Secure intelligent traffic light control using fog computing
As the number of vehicles grows, traffic efficiency is becoming a worldwide problem. Intelligent transportation system aims to improve the traffic efficiency, where intelligent traffic light control is an important component. Existing intelligent traffic light control systems face some challenges, e...
Saved in:
| Published in | Future generation computer systems Vol. 78; pp. 817 - 824 |
|---|---|
| Main Authors | , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.01.2018
|
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | As the number of vehicles grows, traffic efficiency is becoming a worldwide problem. Intelligent transportation system aims to improve the traffic efficiency, where intelligent traffic light control is an important component. Existing intelligent traffic light control systems face some challenges, e.g., avoiding heavy roadside sensors, resisting malicious vehicles and avoiding single-point failure. To cope with those challenges, we propose two secure intelligent traffic light control schemes using fog computing whose security are based on the hardness of the computational Diffie–Hellman puzzle and the hash collision puzzle respectively. The two schemes assume the traffic lights are fog devices. The first scheme is a simple extension of a recent scheme for defending denial-of-service attacks. We show this simple extension is not efficient when the vehicle density is high. The second scheme is much more efficient and is fog device friendly. Even the vehicle density is high, the traffic light may verify the validity of the vehicles efficiently.
•Our schemes may resist the attacks from malicious vehicles.•Our schemes can avoid the problem of single-point failure.•Our improved scheme is fog device friendly. |
|---|---|
| AbstractList | As the number of vehicles grows, traffic efficiency is becoming a worldwide problem. Intelligent transportation system aims to improve the traffic efficiency, where intelligent traffic light control is an important component. Existing intelligent traffic light control systems face some challenges, e.g., avoiding heavy roadside sensors, resisting malicious vehicles and avoiding single-point failure. To cope with those challenges, we propose two secure intelligent traffic light control schemes using fog computing whose security are based on the hardness of the computational Diffie–Hellman puzzle and the hash collision puzzle respectively. The two schemes assume the traffic lights are fog devices. The first scheme is a simple extension of a recent scheme for defending denial-of-service attacks. We show this simple extension is not efficient when the vehicle density is high. The second scheme is much more efficient and is fog device friendly. Even the vehicle density is high, the traffic light may verify the validity of the vehicles efficiently.
•Our schemes may resist the attacks from malicious vehicles.•Our schemes can avoid the problem of single-point failure.•Our improved scheme is fog device friendly. |
| Author | Shen, Jian Dai, Feifei Liu, Jian Zhang, Yuanfei Li, Jiangtao Zhang, Lei Meng, Xinyu |
| Author_xml | – sequence: 1 givenname: Jian orcidid: 0000-0002-0482-8951 surname: Liu fullname: Liu, Jian organization: Shanghai Key Laboratory of Trustworthy Computing, School of Computer Science and Software Engineering, East China Normal University, China – sequence: 2 givenname: Jiangtao surname: Li fullname: Li, Jiangtao organization: Shanghai Key Laboratory of Trustworthy Computing, School of Computer Science and Software Engineering, East China Normal University, China – sequence: 3 givenname: Lei surname: Zhang fullname: Zhang, Lei email: leizhang@sei.ecnu.edu.cn organization: Shanghai Key Laboratory of Trustworthy Computing, School of Computer Science and Software Engineering, East China Normal University, China – sequence: 4 givenname: Feifei surname: Dai fullname: Dai, Feifei organization: Shanghai Key Laboratory of Trustworthy Computing, School of Computer Science and Software Engineering, East China Normal University, China – sequence: 5 givenname: Yuanfei surname: Zhang fullname: Zhang, Yuanfei organization: Shanghai Key Laboratory of Trustworthy Computing, School of Computer Science and Software Engineering, East China Normal University, China – sequence: 6 givenname: Xinyu surname: Meng fullname: Meng, Xinyu organization: Shanghai Key Laboratory of Trustworthy Computing, School of Computer Science and Software Engineering, East China Normal University, China – sequence: 7 givenname: Jian surname: Shen fullname: Shen, Jian organization: School of Computer and Software, Nanjing University of Information Science and Technology, China |
| BookMark | eNp9UE1LAzEUDFLBtvoPPOwf2DUv2W6yIIIUv6DgQQVvIZt9qSnbbEmygv_elHr2NMxjZngzCzLzo0dCroFWQKG52VV2SlPAilEQFWVVhjMyBylYKQBWMzLPMlEK3n5ekEWMO0qzhMOc3L6hyc7C-YTD4LboU5GCttaZItOvVJjRpzAOxRSd3xZ23ObL_jClzC7JudVDxKs_XJKPx4f39XO5eX16Wd9vSsNpk0roDHLWad1QDSCMbVpB6arWkq90K3nfSNA97WxrsAbZdVRI3QCTvNOsbpAvSX3KNWGMMaBVh-D2OvwooOq4gNqp0wLquICiTB3rLcndyYb5t2-HQUXj0BvsXUCTVD-6_wN-AaE-aRQ |
| CitedBy_id | crossref_primary_10_32604_iasc_2022_026331 crossref_primary_10_1016_j_comnet_2021_108676 crossref_primary_10_1016_j_future_2017_09_014 crossref_primary_10_1016_j_vehcom_2019_02_002 crossref_primary_10_3390_math10081298 crossref_primary_10_3390_electronics10101171 crossref_primary_10_1109_TVT_2020_3005363 crossref_primary_10_1016_j_future_2018_12_031 crossref_primary_10_1007_s11042_018_7051_9 crossref_primary_10_3390_info11020119 crossref_primary_10_1109_ACCESS_2023_3294479 crossref_primary_10_3390_app13020695 crossref_primary_10_1016_j_future_2018_05_008 crossref_primary_10_1016_j_future_2021_04_018 crossref_primary_10_1142_S0129054119400161 crossref_primary_10_1016_j_comcom_2024_02_024 crossref_primary_10_1177_03611981221076426 crossref_primary_10_1016_j_vehcom_2023_100604 crossref_primary_10_1109_ACCESS_2021_3125521 crossref_primary_10_1007_s00607_023_01196_4 crossref_primary_10_3390_a12100201 crossref_primary_10_1016_j_comcom_2021_09_003 crossref_primary_10_1080_15472450_2023_2245750 crossref_primary_10_1016_j_jisa_2024_103830 crossref_primary_10_1016_j_treng_2024_100252 crossref_primary_10_1155_2019_1798391 crossref_primary_10_1088_1742_6596_1378_4_042079 crossref_primary_10_1016_j_cosrev_2021_100411 crossref_primary_10_1016_j_jisa_2020_102519 crossref_primary_10_1109_TDSC_2018_2797190 crossref_primary_10_1016_j_gltp_2021_08_001 crossref_primary_10_1109_TSC_2023_3250705 crossref_primary_10_1109_TVT_2022_3189540 crossref_primary_10_3233_JIFS_18077 crossref_primary_10_46300_91015_2020_14_24 crossref_primary_10_1016_j_comcom_2021_05_014 crossref_primary_10_1016_j_simpat_2020_102194 crossref_primary_10_3390_wevj15030117 crossref_primary_10_1109_ACCESS_2019_2903302 crossref_primary_10_1016_j_simpat_2021_102336 crossref_primary_10_1177_1550147719850767 crossref_primary_10_1002_cpe_7686 crossref_primary_10_3390_s22041340 crossref_primary_10_1109_ACCESS_2018_2868920 crossref_primary_10_3390_s21155028 crossref_primary_10_3390_fi13040096 crossref_primary_10_1088_1742_6596_1979_1_012035 crossref_primary_10_3390_electronics8040455 crossref_primary_10_1016_j_cosrev_2021_100421 crossref_primary_10_1016_j_vehcom_2019_100179 crossref_primary_10_1109_JIOT_2020_3022699 crossref_primary_10_1002_spy2_72 crossref_primary_10_1007_s11042_022_12300_9 crossref_primary_10_1007_s11227_020_03443_3 crossref_primary_10_1051_matecconf_201929203014 crossref_primary_10_1007_s11042_018_7008_z crossref_primary_10_1016_j_adhoc_2023_103224 crossref_primary_10_1088_1742_6596_1524_1_012016 crossref_primary_10_1016_j_vehcom_2024_100784 crossref_primary_10_1109_ACCESS_2020_3037705 crossref_primary_10_3390_s18103191 crossref_primary_10_1002_cpe_4776 crossref_primary_10_1016_j_iswa_2023_200228 crossref_primary_10_1155_2021_8251697 crossref_primary_10_1109_TIFS_2022_3140657 crossref_primary_10_1016_j_ins_2019_12_007 crossref_primary_10_1007_s11227_018_2701_2 crossref_primary_10_1109_TIFS_2023_3287731 crossref_primary_10_1155_2018_5176569 crossref_primary_10_1016_j_future_2019_06_012 crossref_primary_10_1109_TIFS_2017_2730479 crossref_primary_10_1109_JIOT_2019_2948622 crossref_primary_10_1016_j_tele_2019_01_001 crossref_primary_10_1109_TDSC_2020_3047872 crossref_primary_10_1016_j_future_2022_11_012 crossref_primary_10_1109_ACCESS_2020_2972968 crossref_primary_10_1016_j_jnca_2018_12_013 crossref_primary_10_1109_ACCESS_2020_2972606 crossref_primary_10_1109_COMST_2017_2762345 crossref_primary_10_4018_IJFC_2020010105 crossref_primary_10_1007_s13177_022_00334_0 crossref_primary_10_1186_s13638_018_1289_9 crossref_primary_10_1002_dac_4181 crossref_primary_10_1016_j_iot_2024_101257 crossref_primary_10_1016_j_vehcom_2019_03_003 crossref_primary_10_1016_j_future_2020_09_039 crossref_primary_10_2139_ssrn_4096383 crossref_primary_10_1109_ACCESS_2017_2749422 crossref_primary_10_1109_TCC_2019_2903254 crossref_primary_10_3390_s22114019 crossref_primary_10_3390_su11051262 crossref_primary_10_3390_s19040965 crossref_primary_10_1109_TSC_2023_3239667 crossref_primary_10_1145_3474554 crossref_primary_10_1109_TIFS_2024_3356809 crossref_primary_10_1155_2021_6679654 |
| Cites_doi | 10.1007/978-3-642-18134-4_110 10.1371/journal.pone.0116709 10.1109/TC.2015.2485225 10.1109/ITSC.2009.5309870 10.1109/MOBHOC.2009.5336914 10.1109/IWCMC.2013.6583651 10.1007/978-3-540-72905-1_4 10.1016/j.adhoc.2016.02.018 10.1109/TIFS.2016.2587242 10.1145/1030083.1030117 10.1016/j.comcom.2015.08.005 10.15439/2014F503 10.1109/TVT.2009.2038222 10.1007/978-3-319-23802-9_21 10.1371/journal.pone.0152727 10.1016/S0198-9715(00)00002-8 10.1109/TVT.2013.2241460 10.1145/2342509.2342513 10.1109/TITS.2005.858786 10.1109/TITS.2004.838219 10.1016/S1361-3723(97)82613-9 10.1109/NatPC.2011.6136433 10.1049/cp:19980161 10.1007/3-540-44810-1_22 10.1007/978-3-319-28865-9_43 |
| ContentType | Journal Article |
| Copyright | 2017 Elsevier B.V. |
| Copyright_xml | – notice: 2017 Elsevier B.V. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.future.2017.02.017 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1872-7115 |
| EndPage | 824 |
| ExternalDocumentID | 10_1016_j_future_2017_02_017 S0167739X17302157 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 29H 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO AAYFN ABBOA ABFNM ABJNI ABMAC ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD AEBSH AEKER AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BKOJK BLXMC CS3 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q G8K GBLVA GBOLZ HLZ HVGLF HZ~ IHE J1W KOM LG9 M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 PC. Q38 R2- RIG ROL RPZ SBC SDF SDG SES SEW SPC SPCBC SSV SSZ T5K UHS WUQ XPP ZMT ~G- AAXKI AAYXX AFJKZ CITATION |
| ID | FETCH-LOGICAL-c306t-1bce32baa60a117cf6970054a835a983d681ad0bf9ce418bb078a61283ba246e3 |
| IEDL.DBID | AIKHN |
| ISSN | 0167-739X |
| IngestDate | Thu Sep 26 19:54:27 EDT 2024 Fri Feb 23 02:30:17 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | VANET Traffic light control Puzzle Intelligent transportation system |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c306t-1bce32baa60a117cf6970054a835a983d681ad0bf9ce418bb078a61283ba246e3 |
| ORCID | 0000-0002-0482-8951 |
| PageCount | 8 |
| ParticipantIDs | crossref_primary_10_1016_j_future_2017_02_017 elsevier_sciencedirect_doi_10_1016_j_future_2017_02_017 |
| PublicationCentury | 2000 |
| PublicationDate | January 2018 2018-01-00 |
| PublicationDateYYYYMMDD | 2018-01-01 |
| PublicationDate_xml | – month: 01 year: 2018 text: January 2018 |
| PublicationDecade | 2010 |
| PublicationTitle | Future generation computer systems |
| PublicationYear | 2018 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Li, Zhang, Liu, Qian, Dong (br000050) 2016; 11 K.K.R. Choo, A domain-based multi-cluster SIP solution for mobile ad hoc network, in: Int. Conf. Security Privacy Commun. Syst., 2014, pp. 267–281. N. Hounsell, J. Landles, R. Bretherton, K. Gardener, Intelligent systems for priority at traffic signals in London: The INCOME project, in: Proc. 9th Int. Conf. Road Transp. Inf. Control, RTIC, 1998, pp. 90–94. Nam, Choo, Han, Kim, Paik, Won (br000055) 2015; 10 S. Kwatirayo, J. Almhana, Z. Liu, Adaptive traffic light control using VANET: A case study, in: Proc. 9th Int. Wireless Commun. Mobile Comput. Conf., IWCMC, 2013, pp. 752–757. Y. Lai, Y. Zheng, J. Cao, Protocols for traffic safety using wireless sensor network, in: Proc. 7th Int. Conf. Alg. Archi. Par. Process., IC3PP, 2007, pp. 37–48. Denning, MacDoran (br000130) 1996; 1996 Deniz, Bagci, Korpeoglu, Yaz (br000070) 2016 Zhang, Wu, Solanas, Domingo-Ferrer (br000090) 2010; 59 Guberinic, Senborn, Lazic (br000005) 2008 Zhang, Wu, Domingo-Ferrer, Qin, Hu (br000085) 2016 Pandit, Ghosal, Zhang (br000110) 2013; 62 F. Bonomi, R. Milito, J. Zhu, S. Addepalli, Fog computing and its role in the Internet of things, in: Proc. 1st ed Workshop Mobile Cloud Comput., MCC, 2012, pp. 13–16. Kumar, Ranganath, Huang, Sengupta (br000040) 2005; 6 Zhang, Hu, Wu, Domingo-Ferrer, Qin (br000095) 2016; 65 Qureshi, Noor, Shamim, Shamshirband, Choo (br000080) 2016; 11 T. Aura, P. Nikander, J. Leiwo, DOS-resistant authentication with client puzzles, in: Proc. 8th Int. Workshop Security Prot., SPW 2000, pp. 170–177. L. Scott, D. Denning, A location based encryption technique and some of its applications, in: Proc. Inst. Navigation Nat. Tech. Meeting, 2003, pp. 734–740. B. Waters, A. Juels, J. Halderman, E. Felten, New client puzzle outsourcing techniques for DoS resistance, in: Proc. 11th ACM Conf. Comput. Commun. Security, CCS, 2004, pp. 246–256. G. Yan, S. Olariu, An efficient geographic location-based security mechanism for vehicular adhoc networks, in: Proc. 6th Int. Conf. Mobile Adhoc Sensor Syst., MASS, 2009, pp. 804–809. M. Besley, R. Akcelik, E. Chung, An evaluation of SCATS master isolated control, in: Proc. 19th ARRB Transp. Res. Conf., TRC, 1998, pp. 1–24. G. Yan, J. Lin, D. Rawat, W. Yang, A geographic location-based security mechanism for intelligent vehicular networks, in: Proc. Intell. Comput. Inform. Sci., ICICIS, 2011, pp. 693–698. Zhang, Wu, Qin, Domingo-Ferrer, Liu (br000160) 2015; 71 Atev, Arumugam, Masoud, Janardan, Papanikolopoulos (br000035) 2005; 6 I. Stojmenovic, S. Wen, The Fog computing paradigm: Scenarios and security issues, in: Proc. Comput. Sci. Inform. Syst., FedCSIS, 2014, September 2014, pp. 1–8. M. Younes, A. Boukerche, An intelligent traffic light scheduling algorithm through VANETs, in: 39th Conf. Local Comput. Networks, LCN, 2014, pp. 637–642. Robertson (br000020) 1969; 11 W. Chen, L. Chen, Z. Chen, T. Shiliang, A realtime dynamic traffic control system based on wireless sensor network, in: Proc. 34th Int. Conf. Par. Process., ICPP, 2005, pp. 258–264. M. Abbas, M. Karsiti, M. Napiah, B. Samir, Traffic light control using VANET system architecture, in: Proc. Nat. Postgraduate Conf., NPC, 2011, pp. 1–6. C. Priemer, B. Friedrich, A decentralized adaptive traffic signal control using V2I communication data, in: Proc. 12th Int. IEEE Conf. Intell. Transp. Syst., ITS, 2009, pp. 1–6. Wey (br000015) 2000; 24 W.J. Seo, R. Islam, M.K. Khan, K.K.R. Choo, A secure cross-domain SIP solution for mobile ad hoc network using dynamic clustering, in: Int. Conf. Security Privacy Commun. Syst., 2015, pp. 649–664. Wey (10.1016/j.future.2017.02.017_br000015) 2000; 24 Zhang (10.1016/j.future.2017.02.017_br000160) 2015; 71 Denning (10.1016/j.future.2017.02.017_br000130) 1996; 1996 Kumar (10.1016/j.future.2017.02.017_br000040) 2005; 6 10.1016/j.future.2017.02.017_br000105 Robertson (10.1016/j.future.2017.02.017_br000020) 1969; 11 10.1016/j.future.2017.02.017_br000125 10.1016/j.future.2017.02.017_br000145 10.1016/j.future.2017.02.017_br000025 10.1016/j.future.2017.02.017_br000045 10.1016/j.future.2017.02.017_br000100 10.1016/j.future.2017.02.017_br000065 10.1016/j.future.2017.02.017_br000120 Li (10.1016/j.future.2017.02.017_br000050) 2016; 11 10.1016/j.future.2017.02.017_br000140 Nam (10.1016/j.future.2017.02.017_br000055) 2015; 10 10.1016/j.future.2017.02.017_br000060 Guberinic (10.1016/j.future.2017.02.017_br000005) 2008 Zhang (10.1016/j.future.2017.02.017_br000095) 2016; 65 Atev (10.1016/j.future.2017.02.017_br000035) 2005; 6 Zhang (10.1016/j.future.2017.02.017_br000090) 2010; 59 Zhang (10.1016/j.future.2017.02.017_br000085) 2016 10.1016/j.future.2017.02.017_br000115 10.1016/j.future.2017.02.017_br000135 Qureshi (10.1016/j.future.2017.02.017_br000080) 2016; 11 10.1016/j.future.2017.02.017_br000155 10.1016/j.future.2017.02.017_br000075 10.1016/j.future.2017.02.017_br000010 Pandit (10.1016/j.future.2017.02.017_br000110) 2013; 62 Deniz (10.1016/j.future.2017.02.017_br000070) 2016 10.1016/j.future.2017.02.017_br000150 10.1016/j.future.2017.02.017_br000030 |
| References_xml | – year: 2008 ident: br000005 article-title: Optimal Traffic Control: Urban Intersections contributor: fullname: Lazic – start-page: 104 year: 2016 end-page: 117 ident: br000070 article-title: An adaptive, energy-aware and distributed fault-tolerant topology-control algorithm for heterogeneous wireless sensor networks publication-title: Ad Hoc Networks contributor: fullname: Yaz – volume: 11 start-page: 2572 year: 2016 end-page: 2583 ident: br000050 article-title: Privacy-preserving public auditing protocol for low performance end devices in cloud publication-title: IEEE Trans. Inf. Forensics Secur. contributor: fullname: Dong – volume: 62 start-page: 1459 year: 2013 end-page: 1471 ident: br000110 article-title: Adaptive traffic signal control with vehicular ad hoc networks publication-title: IEEE Trans. Veh. Technol. contributor: fullname: Zhang – volume: 1996 start-page: 12 year: 1996 end-page: 16 ident: br000130 article-title: Location-based authentication: Grounding cyberspace for better security publication-title: Comput. Fraud Secur. contributor: fullname: MacDoran – year: 2016 ident: br000085 article-title: Distributed aggregate privacy-preserving authentication in VANETs publication-title: IEEE Trans. Intell. Transp. Syst. contributor: fullname: Hu – volume: 6 start-page: 416 year: 2005 end-page: 423 ident: br000035 article-title: A visionbased approach to collision prediction at traffic intersections publication-title: IEEE Trans. Intell. Transp. Syst. contributor: fullname: Papanikolopoulos – volume: 6 start-page: 43 year: 2005 end-page: 53 ident: br000040 article-title: Framework for real-time behavior interpretation from traffic video publication-title: IEEE Trans. Intell. Transp. Syst. contributor: fullname: Sengupta – volume: 11 start-page: e0152727 year: 2016 ident: br000080 article-title: A lightweight radio propagation model for vehicular communication in road tunnels publication-title: PLoS One contributor: fullname: Choo – volume: 24 start-page: 355 year: 2000 end-page: 378 ident: br000015 article-title: Model formulation and solution algorithm of traffic signal control in an urban network publication-title: Comput. Environ. Urban Syst. contributor: fullname: Wey – volume: 59 start-page: 1606 year: 2010 end-page: 1617 ident: br000090 article-title: A scalable robust authentication protocol for secure vehicular communications publication-title: IEEE Trans. Veh. Technol. contributor: fullname: Domingo-Ferrer – volume: 11 start-page: 276 year: 1969 end-page: 281 ident: br000020 article-title: TRANSYT method for area traffic control publication-title: Traffic Eng. Control contributor: fullname: Robertson – volume: 65 start-page: 2562 year: 2016 end-page: 2574 ident: br000095 article-title: Privacy-preserving vehicular communication authentication with hierarchical aggregation and fast response publication-title: IEEE Trans. Comput. contributor: fullname: Qin – volume: 71 start-page: 50 year: 2015 end-page: 60 ident: br000160 article-title: Practical secure and privacy-preserving scheme for value-added applications in VANETs publication-title: Comput. Commun. contributor: fullname: Liu – volume: 10 start-page: e0116709 year: 2015 ident: br000055 article-title: Efficient and anonymous two-factor user authentication in wireless sensor networks: Achieving user anonymity with lightweight sensor computation publication-title: PLoS One contributor: fullname: Won – ident: 10.1016/j.future.2017.02.017_br000140 doi: 10.1007/978-3-642-18134-4_110 – volume: 10 start-page: e0116709 issue: 4 year: 2015 ident: 10.1016/j.future.2017.02.017_br000055 article-title: Efficient and anonymous two-factor user authentication in wireless sensor networks: Achieving user anonymity with lightweight sensor computation publication-title: PLoS One doi: 10.1371/journal.pone.0116709 contributor: fullname: Nam – volume: 65 start-page: 2562 issue: 8 year: 2016 ident: 10.1016/j.future.2017.02.017_br000095 article-title: Privacy-preserving vehicular communication authentication with hierarchical aggregation and fast response publication-title: IEEE Trans. Comput. doi: 10.1109/TC.2015.2485225 contributor: fullname: Zhang – year: 2016 ident: 10.1016/j.future.2017.02.017_br000085 article-title: Distributed aggregate privacy-preserving authentication in VANETs publication-title: IEEE Trans. Intell. Transp. Syst. contributor: fullname: Zhang – ident: 10.1016/j.future.2017.02.017_br000010 doi: 10.1109/ITSC.2009.5309870 – ident: 10.1016/j.future.2017.02.017_br000025 – ident: 10.1016/j.future.2017.02.017_br000155 – ident: 10.1016/j.future.2017.02.017_br000145 doi: 10.1109/MOBHOC.2009.5336914 – ident: 10.1016/j.future.2017.02.017_br000105 doi: 10.1109/IWCMC.2013.6583651 – ident: 10.1016/j.future.2017.02.017_br000075 doi: 10.1007/978-3-540-72905-1_4 – volume: 11 start-page: 276 issue: 6 year: 1969 ident: 10.1016/j.future.2017.02.017_br000020 article-title: TRANSYT method for area traffic control publication-title: Traffic Eng. Control contributor: fullname: Robertson – start-page: 104 year: 2016 ident: 10.1016/j.future.2017.02.017_br000070 article-title: An adaptive, energy-aware and distributed fault-tolerant topology-control algorithm for heterogeneous wireless sensor networks publication-title: Ad Hoc Networks doi: 10.1016/j.adhoc.2016.02.018 contributor: fullname: Deniz – volume: 11 start-page: 2572 issue: 11 year: 2016 ident: 10.1016/j.future.2017.02.017_br000050 article-title: Privacy-preserving public auditing protocol for low performance end devices in cloud publication-title: IEEE Trans. Inf. Forensics Secur. doi: 10.1109/TIFS.2016.2587242 contributor: fullname: Li – ident: 10.1016/j.future.2017.02.017_br000125 doi: 10.1145/1030083.1030117 – year: 2008 ident: 10.1016/j.future.2017.02.017_br000005 contributor: fullname: Guberinic – volume: 71 start-page: 50 year: 2015 ident: 10.1016/j.future.2017.02.017_br000160 article-title: Practical secure and privacy-preserving scheme for value-added applications in VANETs publication-title: Comput. Commun. doi: 10.1016/j.comcom.2015.08.005 contributor: fullname: Zhang – ident: 10.1016/j.future.2017.02.017_br000120 doi: 10.15439/2014F503 – volume: 59 start-page: 1606 issue: 4 year: 2010 ident: 10.1016/j.future.2017.02.017_br000090 article-title: A scalable robust authentication protocol for secure vehicular communications publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2009.2038222 contributor: fullname: Zhang – ident: 10.1016/j.future.2017.02.017_br000045 doi: 10.1007/978-3-319-23802-9_21 – volume: 11 start-page: e0152727 issue: 3 year: 2016 ident: 10.1016/j.future.2017.02.017_br000080 article-title: A lightweight radio propagation model for vehicular communication in road tunnels publication-title: PLoS One doi: 10.1371/journal.pone.0152727 contributor: fullname: Qureshi – ident: 10.1016/j.future.2017.02.017_br000135 – volume: 24 start-page: 355 issue: 4 year: 2000 ident: 10.1016/j.future.2017.02.017_br000015 article-title: Model formulation and solution algorithm of traffic signal control in an urban network publication-title: Comput. Environ. Urban Syst. doi: 10.1016/S0198-9715(00)00002-8 contributor: fullname: Wey – volume: 62 start-page: 1459 issue: 4 year: 2013 ident: 10.1016/j.future.2017.02.017_br000110 article-title: Adaptive traffic signal control with vehicular ad hoc networks publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2013.2241460 contributor: fullname: Pandit – ident: 10.1016/j.future.2017.02.017_br000115 doi: 10.1145/2342509.2342513 – volume: 6 start-page: 416 issue: 4 year: 2005 ident: 10.1016/j.future.2017.02.017_br000035 article-title: A visionbased approach to collision prediction at traffic intersections publication-title: IEEE Trans. Intell. Transp. Syst. doi: 10.1109/TITS.2005.858786 contributor: fullname: Atev – volume: 6 start-page: 43 issue: 4 year: 2005 ident: 10.1016/j.future.2017.02.017_br000040 article-title: Framework for real-time behavior interpretation from traffic video publication-title: IEEE Trans. Intell. Transp. Syst. doi: 10.1109/TITS.2004.838219 contributor: fullname: Kumar – ident: 10.1016/j.future.2017.02.017_br000065 – volume: 1996 start-page: 12 issue: 2 year: 1996 ident: 10.1016/j.future.2017.02.017_br000130 article-title: Location-based authentication: Grounding cyberspace for better security publication-title: Comput. Fraud Secur. doi: 10.1016/S1361-3723(97)82613-9 contributor: fullname: Denning – ident: 10.1016/j.future.2017.02.017_br000100 doi: 10.1109/NatPC.2011.6136433 – ident: 10.1016/j.future.2017.02.017_br000030 doi: 10.1049/cp:19980161 – ident: 10.1016/j.future.2017.02.017_br000150 doi: 10.1007/3-540-44810-1_22 – ident: 10.1016/j.future.2017.02.017_br000060 doi: 10.1007/978-3-319-28865-9_43 |
| SSID | ssj0001731 |
| Score | 2.567878 |
| Snippet | As the number of vehicles grows, traffic efficiency is becoming a worldwide problem. Intelligent transportation system aims to improve the traffic efficiency,... |
| SourceID | crossref elsevier |
| SourceType | Aggregation Database Publisher |
| StartPage | 817 |
| SubjectTerms | Intelligent transportation system Puzzle Traffic light control VANET |
| Title | Secure intelligent traffic light control using fog computing |
| URI | https://dx.doi.org/10.1016/j.future.2017.02.017 |
| Volume | 78 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07a8MwED7yWLr0XZo-goauaizLsWzoEkKD29IsbSCbkGw5pJQkBHftb-_JlkILpUMnI-Mz5iTffXd8-gRwI3iuEGcENCq4phHPY4ooxMpWmgKLMZx2Y1sDz9M4m0WP8-G8BWO_F8bSKl3sb2J6Ha3dnYHz5mCzXA5eLIFe8HTOcJFi4hJt6GI6CpMOdEcPT9l0F5DxAeYlvq2B30FX07wa6Q7L8RK1eGd9ctkvGepb1pkcwr6Di2TUfNERtMzqGA78UQzE_ZkncFf3zQ1Z7hQ2K1JtldWHIO-2_iaOk04s0X1ByvWC5PVbcHQKs8n96zij7mAEmiPCryjTueGhVioOFGMiL-NUWOylEE6pNOFFnDBVBLpMcxOxRGvEAQqhTMK1CqPY8DPorNYrcw5EBSoYlkOhdYqFEUa_SBusoZQuNBqXRQ-od4bcNPoX0hPD3mTjPGmdJ4NQ4qUHwntM_phHiSH6T8uLf1tewh6OkqYxcgWdavthrhEqVLoP7dtP1ncL4gua-r50 |
| link.rule.ids | 315,783,787,4509,24128,27936,27937,45597,45691 |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07a8MwED7SZGiXvkvTp4auJlbkWDZ0CaHBaR5LE8gmJFkOKcUJwf3_PdlyaKF06GT8OCNO0um749MngCfOtESc4XtBypQXMB16iEKsbKVJMRnDbje2NDCdhckieF32lg0Y1HthLK3Sxf4qppfR2j3pOG92tut1580S6DmLlxQHKS5c_ABaiAZinJ2t_miczPYBGT-gtcS3Nah30JU0r0q6w3K8eCneWZ5c9ssK9W3VGZ7CsYOLpF-16AwaJj-Hk_ooBuJm5gU8l3VzQ9Z7hc2CFDtp9SHIh82_ieOkE0t0X5FssyK6_AveXcJi-DIfJJ47GMHTiPALjyptWFdJGfqSUq6zMOYWe0mEUzKOWBpGVKa-ymJtAhophThAIpSJmJLdIDTsCpr5JjfXQKQv_V7W40rFmBhh9AuUwRxKqlShcZa2waudIbaV_oWoiWHvonKesM4TflfgpQ289pj40Y8CQ_Sfljf_tnyEw2Q-nYjJaDa-hSN8E1VFkjtoFrtPc4-woVAPblh8ATwQwGg |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Secure+intelligent+traffic+light+control+using+fog+computing&rft.jtitle=Future+generation+computer+systems&rft.au=Liu%2C+Jian&rft.au=Li%2C+Jiangtao&rft.au=Zhang%2C+Lei&rft.au=Dai%2C+Feifei&rft.date=2018-01-01&rft.issn=0167-739X&rft.volume=78&rft.spage=817&rft.epage=824&rft_id=info:doi/10.1016%2Fj.future.2017.02.017&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_future_2017_02_017 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0167-739X&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0167-739X&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0167-739X&client=summon |