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Muhammad Fahad

4 accepted papers

2020

Learning Human Navigation Behavior Using Measured Human Trajectories in Crowded Spaces

IROS 2020poster

As humans and mobile robots increasingly coexist in public spaces, their close proximity demands that robots navigate following navigation strategies similar to those exhibited by humans. This could be achieved by learning directly from human demonstration trajectories in a machine learning framewor…

Cited by 13SourceScholar
2017

Robotic experiments to evaluate ocean plume characteristics and structure

IROS 2017poster

We present field experiment results of ocean plume surveys conducted with a robotic platform. In our experiments, Rhodamine dye was used to generate a chemical plume in a coastal environment, and an unmanned surface vessel equipped with fluorometer sensors was deployed to conduct plume surveys. We p…

Cited by 8SourceScholar
2015

Robotic simulation of dynamic plume tracking by Unmanned Surface Vessels

ICRA 2015poster

Using autonomous mobile robots to dynamically track oil plume propagation in ocean environments is challenging. Based on a model of advection-diffusion equation that describes point-source pollution propagation in marine environments, we have previously proposed a model-based estimator-controller de…

Cited by 39SourceScholar