← Search

Marcel Menner

3 accepted papers

2022

Auto-Tuning of Controller and Online Trajectory Planner for Legged Robots

RA-L 2022

This letter presents an approach for auto-tuning feedback controllers and online trajectory planners to achieve robust locomotion of a legged robot. The auto-tuning approach uses an Unscented Kalman Filter (UKF) formulation, which adapts/calibrates control parameters online using a recursive impleme

Cited by 24SourceScholar
2021

Interaction-Aware Motion Prediction for Autonomous Driving: A Multiple Model Kalman Filtering Scheme

RA-L 2021

We consider the problem of predicting the motion of vehicles in the surrounding of an autonomous car, for improved motion planning in lane-based driving scenarios without inter-vehicle communication. First, we address the problem of single-vehicle estimation by designing a filtering scheme based on

Cited by 127SourceScholar