Towards an intelligent and automatic irrigation system based on internet of things with authentication feature in VANET

被引:0
作者
Zhang, Huijing [1 ]
Li, Minbo [1 ]
机构
[1] Fudan Univ, Sch Comp Sci, Shanghai, Peoples R China
关键词
Internet of Things; Vehicular ad-hoc network; Key agreement; User authentication; Intelligent irrigation; Fuzzy system; Security; IOT;
D O I
10.1016/j.jisa.2024.103927
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Agriculture is essential for global livelihoods and economic stability, making efficient water management crucial. The Internet of Things (IoT) has revolutionized smart farming, offering advanced solutions such as precision irrigation systems. This paper presents an intelligent and automatic irrigation system that integrates IoT with vehicular ad-hoc networks (VANETs), with a particular focus on authentication and key agreement features. The system employs an energy-aware fuzzy routing algorithm and a neural network to optimize irrigation strategies based on real-time sensor data, including temperature and soil moisture. Key agreement mechanisms within the VANET framework ensure secure and authenticated communication between devices, safeguarding the integrity and confidentiality of irrigation data and control commands. This integration allows users to manage and monitor the irrigation system through mobile devices such as smartphones and computers, providing real-time insights and control. The proposed system is designed to be cost-effective, portable, and adaptable to various agricultural environments, including farms and greenhouses. Simulation results demonstrate that our system not only enhances network lifetime and power efficiency but also offers superior security and key management compared to existing protocols like WSN-IoT and LEACH. This approach addresses critical challenges in both secure communication and efficient water management, presenting a significant advancement in smart irrigation technologies.
引用
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页数:17
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    Wu, Xiangjun
    Zhao, Ning
    Ding, Shuo
    Wang, Huanqing
    Zhao, Xudong
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, : 3810 - 3821
  • [52] Overcoming Occlusions: Perception Task-Oriented Information Sharing in Connected and Autonomous Vehicles
    Xiao, Zhu
    Shu, Jinmei
    Jiang, Hongbo
    Min, Geyong
    Chen, Hongyang
    Han, Zhu
    [J]. IEEE NETWORK, 2023, 37 (04): : 224 - 229
  • [53] Understanding Private Car Aggregation Effect via Spatio-Temporal Analysis of Trajectory Data
    Xiao, Zhu
    Fang, Hui
    Jiang, Hongbo
    Bai, Jing
    Havyarimana, Vincent
    Chen, Hongyang
    Jiao, Licheng
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (04) : 2346 - 2357
  • [54] High-Affinity Peptides for Target Protein Screened in Ultralarge Virtual Libraries
    Xue, Boyuan
    Li, Ruixue
    Cheng, Zhao
    Zhou, Xiaohong
    [J]. ACS CENTRAL SCIENCE, 2024, 10 (11) : 2111 - 2118
  • [55] Automotive Radar Optimization Design in a Spectrally Crowded V2I Communication Environment
    Yao, Yu
    Shu, Feng
    Cheng, Xu
    Liu, Haitao
    Miao, Pu
    Wu, Lenan
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (08) : 8253 - 8263
  • [56] Observer-Based Event-Triggered Adaptive Fuzzy Hierarchical Sliding Mode Fault-Tolerant Control for Uncertain Under-Actuated Nonlinear Systems
    Yue, Shuai
    Xu, Ning
    Zhang, Liang
    Zhao, Ning
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, : 1303 - 1320
  • [57] A Channel Knowledge Map-Aided Personalized Resource Allocation Strategy in Air-Ground Integrated Mobility
    Yue, Wenwei
    Li, Jingli
    Li, Changle
    Cheng, Nan
    Wu, Jiaming
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (11) : 18734 - 18747
  • [58] Distance-based Support Vector Machine to Predict DNA N6-methyladenine Modification
    Zhang, Haoyu
    Zou, Quan
    Ju, Ying
    Song, Chenggang
    Chen, Dong
    [J]. CURRENT BIOINFORMATICS, 2022, 17 (05) : 473 - 482
  • [59] A Novel Hybrid Ant Colony Optimization for a Multicast Routing Problem
    Zhang, Xiaoxia
    Shen, Xin
    Yu, Ziqiao
    [J]. ALGORITHMS, 2019, 12 (01)
  • [60] Neural network-based adaptive critic control for saturated nonlinear systems with full state constraints via a novel event-triggered mechanism
    Zhao H.
    Wang H.
    Chang X.
    Ahmad A.M.
    Zhao X.
    [J]. Information Sciences, 2024, 675