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Marin Dimitrov

2 accepted papers

2021

Model Identification of a Small Fully-Actuated Aquatic Surface Vehicle Using a Long Short-Term Memory Neural Network

ICRA 2021poster

A long short-term memory neural network is used to provide a system model that captures the temporal-dynamics of a holonomic, fully-actuated aquatic surface vehicle. As is true in many fields, new developments in robotics often are made in simulation first before being applied to real systems. To si…

Cited by 10SourceScholar
2020

Model Identification of a Small Omnidirectional Aquatic Surface Vehicle: a Practical Implementation

IROS 2020poster

This work presents a practical method of obtaining a dynamic system model for small omnidirectional aquatic vehicles. The models produced can be used to improve vehicle localisation, aid in the design or tuning of control systems and facilitate the development of simulated environments. The use of a…

Cited by 5SourceScholar