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 …
Benchmarking and testing of qualcomm snapdragon system-on-chip for jpl space applications and missions
Z Towfic, D Ogbe, J Sauvageau… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
As some space missions become more challenging due to new environments, greater
distances, or more limited size, weight, and power (SWaP) constraints, spacecraft avionics …
distances, or more limited size, weight, and power (SWaP) constraints, spacecraft avionics …
Tackling the Satellite Downlink Bottleneck with Federated Onboard Learning of Image Compression
Satellite data transmission is a crucial bottleneck for Earth observation applications. To
overcome this problem we propose a novel solution that trains a neural network on board …
overcome this problem we propose a novel solution that trains a neural network on board …
Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning
Satellites are increasingly adopting on-board Artificial Intelligence (AI) techniques to
enhance platforms' autonomy through edge inference. In this context, the utilization of deep …
enhance platforms' autonomy through edge inference. In this context, the utilization of deep …
A Scalable Reduced-Complexity Compression of Hyperspectral Remote Sensing Images Using Deep Learning
Two key hurdles to the adoption of Machine Learning (ML) techniques in hyperspectral data
compression are computational complexity and scalability for large numbers of bands …
compression are computational complexity and scalability for large numbers of bands …
Federated onboard-ground station computing with weakly supervised cascading pyramid attention network for satellite image analysis
With advances in NanoSat (CubeSat) and high-resolution sensors, the amount of raw data
to be analyzed by human supervisors has been explosively increasing for satellite image …
to be analyzed by human supervisors has been explosively increasing for satellite image …
Hardware implementation of the ccsds 123.0-b-2 near-lossless compression standard following an hls design methodology
The increment in the use of high-resolution imaging sensors on-board satellites motivates
the use of on-board image compression, mainly due to restrictions in terms of both hardware …
the use of on-board image compression, mainly due to restrictions in terms of both hardware …
Semantically-Disentangled Progressive Image Compression for Deep Space Communications: Exploring the Ultra-low Rate Regime
W Zhang, Y Liu, L Chen, J Shi, X Hong… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
While sensing imagery in space missions has broad applications, the growing image
resolution and data volume have caused a major challenge due to limited deep space …
resolution and data volume have caused a major challenge due to limited deep space …
A simple lossless algorithm for on-board satellite hyperspectral data compression
V Joshi, JS Rani - IEEE Geoscience and Remote Sensing …, 2023 - ieeexplore.ieee.org
As the resolution of the on-board imaging spectrometer keeps improving, the data
acquisition rate increases and a resource-limited satellite environment necessitates for …
acquisition rate increases and a resource-limited satellite environment necessitates for …
An FPGA Accelerator for Real Time Hyperspectral Images Compression based on JPEG2000 Standard
R Ghodhbani, T Saidani, L Horrigue… - … , Technology & Applied …, 2024 - etasr.com
Lossless hyperspectral images have the advantage of reducing the data size, hence saving
on storage and transmission costs. This study presents a dynamic pipeline hardware design …
on storage and transmission costs. This study presents a dynamic pipeline hardware design …