Search Results for author: Aadi Kothari

Found 3 papers, 1 papers with code

Enhancing Track Management Systems with Vehicle-To-Vehicle Enabled Sensor Fusion

no code implementations26 Apr 2024 Thomas Billington, Ansh Gwash, Aadi Kothari, Lucas Izquierdo, Timothy Talty

In the rapidly advancing landscape of connected and automated vehicles (CAV), the integration of Vehicle-to-Everything (V2X) communication in traditional fusion systems presents a promising avenue for enhancing vehicle perception.

Autonomous Vehicles Management +1

Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction

no code implementations5 Oct 2023 Aadi Kothari, Tony Tohme, Xiaotong Zhang, Kamal Youcef-Toumi

We propose a novel human motion prediction framework that incorporates human joint constraints and scene constraints in a Gaussian Process Regression (GPR) model to predict human motion over a set time horizon.

GPR Human motion prediction +2

Risk Bounded Nonlinear Robot Motion Planning With Integrated Perception & Control

1 code implementation5 Jan 2022 Venkatraman Renganathan, Sleiman Safaoui, Aadi Kothari, Benjamin Gravell, Iman Shames, Tyler Summers

Robust autonomy stacks require tight integration of perception, motion planning, and control layers, but these layers often inadequately incorporate inherent perception and prediction uncertainties, either ignoring them altogether or making questionable assumptions of Gaussianity.

Model Predictive Control Motion Planning

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