans Intell Transp Syst 17(5):1319\u20131328","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"1440_CR22","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.adhoc.2016.02.002","volume":"43","author":"M Bonola","year":"2016","unstructured":"Bonola M, Bracciale L, Loreti P, Amici R, Rabuffi A, Bianchi G (2016) Opportunistic communication in smart city: experimental insight with small-scale taxi fleets as data carriers. Ad Hoc Netw 43:43\u201355","journal-title":"Ad Hoc Netw"},{"issue":"2","key":"1440_CR23","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1109\/JIOT.2017.2686451","volume":"4","author":"L Guo","year":"2017","unstructured":"Guo L, Dong M, Ota K, Li Q, Ye T, Wu J, Li J (2017) A secure mechanism for big data collection in large scale internet of vehicle. IEEE Internet Things J 4(2):601\u2013610","journal-title":"IEEE Internet Things J"},{"issue":"5","key":"1440_CR24","doi-asserted-by":"publisher","first-page":"1434","DOI":"10.1109\/TMC.2016.2595569","volume":"16","author":"K Xie","year":"2017","unstructured":"Xie K, Ning X, Wang X, Xie D, Cao J, Xie G, Wen J (2017) Re-cover corrupted data in sensor networks: a matrix completion solution. IEEE Trans Mob Comput 16(5):1434\u20131448","journal-title":"IEEE Trans Mob Comput"},{"key":"1440_CR25","doi-asserted-by":"publisher","first-page":"2019","DOI":"10.1109\/TCAD.2019.2917844","volume":"39","author":"C Zhuo","year":"2019","unstructured":"Zhuo C, Luo S, Gan H, Hu J, Shi Z (2019) Noise-aware DVFS for efficient transitions on battery-powered IoT devices. IEEE Trans Comput Aided Design Integr Circuit Syst 39:2019\u20131510. https:\/\/doi.org\/10.1109\/TCAD.2019.2917844","journal-title":"IEEE Trans Comput Aided Design Integr Circuit Syst"},{"key":"1440_CR26","doi-asserted-by":"publisher","unstructured":"Liu Q, Tian Y, Wu J, Peng T, Wang G (2019) Enabling verifiable and dynamic ranked search over outsourced data. Trans Service Comput. https:\/\/doi.org\/10.1109\/TSC.2019.2922177","DOI":"10.1109\/TSC.2019.2922177"},{"issue":"6","key":"1440_CR27","doi-asserted-by":"publisher","first-page":"1945","DOI":"10.1109\/JIOT.2017.2706698","volume":"4","author":"R Li","year":"2017","unstructured":"Li R, Song T, Capurso N, Yu J, Couture J, Cheng X (2017) IoT applications on secure smart shopping system. IEEE Internet Things J 4(6):1945\u20131954","journal-title":"IEEE Internet Things J"},{"issue":"11","key":"1440_CR28","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1109\/MCOM.2017.1700142","volume":"55","author":"C Zhu","year":"2017","unstructured":"Zhu C, Zhou H, Leung VC, Wang K, Zhang Y, Yang LT (2017) Toward big data in green city. IEEE Commun Mag 55(11):14\u201318","journal-title":"IEEE Commun Mag"},{"key":"1440_CR29","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1016\/j.future.2016.10.004","volume":"68","author":"S Kumari","year":"2017","unstructured":"Kumari S, Li X, Wu F, Das AK, Choo KKR, Shen J (2017) Design of a provably secure biometrics-based multi-cloud-server authentication scheme. Futur Gener Comput Syst 68:320\u2013330","journal-title":"Futur Gener Comput Syst"},{"issue":"7","key":"1440_CR30","doi-asserted-by":"publisher","first-page":"1645","DOI":"10.1016\/j.future.2013.01.010","volume":"29","author":"J Gubbi","year":"2013","unstructured":"Gubbi J, Buyya R, Marusic S, Palaniswami M (2013) Internet of Things (IoT): a vision, architectural elements, and future directions. Futur Gener Comput Syst 29(7):1645\u20131660","journal-title":"Futur Gener Comput Syst"},{"issue":"11","key":"1440_CR31","doi-asserted-by":"crossref","first-page":"3013","DOI":"10.1002\/dac.2522","volume":"27","author":"W Wei","year":"2014","unstructured":"Wei W, Xu Q, Wang L, Hei XH, Shen P, Shi W, Shan L (2014) GI\/Geom\/1 queue based on communication model for mesh networks. Int J Commun Syst 27(11):3013\u20133029","journal-title":"Int J Commun Syst"},{"key":"1440_CR32","doi-asserted-by":"publisher","unstructured":"Liu X, Lin P, Liu T, Wang T, Liu A, Xu W (2020) Objective-variable tour planning for Mobile data collection in partitioned sensor networks, IEEE Transactions on Mobile Computing, https:\/\/doi.org\/10.1109\/TMC.2020.3003004, 2020.","DOI":"10.1109\/TMC.2020.3003004"},{"issue":"8","key":"1440_CR33","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1109\/MCOM.2017.1601137","volume":"55","author":"SH Ahmed","year":"2017","unstructured":"Ahmed SH, Bouk SH, Kim D, Rawat DB, Song H (2017) Named data networking for software defined vehicular networks. IEEE Commun Mag 55(8):60\u201366","journal-title":"IEEE Commun Mag"},{"issue":"3","key":"1440_CR34","doi-asserted-by":"publisher","DOI":"10.1002\/dac.4194","volume":"33","author":"S Kumari","year":"2020","unstructured":"Kumari S, Renuka K (2020) A provably secure biometrics and ECC-based authentication and key agreement scheme for WSNs. Int J Commun Syst 33(3):e4194","journal-title":"Int J Commun Syst"},{"key":"1440_CR35","doi-asserted-by":"crossref","unstructured":"Bai F, Stancil D D, & Krishnan H (2010) Toward understanding characteristics of dedicated short range communications (DSRC) from a perspective of vehicular network engineers. In Proceedings of the sixteenth annual international conference on Mobile computing and networking ACM, pp. 329-340","DOI":"10.1145\/1859995.1860033"},{"issue":"2","key":"1440_CR36","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1109\/MITP.2019.2940568","volume":"22","author":"Z Yu","year":"2020","unstructured":"Yu Z, Guo W, Zhang D, Wang L, Guo B (2020) Cyber-physical-social-mediated communication. IT Professional 22(2):60\u201366","journal-title":"IT Professional"},{"key":"1440_CR37","doi-asserted-by":"publisher","first-page":"33766","DOI":"10.1109\/ACCESS.2017.2682845","volume":"6","author":"W Wei","year":"2017","unstructured":"Wei W, Sun Z, Song H, Wang H, Fan X, Chen X (2017) Energy balance-based steerable arguments coverage method in WSNs. IEEE Access 6:33766\u201333773","journal-title":"IEEE Access"},{"key":"1440_CR38","doi-asserted-by":"publisher","first-page":"6480","DOI":"10.1109\/ACCESS.2016.2611863","volume":"4","author":"Z Tang","year":"2016","unstructured":"Tang Z, Liu A, Huang C (2016) Social-aware data collection scheme through opportunistic communication in vehicular mobile networks. IEEE Access 4:6480\u20136502","journal-title":"IEEE Access"},{"key":"1440_CR39","doi-asserted-by":"publisher","unstructured":"Teng H, Ota K, Liu A, Wang T, Zhang S (2020) Vehicles joint UAVs to acquire and analyze data for topology discovery in large-scale IoT systems. Peer-to-Peer Networking and Applications. https:\/\/doi.org\/10.1007\/s12083-020-00879-5,2020","DOI":"10.1007\/s12083-020-00879-5,2020"},{"key":"1440_CR40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TMC.2020.2992256","volume":"2020","author":"X Liu","year":"2020","unstructured":"Liu X, Yin J, Zhang S, Xiao B, Ou B (2020) Time-efficient target tags information collection in large-scale RFID systems. IEEE Trans Mob Comput 2020:1. https:\/\/doi.org\/10.1109\/TMC.2020.2992256","journal-title":"IEEE Trans Mob Comput"}],"container-title":["Personal and Ubiquitous Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-020-01440-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00779-020-01440-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-020-01440-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,5]],"date-time":"2023-10-05T22:50:00Z","timestamp":1696546200000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00779-020-01440-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,18]]},"references-count":40,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,6]]}},"alternative-id":["1440"],"URL":"https:\/\/doi.org\/10.1007\/s00779-020-01440-0","relation":{},"ISSN":["1617-4909","1617-4917"],"issn-type":[{"value":"1617-4909","type":"print"},{"value":"1617-4917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,18]]},"assertion":[{"value":"1 May 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 August 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 August 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}