Search Results for author: Daniel Neamati

Found 2 papers, 0 papers with code

Mosaic Zonotope Shadow Matching for Risk-Aware Autonomous Localization in Harsh Urban Environments

no code implementations30 Apr 2022 Daniel Neamati, Sriramya Bhamidipati, Grace Gao

We extend our prior work to propose Mosaic Zonotope Shadow Matching (MZSM) that employs a classifier-agnostic polytope mosaic architecture to provide risk-awareness and certifiable guarantees on urban positioning.

Learning-based methods to model small body gravity fields for proximity operations: Safety and Robustness

no code implementations18 Dec 2021 Daniel Neamati, Yashwanth Kumar Nakka, Soon-Jo Chung

Therefore, the training data domain should include spacecraft trajectories to accurately evaluate the learned model's safety and robustness.

Gaussian Processes

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