A secure routing protocol using trust-based clustering and bionic intelligence algorithm for UAV-assisted vehicular ad hoc networks

被引:1
作者
Babu, Divya [1 ]
Rao, Terli Sankara [2 ]
机构
[1] GITAM Univ, CSE Dept, Hyderabad, India
[2] GITAM Univ, CSE Dept, Visakhapatnam, Andhra Pradesh, India
关键词
Vehicular ad hoc networks (VANET) are one of the advanced technologies for distributing dynamic vehicular information across the globe. The VANET is extensively used in many applications; especially road safety applications and intelligent transport systems (ITS). However; direct communication causes high bandwidth (BW) requirement and power consumption. Hence; this article introduces a clustering-based mechanism to communicate vehicles with infrastructures. The cluster head (CH) is formed based on certain rules; and nodes or vehicles are combined. But; maintaining stability remains challenging for the traditional clustering mechanism. Moreover; the developed technique must examine the malicious and reduce the risk of fake information sharing. This research emphasizes a trust-based clustering mechanism to select the CH based on a vehicle's knowledge; reputation; and experience. In addition to this; the backup head is also analyzed to promote trust in each vehicle. After clustering; secure routing is undertaken. For this; a bionic remora optimization algorithm (BROA) is proposed; and it considers the hop Count Field as well as the transmission range of vehicles to select the best routes. The performance measures such as end-to-end delay ratio; packet delivery ratio (PDR); throughput; trust values; energy consumption are analyzed and compared with existing techniques. In an experimental scenario; the proposed technique has an end-to-end delay of 3.8 ms; PDR of 98%; trust value of.4 and.06 for wormhole and Sybil attack; energy of (Formula presented.) and throughput of 78.7 kbps are attained. The outcome results prove the efficacy of a proposed method. © 2024 John Wiley & Sons; Ltd;
D O I
10.1002/ett.4977
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Vehicular ad hoc networks (VANET) are one of the advanced technologies for distributing dynamic vehicular information across the globe. The VANET is extensively used in many applications, especially road safety applications and intelligent transport systems (ITS). However, direct communication causes high bandwidth (BW) requirement and power consumption. Hence, this article introduces a clustering-based mechanism to communicate vehicles with infrastructures. The cluster head (CH) is formed based on certain rules, and nodes or vehicles are combined. But, maintaining stability remains challenging for the traditional clustering mechanism. Moreover, the developed technique must examine the malicious and reduce the risk of fake information sharing. This research emphasizes a trust-based clustering mechanism to select the CH based on a vehicle's knowledge, reputation, and experience. In addition to this, the backup head is also analyzed to promote trust in each vehicle. After clustering, secure routing is undertaken. For this, a bionic remora optimization algorithm (BROA) is proposed, and it considers the hop Count Field as well as the transmission range of vehicles to select the best routes. The performance measures such as end-to-end delay ratio, packet delivery ratio (PDR), throughput, trust values, energy consumption are analyzed and compared with existing techniques. In an experimental scenario, the proposed technique has an end-to-end delay of 3.8 ms, PDR of 98%, trust value of .4 and .06 for wormhole and Sybil attack, energy of 1.35 x 10(5 )and throughput of 78.7 kbps are attained. The outcome results prove the efficacy of a proposed method.
引用
收藏
页数:18
相关论文
共 22 条
  • [1] Alsalamy Ali, 2023, 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT), P35, DOI 10.1109/APSIT58554.2023.10201706
  • [2] Software-Defined Network enabled Vehicle to Vehicle secured data transmission protocol in VANETs
    Amin, Ruhul
    Pali, Isha
    Sureshkumar, Venkatasamy
    [J]. JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2021, 58
  • [3] StabTrust-A Stable and Centralized Trust-Based Clustering Mechanism for IoT Enabled Vehicular Ad-Hoc Networks
    Awan, Kamran Ahmad
    Din, Ikram Ud
    Almogren, Ahmad
    Guizani, Mohsen
    Khan, Sonia
    [J]. IEEE ACCESS, 2020, 8 (08): : 21159 - 21177
  • [4] Data Security-Based Routing in MANETs Using Key Management Mechanism
    Bondada, Praveen
    Samanta, Debabrata
    Kaur, Manjit
    Lee, Heung-No
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (03):
  • [5] Efficient and Secure Routing Protocol Based on Artificial Intelligence Algorithms With UAV-Assisted for Vehicular Ad Hoc Networks in Intelligent Transportation Systems
    Fatemidokht, Hamideh
    Rafsanjani, Marjan Kuchaki
    Gupta, Brij B.
    Hsu, Ching-Hsien
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (07) : 4757 - 4769
  • [6] Gayathri M., An overview of security services and trustbased authentication schemes in VANET. MicroElectronics and Telecommunication Engineering: Proceedings of 5th ICMETE 2021
  • [7] 2022: 193205
  • [8] Koti RB., 2022, Int J Inf Technol Comput Sci, V14, P34
  • [9] A Survey on the Current Security Landscape of Intelligent Transportation Systems
    Lamssaggad, Ayyoub
    Benamar, Nabil
    Hafid, Abdelhakim Senhaji
    Msahli, Mounira
    [J]. IEEE ACCESS, 2021, 9 : 9180 - 9208
  • [10] Reinforcement Learning-Based Routing Protocols in Vehicular Ad Hoc Networks for Intelligent Transport System (ITS): A Survey
    Lansky, Jan
    Rahmani, Amir Masoud
    Hosseinzadeh, Mehdi
    [J]. MATHEMATICS, 2022, 10 (24)