26 - 28 November, 2019
Steigenberger Grandhotel Handelshof, Leipzig, Germany
Chidambaram Subramanian, graduate research assistant, winner of the young scientist award at Virginia Tech
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Chidambaram Subramanian


graduate research assistant, winner of the young scientist award
Virginia Tech

Check out the incredible speaker line-up to see who will be joining Chidambaram.

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Conference Day One

Tuesday, November 26th, 2019


11:30 AM Real-time implementation of road surface classification using Intelligent Tires

The safety of autonomous vehicles is dependent on the road surface conditions. Estimation of road surface condition using intelligent tires will aid the growth of autonomous vehicles technology and open the potential for advances new chassis control systems. In this work, the road surface algorithm developed was implemented in real-time. Five major road surfaces are classified, namely, dry asphalt, wet asphalt, concrete, snow and ice. Multiple machine learning models are compared and the algorithm has shown an accuracy of more than 80% in real-time.