3 papers
cs.RO2024
Magnetic Field Aided Vehicle Localization with Acceleration Correction
Mrunmayee Deshpande, Manoranjan Majji, J. Humberto Ramos
This paper presents a novel approach for vehicle localization by leveraging the ambient magnetic field within a given environment. Our approach involves introducing a global mathem…
cs.RO2023
Learning Flight Control Systems from Human Demonstrations and Real-Time Uncertainty-Informed Interventions
Prashant Ganesh, J. Humberto Ramos, Vinicius G. Goecks +4
This paper describes a methodology for learning flight control systems from human demonstrations and interventions while considering the estimated uncertainty in the learned models…
eess.SY2022
Information-Aware Guidance for Magnetic Anomaly based Navigation
J. Humberto Ramos, Jaejeong Shin, Kyle Volle +3
In the absence of an absolute positioning system, such as GPS, autonomous vehicles are subject to accumulation of positional error which can interfere with reliable performance. Im…