LAPSE:2023.24558
Published Article
LAPSE:2023.24558
An Energy Efficient Message Dissemination Scheme in Platoon-Based Driving Systems
March 28, 2023
Abstract
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.
Keywords
autonomous driving, connected car, Energy Efficiency, Markov chain, Markov decision process, message dissemination, platoon-based driving, vehicular network
Suggested Citation
Kim T, Song T, Pack S. An Energy Efficient Message Dissemination Scheme in Platoon-Based Driving Systems. (2023). LAPSE:2023.24558
Author Affiliations
Kim T: Department of Smart-car, Soonchunhyang University, 22 Soonchunhyang-ro, Shinchang-myeon, Asan-si, Chungcheongnam-do 31538, Korea [ORCID]
Song T: IoT Connectivity Standard Team, LG Electronics, 19, Yangjae-daero 11-gil, Seocho-gu, Seoul 06772, Korea [ORCID]
Pack S: The School of Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Korea [ORCID]
Journal Name
Energies
Volume
13
Issue
15
Article Number
E3940
Year
2020
Publication Date
2020-08-01
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en13153940, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.24558
This Record
External Link

https://doi.org/10.3390/en13153940
Publisher Version
Download
Files
Mar 28, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
294
Version History
[v1] (Original Submission)
Mar 28, 2023
 
Verified by curator on
Mar 28, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.24558
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version