Search Results for author: Grace Xingxin Gao

Found 6 papers, 0 papers with code

A Particle Filtering Framework for Integrity Risk of GNSS-Camera Sensor Fusion

no code implementations15 Jan 2021 Adyasha Mohanty, Shubh Gupta, Grace Xingxin Gao

In our work, we extend Particle RAIM to a GNSS-camera fused system for joint state estimation and integrity monitoring.

Position Sensor Fusion

Robust GPS-Vision Localization via Integrity-Driven Landmark Attention

no code implementations13 Jan 2021 Sriramya Bhamidipati, Grace Xingxin Gao

We apply set union to formulate a p-Zonotopic cost that represents the size of position bounds based on landmark inclusion/exclusion.

Position

Designing Low-Correlation GPS Spreading Codes with a Natural Evolution Strategy Machine Learning Algorithm

no code implementations8 Jan 2021 Tara Yasmin Mina, Grace Xingxin Gao

To the best of the authors' knowledge, this is the first work to explore using a machine learning approach for designing navigation spreading code sequences.

BIG-bench Machine Learning

Trajectory Planning Under Stochastic and Bounded Sensing Uncertainties Using Reachability Analysis

no code implementations17 Dec 2020 Akshay Shetty, Grace Xingxin Gao

In our prior work we presented a reachability analysis to predict state and state estimation uncertainties under stochastic and bounded uncertainties.

Trajectory Planning Robotics

SLAM-based Integrity Monitoring Using GPS and Fish-eye Camera

no code implementations4 Oct 2019 Sriramya Bhamidipati, Grace Xingxin Gao

We perform graph optimization using the sequential data of GPS pseudoranges, pixel intensities, vehicle dynamics, and satellite ephemeris to simultaneously localize the vehicle as well as the landmarks, namely GPS satellites and key image pixels in the world frame.

Simultaneous Localization and Mapping

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