The safety of Autonomous Vehicles will be tested by Dr Siddartha Khastgir, at WMG, the University of Warwick thanks to a UKRI Future Leaders Fellowship
The fellowship will enable Siddartha to create methods to test autonomous vehicles over a seven year programme.
They will test vehicles using simulations and work with the Department for Transport to ensure the Artificial Intelligence systems in the vehicles are safe, leading the creation of international safety standards
Autonomous Vehicles safety will be tested by researchers at WMG, University of Warwick – thanks to a seven year UKRI Future Leader Fellowship awarded to Dr Siddartha Khastgir, worth £1.2m.
Connected autonomous vehicle technology prototypes have existed for some time, however questions around the safety of this technology from the public and industry who want to commercialise these technologies has blocked it from developing. The future with CAV has to be more reliable, more efficient and less risky. So safety testing is essential to informing people’s opinion about this new technology. In order to prove that CAVs are safer than human drivers, it’s been suggested they need to be driven for more than 11 billion miles. However, instead of the number of miles, it more important to focus on the experiences of the CAV in those miles to identify any smart miles which expose failures in CAV.
Dr Khastgir’s fellowship will therefore develop pioneering testing methodologies and international standards to enable robust and safe use of CAV, particularly focusing on creating both fundamental knowledge and applied research methods and tools. WMG, University of Warwick, has created a concept of the “evaluation continuum” for CAV, which involves using various environment like digital world, simulated environment, test track testing and real-world for testing.
There are two aspects which are common to each of the evaluation continuum environments and also the focus areas of the fellowship research 1) Test Scenarios: exposing failures of the CAV 2) Safety Evidence: establishing how safe is safe enough?
As a part of this fellowship, three approaches will be explored to identify the smart miles which expose any CAV failures including:
Using Machine Learning (ML) based methods including Bayesian Optimisation to create test cases for test scenarios
Safety Of The Intended Functionality (SOTIF) (Innovative safety analysis of CAV) based test scenarios using Systems Theoretic Process Process Analysis (STPA)
Translating real-world data into executable test scenarios for a simulation tool.
All these approaches will together contribute to the creation of a UK’s National CAV Test Scenario Database. Dr Khastgir has previously written about enabling British CAV deployment and the role of standards for the BSI (British Standards Institute), and hopes to build on the Fellowship research outcomes to build standards for national and international purposes.
Dr Siddartha Khastgir, from WMG, University of Warwick comments: “The global Connected and Autonomous Vehicles (CAV) industry is estimated to be worth over £50bn by 2035, with the UK CAV industry comprising over £3billion of this, however questions around safety are always raised, by the automotive industry and the public. “This hinders the process of commercialising CAVs, however my UKRI Future Leaders Fellowship to research the safety of CAVs can help Department for Transport, the automotive industry and the public to be reassured that they are safer than human drivers. “I am incredibly grateful for the UKRI Future Leader Fellowship, as it puts the UK and the University at the forefront for research and development into the safety of CAVs.”
Margot James, Head of Department at WMG, University of Warwick adds: “WMG is very proud that Dr Siddartha Khastgir has been awarded a prestigious UKRI Future Leaders Fellowship (FLF). Through Siddartha’s research we can enable the UK to become a world leader in safe CAV deployment.”
Kirsty Grainger, Director, Future Leaders Fellowship Scheme adds: “Dr Siddartha Khastgir is taking forward a really exciting project that supports the government’s Future of Mobility grand challenge. Through the Future Leaders Fellowships we’re not only delivering cutting edge research like this, but also investing in the individuals who have the potential be leading researchers and innovators in years to come. I am delighted that Dr Khastgir is part of the programme.