Media Summary: IFAC 2020 Talk Most vision-based navigation systems rely on Agile quadrotor flight in challenging environments has the potential to revolutionize shipping, transportation, and search and ... Consider the problem of mobile robot navigation among obstacles. For this problem, we developed a method that is based on ...

A Perception Aware Nmpc For - Detailed Analysis & Overview

IFAC 2020 Talk Most vision-based navigation systems rely on Agile quadrotor flight in challenging environments has the potential to revolutionize shipping, transportation, and search and ... Consider the problem of mobile robot navigation among obstacles. For this problem, we developed a method that is based on ... Code: Paper: Abstract: This paper presents PANTHER, ... For safe navigation in dynamic uncertain environments, robotic systems rely on Recently, neural control policies have outperformed existing model-based planning-and-control methods for autonomously ...

Quadrotor navigation in unknown environments is critical for practical missions such as search-and-rescue. Solving this problem ... In this paper, we give a double twist to the problem of planning under uncertainty. State-of-the-art planners seek to minimize the ... Accurate trajectory tracking control for quadrotors is essential for safe navigation in cluttered environments. However, this is ...

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A Perception-Aware Flatness-based MPC for Fast Vision-based Flight
HPA-MPC: Hybrid Perception-Aware NMPC for Quadrotors with Suspended Loads
A Perception-Aware NMPC for Vision-Based Target Tracking and Collision Avoidance with a Multi-Rotor
PAMPC: Perception-Aware Model Predictive Control for Quadrotors
Performance, Precision, and Payloads: Adaptive Nonlinear MPC for Quadrotors (RAL 2021)
A Dynamics-Aware NMPC Method for Robot Navigation Among Moving Obstacles
PCMPC: Perception-Constrained Model Predictive Control for Quadrotors with Suspended Loads
PANTHER: Perception-Aware Trajectory Planner in Dynamic Environments
Occlusion-Aware MPC for Guaranteed Safe Robot Navigation with Unseen Dynamic Obstacles
Learning Perception-Aware Agile Flight in Cluttered Environment (ICRA 2023)
PA-MPPI: Perception-Aware MPPI Control for Quadrotor Navigation in Unknown Environments (RA-L'26)
Perception-aware Path Planning
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A Perception-Aware Flatness-based MPC for Fast Vision-based Flight

A Perception-Aware Flatness-based MPC for Fast Vision-based Flight

IFAC 2020 Talk Most vision-based navigation systems rely on

HPA-MPC: Hybrid Perception-Aware NMPC for Quadrotors with Suspended Loads

HPA-MPC: Hybrid Perception-Aware NMPC for Quadrotors with Suspended Loads

We present a novel Hybrid

A Perception-Aware NMPC for Vision-Based Target Tracking and Collision Avoidance with a Multi-Rotor

A Perception-Aware NMPC for Vision-Based Target Tracking and Collision Avoidance with a Multi-Rotor

Multimedia attachment of the paper "

PAMPC: Perception-Aware Model Predictive Control for Quadrotors

PAMPC: Perception-Aware Model Predictive Control for Quadrotors

We present

Performance, Precision, and Payloads: Adaptive Nonlinear MPC for Quadrotors (RAL 2021)

Performance, Precision, and Payloads: Adaptive Nonlinear MPC for Quadrotors (RAL 2021)

Agile quadrotor flight in challenging environments has the potential to revolutionize shipping, transportation, and search and ...

A Dynamics-Aware NMPC Method for Robot Navigation Among Moving Obstacles

A Dynamics-Aware NMPC Method for Robot Navigation Among Moving Obstacles

Consider the problem of mobile robot navigation among obstacles. For this problem, we developed a method that is based on ...

PCMPC: Perception-Constrained Model Predictive Control for Quadrotors with Suspended Loads

PCMPC: Perception-Constrained Model Predictive Control for Quadrotors with Suspended Loads

In this paper, we address

PANTHER: Perception-Aware Trajectory Planner in Dynamic Environments

PANTHER: Perception-Aware Trajectory Planner in Dynamic Environments

Code: https://github.com/mit-acl/panther Paper: http://arxiv.org/abs/2103.06372 Abstract: This paper presents PANTHER, ...

Occlusion-Aware MPC for Guaranteed Safe Robot Navigation with Unseen Dynamic Obstacles

Occlusion-Aware MPC for Guaranteed Safe Robot Navigation with Unseen Dynamic Obstacles

For safe navigation in dynamic uncertain environments, robotic systems rely on

Learning Perception-Aware Agile Flight in Cluttered Environment (ICRA 2023)

Learning Perception-Aware Agile Flight in Cluttered Environment (ICRA 2023)

Recently, neural control policies have outperformed existing model-based planning-and-control methods for autonomously ...

PA-MPPI: Perception-Aware MPPI Control for Quadrotor Navigation in Unknown Environments (RA-L'26)

PA-MPPI: Perception-Aware MPPI Control for Quadrotor Navigation in Unknown Environments (RA-L'26)

Quadrotor navigation in unknown environments is critical for practical missions such as search-and-rescue. Solving this problem ...

Perception-aware Path Planning

Perception-aware Path Planning

In this paper, we give a double twist to the problem of planning under uncertainty. State-of-the-art planners seek to minimize the ...

A Comparative Study of NMPC and Differential Flatness Control for Quadrotor Agile Flight (TRO 2022)

A Comparative Study of NMPC and Differential Flatness Control for Quadrotor Agile Flight (TRO 2022)

Accurate trajectory tracking control for quadrotors is essential for safe navigation in cluttered environments. However, this is ...