An Energy Efficient Message Dissemination Scheme in Platoon-Based Driving Systems

被引:1
|
作者
Kim, Taeyoon [1 ]
Song, Taewon [2 ]
Pack, Sangheon [3 ]
机构
[1] Soonchunhyang Univ, Dept Smart Car, 22 Soonchunhyang Ro, Asan 31538, Chungcheongnam, South Korea
[2] LG Elect, IoT Connect Stand Team, 19 Yangjae Daero 11 Gil, Seoul 06772, South Korea
[3] Korea Univ, Sch Engn, 145 Anam Ro, Seoul 02841, South Korea
基金
新加坡国家研究基金会;
关键词
autonomous driving; connected car; energy efficiency; Markov chain; Markov decision process; message dissemination; platoon-based driving; vehicular network; MAC PROTOCOL;
D O I
10.3390/en13153940
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
With the development of the convergence of IT and automotive technology, platoon-based driving systems are getting more attention and how to disseminate messages in the platoon is an important issue. In this paper, to enhance the energy efficiency and traffic throughput (e.g., average velocity) while meeting transmission deadlines, we propose an energy efficient message dissemination scheme (EMDS) in platoon-based driving systems, which also provides proper power control and relay selection. To find out the optimal policy to balance the probability of successful message dissemination and transmission power cost in EMDS, we formulate a Markov decision process (MDP) problem that considers the velocity of the vehicles in the platoon. To evaluate the performance of EMDS, we analyze the outage probability, the average velocity, and the expected power consumption using the discrete-time Markov chain (DTMC) model. Evaluation results demonstrate EMDS with the optimal policy improves the average velocity and the energy efficiency of message dissemination compared with the conventional message dissemination schemes, while reducing the message dissemination failure rate.
引用
收藏
页数:23
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