A survey of next-generation computing technologies in space-air-ground integrated networks
Space-air-ground integrated networks (SAGINs) are key elements for facilitating high-speed
seamless connectivity to the devices/users in infrastructure-less environments, where the …
seamless connectivity to the devices/users in infrastructure-less environments, where the …
[HTML][HTML] Review on Hardware Devices and Software Techniques Enabling Neural Network Inference Onboard Satellites
Neural networks (NNs) have proven their ability to deal with many computer vision tasks,
including image-based remote sensing such as the identification and segmentation of …
including image-based remote sensing such as the identification and segmentation of …
Satellite computing: Vision and challenges
The space industry experiences a rise in low-Earth-orbit satellite mega-constellations to
achieve universal connectivity. At the same time, cloud firms (such as Google, Microsoft, and …
achieve universal connectivity. At the same time, cloud firms (such as Google, Microsoft, and …
MultiCNN-FilterLSTM: Resource-efficient sensor-based human activity recognition in IoT applications
With the recent advances in the Internet of Things (IoT) technologies, various human-
centered applications have proliferated and improved the quality of users' life. In the …
centered applications have proliferated and improved the quality of users' life. In the …
Tiansuan constellation: An open research platform
Satellite network is the first step towards interstellar voyages. It can provide global Internet
connectivity everywhere on the earth, where most areas cannot access the Internet by the …
connectivity everywhere on the earth, where most areas cannot access the Internet by the …
RaVÆn: unsupervised change detection of extreme events using ML on-board satellites
Applications such as disaster management enormously benefit from rapid availability of
satellite observations. Traditionally, data analysis is performed on the ground after being …
satellite observations. Traditionally, data analysis is performed on the ground after being …
Cloudsatnet-1: Fpga-based hardware-accelerated quantized cnn for satellite on-board cloud coverage classification
CubeSats, the nanosatellites and microsatellites with a wet mass up to 60 kg, accompanied
by the cost decrease of accessing the space, amplified the rapid development of the Earth …
by the cost decrease of accessing the space, amplified the rapid development of the Earth …
Artificial intelligence based on-board image compression for the Φ-Sat-2 mission
The growing amount of data collected by Earth Observation (EO) satellites requires new
processing procedures able to manage huge quantity of information. Artificial intelligence …
processing procedures able to manage huge quantity of information. Artificial intelligence …
Machine Learning and Deep Learning powered satellite communications: Enabling technologies, applications, open challenges, and future research directions
A Bhattacharyya, SM Nambiar, R Ojha… - … Journal of Satellite …, 2023 - Wiley Online Library
The recent wave of creating an interconnected world through satellites has renewed interest
in satellite communications. Private and government‐funded space agencies are making …
in satellite communications. Private and government‐funded space agencies are making …
Automatic deployment of convolutional neural networks on fpga for spaceborne remote sensing application
T Yan, N Zhang, J Li, W Liu, H Chen - Remote Sensing, 2022 - mdpi.com
In recent years, convolutional neural network (CNN)-based algorithms have been widely
used in remote sensing image processing and show tremendous performance in a variety of …
used in remote sensing image processing and show tremendous performance in a variety of …