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Jason N. Gross

4 accepted papers

2025

Autonomous Hiking Trail Navigation via Semantic Segmentation and Geometric Analysis

IROS 2025

Natural environments pose significant challenges for autonomous robot navigation, particularly due to their unstructured and ever-changing nature. Hiking trails, with their dynamic conditions influenced by weather, vegetation, and human traffic, represent one of these challenges. This work introduce

Cited by 0SourceScholar
2021

Slip-Based Autonomous ZUPT Through Gaussian Process to Improve Planetary Rover Localization

RA-L 2021

The zero-velocity update (ZUPT) algorithm provides valuable state information to maintain the inertial navigation system (INS) reliability when stationary conditions are satisfied. Employing ZUPT along with leveraging non-holonomic constraints can greatly benefit wheeled mobile robot dead-reckoning

Cited by 41SourcecodeScholar
2020

Robust Incremental State Estimation Through Covariance Adaptation

RA-L 2020

Recent advances in the fields of robotics and automation have spurred significant interest in robust state estimation. To enable robust state estimation, several methodologies have been proposed. One such technique, which has shown promising performance, is the concept of iteratively estimating a Ga

Cited by 17SourcecodeScholar
2019

Improved Planetary Rover Inertial Navigation and Wheel Odometry Performance through Periodic Use of Zero-Type Constraints

IROS 2019poster

We present an approach to enhance wheeled planetary rover dead-reckoning localization performance by leveraging the use of zero-type constraint equations in the navigation filter. Without external aiding, inertial navigation solutions inherently exhibit cubic error growth. Furthermore, for planetary…

Cited by 33SourcecodeScholar