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Project Descriptions
Spring 2025

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Showing 4 projects out of 4 found. On page 1 out of 1.
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Road Geometry Predictions for Autonomous Driving

Francesco Borrelli - Professor, Mechanical Engineering

Status: Current Term Now Closed     Weekly Hours: 6-8 hrs     Location: On Campus

Accurate road geometry prediction is a cornerstone for building reliable world models of the driving environment, which is crucial for autonomous vehicle navigation. This project aims to develop a model to accurately predict key road geometry features, such as road curvature and bank angles, using data from multiple sensors, including...

 Mathematical and Physical Sciences   Engineering, Design & Technologies

Dynamic Terrain and Vehicle Simulator: A Comprehensive Nonplanar Dynamics Platform

Francesco Borrelli - Professor, Mechanical Engineering

Status: Current Term Now Closed     Weekly Hours: 9-11 hrs     Location: On Campus

Design and development of a nonplanar vehicle dynamics simulator capable of accurately modeling and analyzing the behavior of vehicles on variable road surface geometries and conditions. The simulator will allow users to customize both the terrain properties and the vehicle configuration. Key features include: 1. Road Surface Customization: Users can...

 Mathematical and Physical Sciences   Engineering, Design & Technologies

Obstacle Detection and Object Classification for Off-road Autonomous Vehicle

Francesco Borrelli - Professor, Mechanical Engineering

Status: Current Term Now Closed     Weekly Hours: 9-11 hrs     Location: On Campus

This project builds upon an existing 1/10-scale off-road autonomous vehicle platform to explore and operate in unknown and changing environments, including sandy beaches, gravel, and forests. The control stack must make use of onboard sensors (RGBD camera, IMU) to map the environment and plan feasible and cost-effective...

 Mathematical and Physical Sciences   Engineering, Design & Technologies

Autonomous Racing with the Berkeley Autonomous Race Car

Francesco Borrelli - Professor, Mechanical Engineering

Status: Current Term Now Closed     Weekly Hours: 9-11 hrs     Location: On Campus

The 1/10-scale Berkeley Autonomous Race Car (BARC) platform is used for demonstrating novel control algorithms and to support the vehicle dynamics course. This project involves building updated versions of the 1/10-scale BARC platform. While building the platforms the design and construction of the platform needs to be documented...

 Mathematical and Physical Sciences   Engineering, Design & Technologies

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