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Industry R&D | NTU

AESV Heavy-Duty Autonomous Sweeper

Full-stack autonomous driving deployed on a 4-ton sweeper at 13 km/h

Apr 2024 – Jul 2025

Overview

Led full-stack software development for autonomous driving on the AgileX Hunter 2.0 and a 4-ton articulated Bucher Municipal Sweeper. Customized and deployed the Autoware Universe autonomy stack on both platforms. Developed a digital-twin autonomous simulation system in CARLA (UE4) for validation before field testing. Delivered autonomous field demos at NTU and CETRAN, with the Sweeper reaching 13 km/h.

AESV Sweeper

System Architecture

Sweeper system architecture

Field Demo

Memories

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Hunter 2.0

System Architecture

Hunter 2.0 system architecture

Field Demo

Memories

Digital-Twin Autonomous Simulator

NTU Carpark P

CETRAN Test Track

Autoware UniverseROS2LiDAR CenterPointTensorRTCARLA/UE4ros1_bridgeFkie Multi MasterZeroMQNDT+EKF