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June 22, 2022 08:16 AM

Magna, University of Waterloo analyze driver behaviour to develop new ADAS

University of Waterloo researchers used the dataset to build a model designed to help advanced driver-assistance systems (ADAS) better cater to individual drivers

David Kennedy
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    Exterior Magna Street Sign in Brampton
    GREG LAYSON

    With the behavioural dataset now at its disposal, Magna can work the findings into its product development process.

    Canadian parts supplier Magna International Inc. and a research team at the University of Waterloo (UW) are getting a handle on drivers’ habits — whether good, bad, or just finicky.

    “Let’s say you prefer to bias a little bit to the outside part of a lane when you go around that heavy-duty truck, we would like to be able to learn that,” said Jim Quesenberry, Magna’s director of research and development.

    The analysis of driver behaviour is one of the latest in a series of joint research projects between Magna and the University of Waterloo Centre for Automotive Research (WatCAR). The collaborations offer the parts supplier a fresh perspective on cutting-edge industry challenges, and university faculty and students the opportunity to tackle real-world issues with a global automotive player.

    The recent work spanned five years, and largely wrapped up in May. The partners put 100 drivers through three-hour test drives, then used artificial intelligence algorithms to make sense of the data collected. Researchers used the dataset to build a model designed to help advanced driver-assistance systems (ADAS) better cater to individual drivers.

    Ultimately, Quesenberry said, automated systems will be able to adopt a driver’s quirks, such as accounting for an extra few inches between a vehicle and truck, or adding a car length of following distance if a driver shows a preference for an added buffer. The personalization of ADAS will help drivers feel at ease when handing over control of the wheel, he added.

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    Magna could carry out the work internally, but it gleans added insight from the collaborative approach.

    “We use these interactions and really prompt the thinking of students and faculty who don’t have an automotive heritage or any of our past hang-ups,” Quesenberry said. “They inject new ways of thinking into this. It can set us off in a new direction that we hadn’t considered yet.”

    During the five-years cataloguing driver behaviour, the transferring of personal data from the test drives between Magna’s Canadian and U.S. operations was one such example. If the company had worked on the problem in-house, Quesenberry said, it may never have stumbled upon the data privacy issues, or worked on solutions.

    With the behavioural dataset now at its disposal, the parts supplier can work the findings into its product development process.

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    From the university’s perspective, the collaborative projects provide students a track record working on real industry problems. They also get exposure to a prospective employer, said Ross McKenzie, managing director of WatCAR.

    “Magna, like many companies today, is looking for not just highly qualified personnel, but specifically trained talent.”

    MUTUALLY BENEFICIAL R&D

    From graduate students working on the collaborative research projects, to undergrads spending a co-op term at the parts firm, McKenzie said the familiarity translates directly into jobs post-graduation.

    Mutually beneficial research arrangements are relatively common between industry and academia, but there is a reason Magna continues to look to the Ontario school, located about 100 kilometres west of Toronto.

    Unlike other universities that seek partial ownership in intellectual property (IP), the University of Waterloo does not seek its own cut, Quesenberry said. As far as “standard” agreements with universities go, UW has something “completely different.”

    McKenzie said this “creator-owned” IP policy is unique among publicly funded North American, post-secondary institutions.

    “Whoever is involved in the creation of the IP through the course of a project has an ownership stake, and nobody else.”

    This contrasts with other schools, where along with the industry partner and faculty member involved, the university’s commercialization office is vying for its own stake, McKenzie said.

    “When you sit down to negotiate a research contract for that same project with the University of Waterloo, the university’s not at the table. Our office of research supports the faculty member and develops the research contract along with them, but they’re not at the table negotiating on IP.”

    At U.S. universities that rely of public funding, a portion of the IP is also destined for the public domain, he added.

    Because the university does not have a stake in the IP, this typically leaves both the business and faculty member with larger interests, McKenzie said. Along with benefitting companies, he credits the arrangement with feeding into the Waterloo region’s entrepreneurial ecosystem by giving professors the IP foundation to form start-up companies of their own.

    The policy does mean the university would stand to miss out on certain royalty “home-runs,” McKenzie acknowledged, but he said bringing industry partners into UW’s fold and allowing creators to make use of the IP they generate is well worth the trade-off.

    The approach has kept Magna coming back.

    As the parts supplier and the WatCAR researchers wrap up the loose ends on the driver behaviour project, another collaboration between the two partners is already getting underway. Last fall, the parties announced a $1.6-million joint project that will focus on enhancing the safety and cybersecurity of self-driving vehicles.

    Work centred at the university, and backed by funding from Magna and a federal research grant, is scheduled to run through 2026.

    Magna ranks No. 4 on the Automotive News list of the top 100 global suppliers, with US$32.6 billion in worldwide parts sales to automakers in 2020.

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