Results 11 to 20 of about 1,235,706 (276)

Traffic Scenarios for Automated Vehicle Testing: A Review of Description Languages and Systems

open access: yesMachines, 2021
Testing and validation of the functionalities and safety of automated vehicles shifted from a distance-based to a scenario-based method in the past decade. A number of domain-specific languages and systems were developed to support scenario-based testing.
Jing Ma   +3 more
doaj   +1 more source

Scenarios-Based Testing of Systems with Distributed Ports [PDF]

open access: yes2010 10th International Conference on Quality Software, 2010
SUMMARYDistributed systems are usually composed of several distributed components that communicate with their environment through specific ports. When testing such a system we separately observe sequences of inputs and outputs at each port rather than a global sequence and potentially cannot reconstruct the global sequence that occurred. Typically, the
Hierons, RM, Merayo, MG, Nunez, M
openaire   +3 more sources

Decision-Making in Fallback Scenarios for Autonomous Vehicles: Deep Reinforcement Learning Approach

open access: yesApplied Sciences, 2023
This paper proposes a decision-making algorithm based on deep reinforcement learning to support fallback techniques in autonomous vehicles. The fallback technique attempts to mitigate or escape risky driving conditions by responding to appropriate ...
Cheonghwa Lee, Dawn An
doaj   +1 more source

Scenario-based Testing for Onboard Subsystem [PDF]

open access: yesProceedings of the International Conference on Computer, Networks and Communication Engineering (ICCNCE 2013), 2013
As a typical safety-critical system, the Onboard subsystem is a core subsystem in CTCS-3(Chinese Train Control System level 3), functional test is necessary to validate the conformance relation between the Onboard subsystem and its specification.
Lei Yuan   +3 more
openaire   +1 more source

Critical Scenario Identification Concept: The Role of the Scenario-in-the-Loop Approach in Future Automotive Testing

open access: yesIEEE Access, 2023
Innovative testing and validation methods are prerequisites concerning Connected, Cooperative, and Automated Mobility (CCAM), as the high number of cooperating participants and concurrent processes critically increase the probability of adverse safety ...
Zsolt Szalay
doaj   +1 more source

Generating Edge Cases for Testing Autonomous Vehicles Using Real-World Data

open access: yesSensors, 2023
In the past decade, automotive companies have invested significantly in autonomous vehicles (AV), but achieving widespread deployment remains a challenge in part due to the complexities of safety evaluation.
Dhanoop Karunakaran   +2 more
doaj   +1 more source

Towards a Model-Based Multi-Layered Approach to Describe Traffic Scenarios on a Technical Level

open access: yesJournal of Marine Science and Engineering, 2021
Highly automated vehicles are increasingly gaining the public’s attention. To achieve broad acceptance for the deployment of such vehicles, it is necessary to ensure their functionality and safety.
David Reiher, Axel Hahn
doaj   +1 more source

Berthing Assistant System Using Reference Points

open access: yesJournal of Marine Science and Engineering, 2022
With more goods to be transported oversea, traffic and vessels’ dimensions increase while berthing areas merely remain constant and thus challenge ship masters and pilots to maneuver in small basins with dense traffic even in bad weather situations.
Jan Mentjes   +2 more
doaj   +1 more source

Testing Scenario Identification for Automated Vehicles Based on Deep Unsupervised Learning

open access: yesWorld Electric Vehicle Journal, 2023
Naturalistic driving data (NDD) are valuable for testing autonomous driving systems under various driving conditions. Automatically identifying scenes from high-dimensional and unlabeled NDD remains a challenging task.
Shuai Liu   +5 more
doaj   +1 more source

Towards the definition of metrics for the assessment of operational design domains [version 1; peer review: 2 approved, 1 approved with reservations]

open access: yesOpen Research Europe, 2023
Background: The Operational Design Domain (ODD) of an automated driving function defines on which roads and under which environmental conditions the function is safe to operate.
Bernhard Kaiser   +3 more
doaj   +1 more source

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