Simulation Will be a Key Technology in Autonomous Vehicle Testing and Validation

09 Oct 2018

Simulation will be a cornerstone technology for autonomous vehicle implementation, underpinning system training, testing, and validation, according to a report from ABI Research, a market-foresight advisory firm providing strategic guidance on the most compelling transformative technologies. While being an asset to all autonomous technology developers, simulation will prove a “must-have” for adopters of deep-learning approaches, bringing some much-needed validation and confidence before deployment.

“Almost every OEM has positioned connected and autonomous vehicles front and center of their strategy for the next decade, lauding the advantages for safety and efficiency.  However, demonstrating these advantages will require OEMs to accrue an extraordinary number of autonomously driven miles,” says James Hodgson, Senior Analyst at ABI Research. “Simulation will not only build up the volume of the driverless experience but will also enrich its variety – allowing OEMs and other autonomous technology developers to test their systems in rare and potentially dangerous scenarios without risk of damage or loss of life.”

Accruing the tens of billions of miles necessary to have confidence in autonomous systems would require the deployment of at least 3 million unproven autonomous vehicles over the course of 10 years. Waymo, already leading the market in terms of autonomously driven miles, has made effective use of simulation through their Carcraft initiative, covering in one day of simulations as many autonomous miles as they did between 2009 and 2018 with their physical prototypes.

Now multiple simulation solutions have come to market, enabling OEMs to test and validate their autonomous systems before their self-imposed deadlines arrive within the next 3 to 5 years. Some vendors, such as NVIDIA and AIMotive will feature simulation as part of their broader autonomous driving solutions, while specialized vendors such as Cognata and Metamoto are helping to ease the integration of simulation into autonomous vehicle development workflows through a simulation-as-a-service offering. 

“There is a growing consensus on the components that will be needed to enable autonomous driving. What OEMs really need now are technologies and partners that can support them in addressing the remaining pain points that are holding back implementation. Simulation is set to be an important technology in giving autonomous system developers confidence in their systems before deployment,” Hodgson concludes.

These findings are from ABI Research’s Simulation in Automotive: Training and Validating Autonomous Control Systems report. This report is part of the company’s  Smart Mobility & Automotive research service, which includes research, data, and Executive Foresights.

About ABI Research

ABI Research provides strategic guidance for visionaries needing market foresight on the most compelling transformative technologies, which reshape workforces, identify holes in a market, create new business models and drive new revenue streams. ABI’s own research visionaries take stances early on those technologies, publishing groundbreaking studies often years ahead of other technology advisory firms. ABI analysts deliver their conclusions and recommendations in easily and quickly absorbed formats to ensure proper context. Our analysts strategically guide visionaries to take action now and inspire their business to realize a bigger picture. For more information about ABI Research’s forecasting, consulting and teardown services, visionaries can contact us at +1.516.624.2500 in the Americas, +44.203.326.0140 in Europe, +65.6592.0290 in Asia-Pacific or visit


About ABI Research

ABI Research is a global technology intelligence firm uniquely positioned at the intersection of technology solution providers and end-market companies. We serve as the bridge that seamlessly connects these two segments by providing exclusive research and expert guidance to drive successful technology implementations and deliver strategies proven to attract and retain customers.

ABI Research 是一家全球性的技术情报公司,拥有得天独厚的优势,充当终端市场公司和技术解决方案提供商之间的桥梁,通过提供独家研究和专业性指导,推动成功的技术实施和提供经证明可吸引和留住客户的战略,无缝连接这两大主体。

For more information about ABI Research’s services, contact us at +1.516.624.2500 in the Americas, +44.203.326.0140 in Europe, +65.6592.0290 in Asia-Pacific, or visit

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