Search Results for author: Sahand Mosharafian

Found 3 papers, 0 papers with code

Eco-driving Trajectory Planning of a Heterogeneous Platoon in Urban Environments

no code implementations19 May 2022 Hao Zhen, Sahand Mosharafian, Jidong J. Yang, Javad Mohammadpour Velni

The proposed control strategy for the platoon considers energy consumption, mobility and passenger comfort, with which vehicles may pass signalized intersections with no stops.

Autonomous Vehicles Trajectory Planning

A Deep Reinforcement Learning-based Sliding Mode Control Design for Partially-known Nonlinear Systems

no code implementations6 May 2022 Sahand Mosharafian, Shirin Afzali, Yajie Bao, Javad Mohammadpour Velni

This paper presents a sliding mode control (SMC) design approach for nonlinear systems with partially known dynamics by blending data-driven and model-based approaches.

Reinforcement Learning (RL)

Impact of Information Flow Topology on Safety of Tightly-coupled Connected and Automated Vehicle Platoons Utilizing Stochastic Control

no code implementations29 Mar 2022 Mahdi Razzaghpour, Sahand Mosharafian, Arash Raftari, Javad Mohammadpour Velni, Yaser P. Fallah

Cooperative driving, enabled by Vehicle-to-Everything (V2X) communication, is expected to significantly contribute to the transportation system's safety and efficiency.

GPR Model Predictive Control

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