activity
20192022
most citedDifferentiable Control Barrier Functions for Vision-based End-to-End Autonomous Driving

11 citations · 39 across the 16 of their papers we have counts for

collaborators

16 papers

eess.SY20221 cited

Optimal Control of Connected Automated Vehicles with Event/Self-Triggered Control Barrier Functions

Ehsan Sabouni, Christos G. Cassandras, Wei Xiao +1

We address the problem of controlling Connected and Automated Vehicles (CAVs) in conflict areas of a traffic network subject to hard safety constraints. It has been shown that such…

eess.SY2022

Self-Triggered Coordination Control of Connected Automated Vehicles in Traffic Networks

Nader Meskin, Ehsan Sabouni, Wei Xiao +1

In this paper, a self-triggered scheme is proposed to optimally control the traffic flow of Connected and Automated Vehicles (CAVs) at conflict areas of a traffic network with the…

eess.SY2022

Optimal Control of Connected Automated Vehicles with Event-Triggered Control Barrier Functions

Ehsan Sabouni, Christos G. Cassandras, Wei Xiao +1

We address the problem of controlling Connected and Automated Vehicles (CAVs) in conflict areas of a traffic network subject to hard safety constraints. It has been shown that such…

eess.SY2022

Feasibility Guaranteed Traffic Merging Control Using Control Barrier Functions

Kaiyuan Xu, Wei Xiao, Christos G. Cassandras

We consider the merging control problem for Connected and Automated Vehicles (CAVs) aiming to jointly minimize travel time and energy consumption while providing speed-dependent sa…

cs.RO202211 cited

Differentiable Control Barrier Functions for Vision-based End-to-End Autonomous Driving

Wei Xiao, Tsun-Hsuan Wang, Makram Chahine +3

Guaranteeing safety of perception-based learning systems is challenging due to the absence of ground-truth state information unlike in state-aware control scenarios. In this paper,…

cs.RO20212 cited

Rule-based Evaluation and Optimal Control for Autonomous Driving

Wei Xiao, Noushin Mehdipour, Anne Collin +4

We develop optimal control strategies for autonomous vehicles (AVs) that are required to meet complex specifications imposed as rules of the road (ROTR) and locally specific cultur…