基于混合博弈方法的车联网信道拥塞控制

IF 1.5 Q3 TELECOMMUNICATIONS
Hayder M. Amer, Hayder Al-Kashoash, Shuang Ma, Mohammed J. Khami, Lyudmila Mihaylova
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引用次数: 5

摘要

智慧城市的车联网之间的通信有助于提高驾驶员的安全意识。然而,由于密集环境中交通信息的持续收集和交换,信道拥塞问题被认为是通信网络面临的一个关键挑战。信道拥塞问题降低了ad hoc网络的效率和可靠性。因此,自适应的数据速率和功率控制被认为是缓解信道拥塞的有效解决方案之一。提出了一种新的混合游戏传输速率和功率信道拥塞控制方法,在车联网网络中,节点作为贪婪的对手,对信息速率要求高,功率水平最高。进一步,建立了每辆车的最优信息率和功率传输的纳什均衡的存在性。仿真结果表明,与其他方法相比,该方法在信道繁忙时间、消息丢失和数据冲突方面的总体性能提高了42.27%、43.94%和47.66%。这提高了车辆通信网络的意识和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Hybrid game approach-based channel congestion control for the Internet of Vehicles

Hybrid game approach-based channel congestion control for the Internet of Vehicles

Communications between the Internet of Vehicles in smart cities helps increase the awareness and safety among drivers. However, the channel congestion problem is considered as a key challenge for the communication networks due to continuing collection and exchange of traffic information in dense environments. The channel congestion problem degrades the efficiency and reliability of the ad hoc network. Therefore, the adaptation of the data rate and power control is considered as one of the effective solutions to mitigate channel congestion. A new hybrid game transmission rate and power channel congestion control approach on the Internet of Vehicle networks where the nodes play as greedy opponents demanding high information rates with the maximum power level are developed. Furthermore, the existence of a Nash equilibrium, which is the optimal information rate and power transmission for every vehicle, is established. Simulation results demonstrate that the proposed approach enhances the network performance by an overall percentage of 42.27%, 43.94% and 47.66% regarding channel busy time, messages loss and data collision as compared with others. This increases the awareness and performance of the vehicular communication network.

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来源期刊
IET Wireless Sensor Systems
IET Wireless Sensor Systems TELECOMMUNICATIONS-
CiteScore
4.90
自引率
5.30%
发文量
13
审稿时长
33 weeks
期刊介绍: IET Wireless Sensor Systems is aimed at the growing field of wireless sensor networks and distributed systems, which has been expanding rapidly in recent years and is evolving into a multi-billion dollar industry. The Journal has been launched to give a platform to researchers and academics in the field and is intended to cover the research, engineering, technological developments, innovative deployment of distributed sensor and actuator systems. Topics covered include, but are not limited to theoretical developments of: Innovative Architectures for Smart Sensors;Nano Sensors and Actuators Unstructured Networking; Cooperative and Clustering Distributed Sensors; Data Fusion for Distributed Sensors; Distributed Intelligence in Distributed Sensors; Energy Harvesting for and Lifetime of Smart Sensors and Actuators; Cross-Layer Design and Layer Optimisation in Distributed Sensors; Security, Trust and Dependability of Distributed Sensors. The Journal also covers; Innovative Services and Applications for: Monitoring: Health, Traffic, Weather and Toxins; Surveillance: Target Tracking and Localization; Observation: Global Resources and Geological Activities (Earth, Forest, Mines, Underwater); Industrial Applications of Distributed Sensors in Green and Agile Manufacturing; Sensor and RFID Applications of the Internet-of-Things ("IoT"); Smart Metering; Machine-to-Machine Communications.
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