Search Results for author: Cesare Donati

Found 3 papers, 0 papers with code

A blended physics-based and black-box identification approach for spacecraft inertia estimation -- EXTENDED VERSION

no code implementations28 May 2024 Martina Mammarella, Cesare Donati, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa

In this paper, the problem of identifying inertial characteristics of a generic space vehicle relying on the physical and structural insights of the dynamical system is presented.

One-shot backpropagation for multi-step prediction in physics-based system identification -- EXTENDED VERSION

no code implementations31 Oct 2023 Cesare Donati, Martina Mammarella, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa

The aim of this paper is to present a novel physics-based framework for the identification of dynamical systems, in which the physical and structural insights are reflected directly into a backpropagation-based learning algorithm.

3D Map Reconstruction of an Orchard using an Angle-Aware Covering Control Strategy

no code implementations6 Feb 2022 Martina Mammarella, Cesare Donati, Takumi Shimizu, Masaya Suenaga, Lorenzo Comba, Alessandro Biglia, Kuniaki Uto, Takeshi Hatanaka, Paolo Gay, Fabrizio Dabbene

In this paper, we present an innovative approach where a fleet of unmanned aerial vehicles is exploited to perform remote sensing tasks over an apple orchard for reconstructing a 3D map of the field, formulating the covering control problem to combine the position of a monitoring target and the viewing angle.

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