
Our most recent Project
The Sim4CAMSens2 project focuses on improving the simulation and testing of automotive sensors
Primarily camera, radar, and lidar, to ensure safety and reliability in autonomous vehicles, it aims to enhance sensor performance by developing high-fidelity models and creating a new framework for sensor testing under various conditions.
Brief
Sim4CAMSens2 is a project focused on advancing automotive sensor technologies by improving the modeling, simulation, and testing of sensors like cameras, radar, and lidar. The project aims to enhance sensor performance in autonomous vehicles, ensuring their reliability and safety in various conditions. By developing accurate simulations and testing frameworks, the initiative accelerates sensor development while promoting vehicle safety. For further details, visit Sim4CAMSens.

Outcomes
The outcomes of the Sim4CAMSens2 project include:
- Improved sensor modelling and simulation techniques for automotive sensors (camera, radar, lidar).
- Enhanced performance of these sensors under diverse conditions.
- A validation framework that supports autonomous vehicle safety through credible simulations.
- Accelerated development of sensor technologies and testing procedures
Consortium
Completed Projects
Project Materials
Specifically testing standards and procedures for automotive cameras (Section 2), LiDARs (Section 3), and RADARs
Specifically testing standards and procedures for automotive cameras (Section 2), LiDARs (Section 3), and RADARs
The Sim4CAMSens 1 project reached its conclusion in June 2025 and this report attempts to summarise the huge and diverse amount of work completed by the partners through the life of the project.
The Sim4CAMSens 1 project reached its conclusion in June 2025 and this report attempts to summarise the huge and diverse amount of work completed by the partners through the life of the project.
When designing the Sim4CAMSens Winter testing campaign, as with any real world test work, one of the key concerns was to minimise the number of variables that could impact the experiments.
When designing the Sim4CAMSens Winter testing campaign, as with any real world test work, one of the key concerns was to minimise the number of variables that could impact the experiments.
The report provides a comprehensive overview of the UK’s current capabilities, challenges, and opportunities in the field of automotive perception sensors
The report provides a comprehensive overview of the UK’s current capabilities, challenges, and opportunities in the field of automotive perception sensors
Specifically testing standards and procedures for automotive cameras (Section 2), LiDARs (Section 3), and RADARs
Specifically testing standards and procedures for automotive cameras (Section 2), LiDARs (Section 3), and RADARs
This report systematically examines the effects of environmental noise factors, specifically LiDAR occlusion with clear and muddy water droplets.
This report systematically examines the effects of environmental noise factors, specifically LiDAR occlusion with clear and muddy water droplets.
This report presents a comprehensive overview of the current and emerging landscape of automotive perception sensors, together with the standards that govern their development, integration, and validation.
This report presents a comprehensive overview of the current and emerging landscape of automotive perception sensors, together with the standards that govern their development, integration, and validation.
Replacing human perception with automation has the potential to increase road safety by reducing the number of collisions
Replacing human perception with automation has the potential to increase road safety by reducing the number of collisions
The objective of a simulation handbook for a sensor model is to demonstrate the credibility of the sensor model within the context of the simulator in which it is used.
The objective of a simulation handbook for a sensor model is to demonstrate the credibility of the sensor model within the context of the simulator in which it is used.
When designing the test range we had to consider a number of factors that influenced the selection of the location, layout and design
When designing the test range we had to consider a number of factors that influenced the selection of the location, layout and design
The unique CAV Catalogue, has recently been updated, now offering a more comprehensive global directory of all L4 Automated Vehicles (AVs).
The unique CAV Catalogue, has recently been updated, now offering a more comprehensive global directory of all L4 Automated Vehicles (AVs).
When developing the winter test programme, a key consideration was to make sure that we could capture data from a number of different sensors
When developing the winter test programme, a key consideration was to make sure that we could capture data from a number of different sensors
LiDAR is a crucial sensor for autonomous vehicles, providing detailed environmental mapping through point clouds.
LiDAR is a crucial sensor for autonomous vehicles, providing detailed environmental mapping through point clouds.
The Final Reports from the TIARA project are published after 2 years of extensive engagement with international experts
The Final Reports from the TIARA project are published after 2 years of extensive engagement with international experts
After publication of the TIARA project final reports, the project partners from the CEDR Call 2022 Data projects of DROIDS, PRESORT and TIARA jointly presented the key project outcomes
After publication of the TIARA project final reports, the project partners from the CEDR Call 2022 Data projects of DROIDS, PRESORT and TIARA jointly presented the key project outcomes
The Highways UK show took place in Birmingham, UK, on 15-16 October 2025,
The Highways UK show took place in Birmingham, UK, on 15-16 October 2025,
The CEDR Call 2022 Data projects of DROIDS, PRESORT and TIARA jointly organised two events at the ITS European Congress 2025
The CEDR Call 2022 Data projects of DROIDS, PRESORT and TIARA jointly organised two events at the ITS European Congress 2025
Sensor degradation in poor weather conditions poses a significant challenge to the safety and effectiveness of Autonomous Vehicles (AVs), necessitating urgent research and development.
Sensor degradation in poor weather conditions poses a significant challenge to the safety and effectiveness of Autonomous Vehicles (AVs), necessitating urgent research and development.
In the last quarter of 2024, the TIARA project held several online expert workshops
In the last quarter of 2024, the TIARA project held several online expert workshops
During our first winter testing campaign (January to March 2024), we noticed some uncertainties in the results
During our first winter testing campaign (January to March 2024), we noticed some uncertainties in the results
We were thrilled to host the Dissemination Workshop for the Innovate UK Sim4CAMSens Project as part of the inaugural event of the IEEE ITSS UK and Ireland Chapter.
We were thrilled to host the Dissemination Workshop for the Innovate UK Sim4CAMSens Project as part of the inaugural event of the IEEE ITSS UK and Ireland Chapter.
The Sim4CAMSens project has recently updated the unique CAV Catalogue, now offering a comprehensive global directory of over 150 Level 4 Automated Vehicles (AVs).
The Sim4CAMSens project has recently updated the unique CAV Catalogue, now offering a comprehensive global directory of over 150 Level 4 Automated Vehicles (AVs).
In partnership with AESIN and Warwick Manufacturing Group (WMG) at the University of Warwick,has concluded its groundbreaking study
In partnership with AESIN and Warwick Manufacturing Group (WMG) at the University of Warwick,has concluded its groundbreaking study
Automotive security presents unique challenges, demanding solutions that keep systems operational even under attack
Automotive security presents unique challenges, demanding solutions that keep systems operational even under attack
The aim of this programme is to provide the NRAs a certain level of confidence in approaching the era of digitalisation
The aim of this programme is to provide the NRAs a certain level of confidence in approaching the era of digitalisation
AESIN attended the CYBER UK conference last month to see how the automotive industry featured at the UK government's flagship cyber security event
AESIN attended the CYBER UK conference last month to see how the automotive industry featured at the UK government's flagship cyber security event




























