Chance-Constrained Trajectory Planning With Multimodal Environmental Uncertainty

Author:

Ren Kai1ORCID,Ahn Heejin2ORCID,Kamgarpour Maryam3ORCID

Affiliation:

1. ECE department, University of British Columbia, Vancouver, BC, Canada

2. ECE department, Seoul National University, Seoul, South Korea

3. SYCAMORE Lab, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland

Funder

National Science and Engineering Research Council of Canada

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Control and Optimization,Control and Systems Engineering

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1. Risk-aware lane-change trajectory planning with rollover prevention for autonomous light trucks on curved roads;Mechanical Systems and Signal Processing;2024-04

2. Risk-Averse Trajectory Optimization via Sample Average Approximation;IEEE Robotics and Automation Letters;2024-02

3. Motion Control of Two Mobile Robots Under Allowable Collisions;IEEE Robotics and Automation Letters;2024-01

4. Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

5. A Model Predictive Path Integral Method for Fast, Proactive, and Uncertainty-Aware UAV Planning in Cluttered Environments;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

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