Presentations
(starts at 1h 41m 57s, or click here)
Path Planning for Autonomous Bus Driving in Highly Constrained Environments
Presented at the Intelligent Transportation Systems Conference 2019.
Abstract: Driving in urban environments often presents difficult situations that require expert maneuvering of a vehicle. These situations become even more challenging when considering large vehicles, such as buses. We present a path planning framework that addresses the demanding driving task of buses in highly constrained environments, such as urban areas. The approach is formulated as an optimization problem using the road-aligned vehicle model. The road-aligned frame introduces a distortion on the vehicle body and obstacles, motivating the development of novel approximations that capture this distortion. These approximations allow for the formulation of safe and accurate collision avoidance constraints. Unlike other path planning approaches, our method exploits curbs and other sweepable regions, which a bus must often sweep over in order to manage certain maneuvers. Furthermore, it takes full advantage of the particular characteristics of buses, namely the overhangs, an elevated part of the vehicle chassis, that can sweep over curbs. Simulations are presented, showing the applicability and benefits of the proposed method.
Video presentation available here: https://www.youtube.com/watch?v=RT_0FVn1oDg&t=6117s
arXiv paper available here: https://arxiv.org/abs/1905.01683
Motion Planning in Urban Environments
This presentation overviews my research on motion planning applied to buses and tractor-trailers driving in urban environments.