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A critical review on the state-of-the-art and future prospects of Machine Learning for Earth Observation Operations
Abstract The continuing Machine Learning (ML) revolution indubitably has had a significant
positive impact on the analysis of downlinked satellite data. Other aspects of the Earth …
positive impact on the analysis of downlinked satellite data. Other aspects of the Earth …
Autonomous robotics is driving Perseverance rover's progress on Mars
NASA's Perseverance rover uses robotic autonomy to achieve its mission goals on Mars. Its
self-driving autonomous navigation system (AutoNav) has been used to evaluate 88% of the …
self-driving autonomous navigation system (AutoNav) has been used to evaluate 88% of the …
Artificial intelligence for long-term robot autonomy: A survey
Autonomous systems will play an essential role in many applications across diverse
domains including space, marine, air, field, road, and service robotics. They will assist us in …
domains including space, marine, air, field, road, and service robotics. They will assist us in …
The Next Era for Earth Observation Spacecraft: An Overview of CogniSAT-6
D Rijlaarsdam, T Hendrix, PTT González… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Earth Observation (EO) spacecraft plays a pivotal role in various critical applications
impacting life on Earth. Historically, these systems have adhered to conventional operational …
impacting life on Earth. Historically, these systems have adhered to conventional operational …
Distributed earth satellite systems: What is needed to move forward?
EARTH-CENTRIC spacecraft have been designed for decades as monolithic systems, which
are highly integrated systems conceived to fulfill a set of goals satisfying certain user needs …
are highly integrated systems conceived to fulfill a set of goals satisfying certain user needs …
OPS-SAT spacecraft autonomy with TensorFlow lite, unsupervised learning, and online machine learning
OPS-SAT is a 3U CubeSat launched on December 18, 2019, it is the first nanosatellite to be
directly owned and operated by the European Space Agency (ESA). The spacecraft is a …
directly owned and operated by the European Space Agency (ESA). The spacecraft is a …
Enabling radiation tolerant heterogeneous GPU-based onboard data processing in space
The last decade has seen a dramatic increase in small satellite missions for commercial,
public, and government intelligence applications. Given the rapid commercialization of …
public, and government intelligence applications. Given the rapid commercialization of …
Benchmarking space mission applications on the snapdragon processor onboard the iss
Future space missions will process and analyze imagery on board as well as plan and act
more autonomously, placing greater demands on flight computing. Traditional flight …
more autonomously, placing greater demands on flight computing. Traditional flight …
Mortality selection in a genetic sample and implications for association studies
Background Mortality selection occurs when a non-random subset of a population of interest
has died before data collection and is unobserved in the data. Mortality selection is of …
has died before data collection and is unobserved in the data. Mortality selection is of …
CubeSatNet: Ultralight Convolutional Neural Network designed for on-orbit binary image classification on a 1U CubeSat
A Maskey, M Cho - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
A 1U CubeSat has severe limitations on size, power and downlink capabilities. Transferring
images taken by imaging payload from orbit can be a challenging. To save time and effort in …
images taken by imaging payload from orbit can be a challenging. To save time and effort in …