Scenario engineering for autonomous transportation: A new stage in open-pit mines

S Teng, X Li, Y Li, L Li, Z Xuanyuan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, open-pit mining has seen significant advancement, the cooperative
operation of various specialized machinery substantially enhancing the efficiency of mineral …

Dynamic testing for autonomous vehicles using random quasi monte carlo

J Ge, J Zhang, C Chang, Y Zhang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The substantial resource usage required to create ample scenarios for testing Autonomous
Vehicles (AV) presents a bottleneck in their implementation. At present, research relies on …

Task-Driven Controllable Scenario Generation Framework Based on AOG

J Ge, J Zhang, C Chang, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Sampling, generation, and evaluation of scenarios are essential steps for intelligent testing
of autonomous vehicles. Since uncertainty in driving behavior always leads to different …

Unleashing the two-dimensional benefits of connected and automated vehicles via dedicated intersections in mixed traffic

J Zhang, C Chang, S Li, XJ Ban, L Li - Transportation research part C …, 2024 - Elsevier
The management of mixed traffic systems is critical to realize the benefits of connected and
automated vehicles (CAVs). Generally, the benefits of CAVs can be categorized into the one …

VistaScenario: Interaction Scenario Engineering for Vehicles with Intelligent Systems for Transport Automation

C Chang, J Zhang, J Ge, Z Zhang, J Wei… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Intelligent vehicles and autonomous driving systems rely on scenario engineering for
intelligence and index (I&I), calibration and certification (C&C), and verification and …

Interaction-based driving scenario classification and labeling

C Chang, J Zhang, J Ge, Z Zhang, J Wei… - arXiv preprint arXiv …, 2024 - arxiv.org
Scenario data play a vital role in autonomous driving related researches, and it is essential
to obtain refined descriptions and labels to extract and index scenarios with different types of …

Unleashing the Power of Connected and Automated Vehicles: A Dedicated Link Strategy for Efficient Management of Mixed Traffic

J Zhang, Q Liu, S Li, L Li - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
The proper management of mixed traffic is crucial for unleashing the benefits of connected
and automated vehicles (CAVs). Generally, the benefits of CAVs can be categorized into …

Life-long Learning and Testing for Automated Vehicles via Adaptive Scenario Sampling as A Continuous Optimization Process

J Ge, P Wang, C Chang, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Sampling critical testing scenarios is an essential step in intelligence testing for Automated
Vehicles (AVs). However, due to the lack of prior knowledge on the distribution of critical …