A survey of field-based testing techniques

A Bertolino, P Braione, GD Angelis, L Gazzola… - ACM Computing …, 2021 - dl.acm.org
Field testing refers to testing techniques that operate in the field to reveal those faults that
escape in-house testing. Field testing techniques are becoming increasingly popular with …

Generating critical test scenarios for automated vehicles with evolutionary algorithms

M Klischat, M Althoff - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
Virtual testing of automated vehicles using simulations is essential during their development.
When it comes to the testing of motion planning algorithms, one is mainly interested in …

Automatic generation of safety-critical test scenarios for collision avoidance of road vehicles

M Althoff, S Lutz - 2018 IEEE Intelligent Vehicles Symposium …, 2018 - ieeexplore.ieee.org
It is apparent that one cannot rely solely on physical test drives for ensuring the correct
functionality of autonomous vehicles. Since physical test drives are costly and time …

Worst Perception Scenario Search via Recurrent Neural Controller and K-Reciprocal Re-Ranking

C Zhang, X Ma, L Xu, H Lu, L Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Achieving excellent generalization on perceiving real traffic scenarios with diversity is the
long-term goal for building robust autonomous driving systems. A recent theoretical study …

Critical factor graph situation clusters for accelerated automotive safety validation

TA Wheeler, MJ Kochenderfer - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
Modern validation approaches of advanced automotive safety systems involve simulations
of human driving behavior in safety-critical traffic events. Critical situations are often …

A Methodical Approach to Functional Exploratory Testing for Embedded Systems

R Kimla, R Czerwinski - Applied Sciences, 2022 - mdpi.com
Functional exploratory testing is often considered a time-and resource-consuming activity,
especially within embedded systems testing. The purpose of this paper is to present a case …

Combination and mutation strategies to support test data generation in the context of autonomous vehicles

VDO Neves, ME Delamaro… - International Journal of …, 2016 - inderscienceonline.com
The software used to control autonomous vehicles is a type of embedded system that needs
to undergo strenuous testing before deployment. Field testing is the final stage of testing …

A Hybrid Model to Investigate Perception Towards Adoption of Autonomous Vehicles in India

A Bhardwaj, Y Kumar, N Hasteer - 2021 IEEE 4th International …, 2021 - ieeexplore.ieee.org
Autonomous Vehicles are becoming new trend in automobile industry as more and more
manufacturers are trying to develop self-driving vehicles. This decade will mark the shift from …

Modelling Realistic Intersection Vehicle Trajectories Utilizing Real-World Traffic Datasets

B Jia - 2022 - rave.ohiolink.edu
The automation of motor vehicles has been one of the major front lines of transportation
advancement in the 21st century. With the expansion of public-road testing of Automated …

Framework for Data Acquisition and Fusion of Camera and Radar for Autonomous Vehicle Systems

CE Vincent - 2023 - search.proquest.com
The primary contribution is the development of the data collection testing methodology for
autonomous driving systems of a hybrid electric passenger vehicle. As automotive …