Handling Constrained Optimization in Factor Graphs for Autonomous Navigation

Author:

Bazzana Barbara1ORCID,Guadagnino Tiziano1ORCID,Grisetti Giorgio1ORCID

Affiliation:

1. Department of Computer, Control, and Management Engineering “Antonio Ruberti”, Sapienza University of Rome, Rome, Italy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering

Reference33 articles.

1. SDF-Loc: Signed Distance Field based 2D Relocalization and Map Update in Dynamic Environments

2. Equality Constrained Linear Optimal Control With Factor Graphs

3. A factor-graph approach for optimization problems with dynamics constraints;xie,2020

4. A factor graph approach to estimation and model predictive control on Unmanned Aerial Vehicles

5. Local incremental planning for nonholonomic mobile robots;luca;Proc IEEE Int Conf Robot Automat,0

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1. How-to Augmented Lagrangian on Factor Graphs;IEEE Robotics and Automation Letters;2024-03

2. Data-Driven Batch Localization and SLAM Using Koopman Linearization;IEEE Transactions on Robotics;2024

3. Factor Graph-Based Planning as Inference for Autonomous Vehicle Racing;IEEE Open Journal of Intelligent Transportation Systems;2024

4. MR.CAP: Multi-Robot Joint Control and Planning for Object Transport;IEEE Control Systems Letters;2024

5. Research on ROS-based SLAM Implementation for Indoor Environments;2023 IEEE 5th Eurasia Conference on IOT, Communication and Engineering (ECICE);2023-10-27

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