Improved Transportation Model with Internet of Things Using Artificial Intelligence Algorithm

被引:9
|
作者
Al-Ani, Ayman Khallel [1 ]
Laghari, Shams Ul Arfeen [2 ]
Manoharan, Hariprasath [3 ]
Selvarajan, Shitharth [4 ]
Uddin, Mueen [5 ]
机构
[1] Univ Malaysia Sabah, Fac Comp & Informat, Cybersecur Res Grp, Jalan UMS, Kota Kinabalu 88400, Sabah, Malaysia
[2] Univ Sains Malaysia, Natl Adv IPv6 Ctr NAv6, Gelugor 11800, Penang, Malaysia
[3] Panimalar Engn Coll, Dept Elect & Commun Engn, Chennai 600123, Tamil Nadu, India
[4] Kebri Dehar Univ, Dept Comp Sci & Engn, Kebri Dehar 250, Ethiopia
[5] Univ Doha Sci & Technol, Coll Comp & Informat Technol, Doha 24449, Qatar
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2023年 / 76卷 / 02期
关键词
Transportation; Artificial Intelligence (AI); data-driven; Internet of Things (IoT); SYSTEM;
D O I
10.32604/cmc.2023.038534
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the application of transportation systems in real-time traffic conditions is evaluated with data handling representations. The proposed method is designed in such a way as to detect the number of loads that are present in a vehicle where functionality tasks are computed in the system. Compared to the existing approach, the design model in the proposed method is made by dividing the computing areas into several cluster regions, thereby reducing the complex monitoring system where control errors are minimized. Furthermore, a route management technique is combined with Artificial Intelligence (AI) algorithm to transmit the data to appropriate central servers. Therefore, the combined objective case studies are examined as minimization and maximization criteria, thus increasing the efficiency of the proposed method. Finally, four scenarios are chosen to investigate the projected design's effectiveness. In all simulated metrics, the proposed approach provides better operational outcomes for an average percentage of 97, thereby reducing the amount of traffic in real-time conditions.
引用
收藏
页码:2261 / 2279
页数:19
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