Search Results for author: Patrick McNamee

Found 3 papers, 1 papers with code

Feature Aggregation in Joint Sound Classification and Localization Neural Networks

no code implementations29 Oct 2023 Brendan Healy, Patrick McNamee, Zahra Nili Ahmadabadi

The feature aggregation techniques enhance the performance of sound detection neural networks, particularly in direction-of-arrival regression.

regression Sound Classification +1

Autonomous search of real-life environments combining dynamical system-based path planning and unsupervised learning

no code implementations3 May 2023 Uyiosa Philip Amadasun, Patrick McNamee, Zahra Nili Ahmadabadi, Peiman Naseradinmousavi

Current experimental work has not developed robust methods to satisfactorily address the immediate set of problems a chaotic coverage path planner needs to overcome in order to scan realistic environments within reasonable coverage times.

Online search of unknown terrains using a dynamical system-based path planning approach

1 code implementation22 Mar 2021 Karan Sridharan, Patrick McNamee, Zahra Nili Ahmadabadi, Jeffrey Hudack

In spaces with limited environmental cues, random-like search is an effective approach as it allows the robot to perform online coverage of environments using simple algorithm designs.

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