A universal control scheme of human-like steering in multiple driving scenarios

S Cheng, J Song, S Fang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
To incorporate the inherent superiorities of an experienced, proficient driver, a human-like
control scheme for automated steering systems is proposed in this paper based on the …

The robustly-safe automated driving system for enhanced active safety

C Liu, J Chen, TD Nguyen, M Tomizuka - 2017 - sae.org
Road safety is one of the major concerns for automated vehicles. In order for these vehicles
to interact safely and efficiently with the other road participants, the behavior of the …

[HTML][HTML] Enhancing Autonomous Vehicle Decision-Making at Intersections in Mixed-Autonomy Traffic: A Comparative Study Using an Explainable Classifier

E Ziraldo, ME Govers, M Oliver - Sensors, 2024 - mdpi.com
The transition to fully autonomous roadways will include a long period of mixed-autonomy
traffic. Mixed-autonomy roadways pose a challenge for autonomous vehicles (AVs) which …

Merging into single-lane roundabouts in the presence of uncertainty

E Debada, D Gillet - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
Merging efficiently into roundabouts represents a challenge for autonomous vehicles due to
the speed difference between merging traffic flows and the lack of certainty regarding …

Safe and feasible motion generation for autonomous driving via constrained policy net

W Zhan, J Li, Y Hu, M Tomizuka - IECON 2017-43rd Annual …, 2017 - ieeexplore.ieee.org
Policy networks have great potential to learn sophisticated driving policy under complicated
interaction between human drivers. However, it is hard for policy networks to satisfy safety …

Occlusion-aware MPC for guaranteed safe robot navigation with unseen dynamic obstacles

R Firoozi, A Mir, GS Camps, M Schwager - arXiv preprint arXiv …, 2022 - arxiv.org
For safe navigation in dynamic uncertain environments, robotic systems rely on the
perception and prediction of other agents. Particularly, in occluded areas where cameras …

Risk-Calibrated Human-Robot Interaction via Set-Valued Intent Prediction

J Lidard, H Pham, A Bachman, B Boateng… - arXiv preprint arXiv …, 2024 - arxiv.org
Tasks where robots must cooperate with humans, such as navigating around a cluttered
home or sorting everyday items, are challenging because they exhibit a wide range of valid …

RACP: Risk-Aware Contingency Planning with Multi-Modal Predictions

KA Mustafa, DJ Ornia, J Kober… - arXiv preprint arXiv …, 2024 - arxiv.org
For an autonomous vehicle to operate reliably within real-world traffic scenarios, it is
imperative to assess the repercussions of its prospective actions by anticipating the …

Scene classification

AL NARAYANAN, I Dwivedi, B Dariush - US Patent 11,195,030, 2021 - Google Patents
According to one aspect, scene classification may vided. An image capture device may
capture a series of image frames of an environment from a moving vehicle. A temporal …

Scene classification prediction

AL NARAYANAN, I Dwivedi, B Dariush - US Patent 11,034,357, 2021 - Google Patents
Abstract Systems and techniques for scene classification and prediction is provided herein.
A first series of image frames of an environment from a moving vehicle may be captured …