Remote-controlled platoon merging via coder-estimator sequence algorithm for a communication network
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Pages (from-to) | 30-36 |
Journal / Publication | IEEE Transactions on Industrial Electronics |
Volume | 50 |
Issue number | 1 |
Publication status | Published - Feb 2003 |
Link(s)
Abstract
In this paper, a platoon-merging control system is considered as a remotely located system with a state represented by a stochastic process. In this system, it is common to encounter situations where a single decision maker controls a large number of subsystems, and observation and control signals are sent over a communication channel with finite capacity and significant transmission delays. Unlike classical estimation problem where the observation is a continuous process corrupted by additive noise, there is a constraint that the observation must be coded and transmitted over a digital communication channel with finite capacity. A recursive coder-estimator sequence is a state estimation scheme based on observations transmitted with finite communication capacity constraint. In this paper, we introduce a stochastic model for the lead vehicle in a platoon of vehicles in a lane considering the angle between the road surface and a horizontal plane as a stochastic process. In order to merge two platoons, the lead vehicle of the following platoon is controlled by a remote control station. Using the coder-estimator sequence, the remote control station designs the feedback controller. The simulation results show that the inter-vehicle distance and the deviation from the desired inter-vehicle distance are well regulated.
Research Area(s)
- Coder-estimator sequence, Limited communication capacity, Platoon merging, Remote control
Citation Format(s)
Remote-controlled platoon merging via coder-estimator sequence algorithm for a communication network. / Choi, Jae Weon; Fang, Tae Hyun; Kwong, Sam et al.
In: IEEE Transactions on Industrial Electronics, Vol. 50, No. 1, 02.2003, p. 30-36.
In: IEEE Transactions on Industrial Electronics, Vol. 50, No. 1, 02.2003, p. 30-36.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review