Autonomous truck safety receives boost with Waabi's unveiling of mixed reality testing system for self-driving trucks
In a groundbreaking development, Toronto-based autonomous trucking technology leader Waabi has unveiled a new Mixed Reality Testing (MRT) system. This innovative approach to safety testing is set to transform the industry, offering a more diverse, realistic, and cost-effective solution compared to traditional methods.
The Waabi MRT system overcomes the limitations of conventional testing by intercepting sensor data from the physical world and blending it with simulation. By merging real-world driving with AI-powered virtual scenarios, Waabi's system creates a hybrid testing environment that contrasts sharply with traditional safety testing, which relies on closed tracks running a limited number of scripted, physically staged scenarios.
Key differences and advantages of Waabi's MRT system include:
- Test Diversity: MRT injects countless unpredictable, human-like virtual actors and scenarios (e.g., jaywalking pedestrians, erratic drivers, debris, emergency vehicles) into the physical environment using generative AI and a neural simulator (Onboard Waabi World). This enables exposure to a vast range of rare, safety-critical edge cases that traditional testing cannot safely or practically replicate, such as drunk drivers causing head-on collisions.
- Repeatability and Continuous Testing: Unlike traditional testing that requires time-consuming setup and coordination for each scenario, Waabi’s MRT operates continuously and seamlessly on closed physical tracks. Tests flow from one to another without pauses, maximizing track usage and allowing an exponentially larger number of tests to be performed.
- Cost Efficiency: By eliminating the need for extensive human coordination and physical staging of potentially hazardous scenarios, MRT reduces logistical complexity and expense. Tests that would have been prohibitively dangerous and costly can now be conducted virtually in minutes without risking physical damage.
- Realism and Safety: The system modifies sensor inputs (LiDAR, cameras) in real time so the vehicle’s onboard AI perceives virtual obstacles and actors as if actually present, triggering authentic decision-making processes. The MRT environment achieves very high realism (reported 99.7%) enabling reliable safety validation with no risk to the vehicle or people.
Strategic investors in Waabi's Series B round include Nvidia, Volvo Group Venture Capital, Porsche Automobil Holding SE, Scania Invest, and Ingka Investments. In February, Waabi announced a partnership with Volvo Autonomous Solutions to jointly develop and deploy autonomous trucks.
The technology allows for the creation of complex scenarios such as traffic jams, dangerous driving behaviors, and unpredictable pedestrian movements. Waabi's autonomous system now has all capabilities needed to operate without a human driver, a milestone shared only with Aurora in long-haul trucking.
The use of this technology has accelerated Waabi's development process, allowing the company to reach feature-complete status earlier this year. Raquel Urtasun, founder and CEO of Waabi, discussed the MRT technology creating virtual scenarios for autonomous trucks on physical test tracks. Urtasun stated that mixed reality testing addresses the lack of discussion on safety testing methods in the industry.
Despite its advantages, the Waabi MRT system is expensive to implement compared to traditional safety testing methods. However, the potential cost savings and safety improvements make it a compelling solution for the future of autonomous vehicle testing.
[1] Autonomous Vehicle Technology [2] Waabi [3] Volvo Autonomous Solutions [4] Porsche [5] Scania [6] Ingka Investments
- Waabi's Mixed Reality Testing (MRT) system, a groundbreaking advancement in autonomous trucking technology, merges real-world driving with AI-powered virtual scenarios, providing a hybrid testing environment that offers test diversity, repeatability, and cost efficiency over traditional safety testing methods.
- With its ability to create complex scenarios, including traffic jams, dangerous driving behaviors, and unpredictable pedestrian movements, Waabi's autonomous technology has reached a milestone, allowing the system to operate without a human driver – a feat shared only with Aurora in long-haul trucking.
