Autonomous and Intelligent Mobile Multimedia Cyber-Physical System with Secured Heterogeneous IoT Network

被引:0
|
作者
Rehman, Amjad [1 ]
Haseeb, Khalid [1 ]
Alruwaili, Fahad F. [2 ]
Ara, Anees [1 ]
Saba, Tanzila [1 ]
机构
[1] CCIS Prince Sultan Univ, Artificial Intelligence & Data Analyt AIDA Lab, Riyadh 12435, Saudi Arabia
[2] Shaqra Univ, Coll Comp & Informat Technol, Dept Comp & Network Engn, Shaqra, Saudi Arabia
关键词
Cyber physical system; Intelligent authentication; Multimedia system; Particle Swarm Optimization (PSO); Infrastructural development; ENERGY-EFFICIENT; WIRELESS COMMUNICATIONS; ROUTING PROTOCOL; INTERNET; EDGE;
D O I
10.1007/s11036-024-02329-5
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Things (IoT) and smart technologies perform a vital role in gathering data to facilitate extreme environments. These systems offer an autonomous management of real-time multimedia activities and are integrated with future networks. Smart communication and Cyber-Physical Systems (CPS) are tightly integrated with various processes to improve the efficiency, safety, and functionality of mobile networks. In recent decades, many approaches have been proposed to cope with the communication gap between physical objects and heterogeneous devices using adaptive routing techniques. Autonomous Multimedia CPS implementation using sensor technologies is significant for environmental monitoring, surveillance, and smart cities. However, reliable and fault-tolerant CPS communication in multimedia networks remains a research challenge. Most existing schemes deal with device mobility, which consumes energy and high latency communication in a constrained environment. In this research work, we proposed an optimized multimedia communication framework using adaptive intelligence for forwarding routes and decreasing the probability of data loss. It examines environmental parameters and circumstances for a prediction and decision-making system based on Particle Swarm Optimization (PSO). Furthermore, the proposed framework uses edge-enabled security to provide trusted sessions for devices with token-based authentication. Compared to existing work, the proposed framework demonstrates notable performance improvement for throughput, data latency, and alive nodes.
引用
收藏
页码:876 / 885
页数:10
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