Small-body segmentation based on morphological features with a u-shaped network architecture

M Pugliatti, M Maestrini - Journal of Spacecraft and Rockets, 2022 - arc.aiaa.org
Small bodies such as asteroids and comets display great variability in terms of surface
morphological features. These are often unknown beforehand but can be employed for …

Benchmark analysis of semantic segmentation algorithms for safe planetary landing site selection

T Claudet, K Tomita, K Ho - IEEE Access, 2022 - ieeexplore.ieee.org
This paper presents an in-depth analysis of state-of-the-art semantic segmentation
algorithms applied to spacecraft safe planetary landing via hazard detection and avoidance …

Autonomous UAVs landing site selection from point cloud in unknown environments

L Yang, C Wang, L Wang - ISA transactions, 2022 - Elsevier
Autonomous safe landing of UAVs is an important and challenging task in unknown
environments, as almost no prior scene information can be leveraged for navigation. Most …

HALO: Hazard-aware landing optimization for autonomous systems

CR Hayner, SC Buckner, D Broyles… - … on Robotics and …, 2023 - ieeexplore.ieee.org
With autonomous aerial vehicles enacting safety-critical missions, such as the Mars Science
Laboratory Curiosity rover's landing on Mars, the tasks of automatically identifying and …

[PDF][PDF] Development of an Autonomous Distributed Fault Management Architecture for the VISORS Mission

A Paletta, EG Lightsey - Master's Report, 2023 - ssdl.gatech.edu
CubeSat formations have been identified as a new paradigm for addressing important
science questions, but are often early adopters of new technologies which carry additional …

Stochastic Hazard Detection For Landing Under Topographic Uncertainty

K Tomita, K Ho - arXiv preprint arXiv:2305.04249, 2023 - arxiv.org
Autonomous hazard detection and avoidance is a key technology for future landing missions
in unknown surface conditions. Current state-of-the-art stochastic algorithms assume simple …

Explainable Convolutional Networks for Crater Detection and Lunar Landing Navigation

J Song, N Aouf, D Rondao, C Honvault… - arXiv preprint arXiv …, 2024 - arxiv.org
The Lunar landing has drawn great interest in lunar exploration in recent years, and
autonomous lunar landing navigation is fundamental to this task. AI is expected to play a …

Robust landing site detection for flight over small solar system bodies

F Schimpf, J Olucak, W Fichter - AIAA SCITECH 2022 Forum, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-0955. vid Safe landing site
detection is essential for crewed flight, autonomously operated aircraft, and space missions …

Visual Environment Assessment for Safe Autonomous Quadrotor Landing

M Secchiero, N Bobbili, Y Zhou… - … on Unmanned Aircraft …, 2024 - ieeexplore.ieee.org
Autonomous identification and evaluation of safe landing zones are of paramount
importance for ensuring the safety and effectiveness of aerial robots in the event of system …

[PDF][PDF] Learning Reachability for Hazard Detection and Avoidance in Planetary Landing

K Tomita, BU Jo, K Ho - The 33rd AAS/AIAA Astrodynamics …, 2023 - ssdl.gatech.edu
Autonomous hazard detection and avoidance (HD&A) poses a stochastic perceptionaware
guidance problem, where the visible surface depends on the trajectory, and the safest target …