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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 …
A resource optimization scheduling model and algorithm for heterogeneous computing clusters based on GNN and RL
Z Zhang, C Xu, K Liu, S Xu, L Huang - The Journal of Supercomputing, 2024 - Springer
In the realm of heterogeneous computing, the efficient allocation of resources is pivotal for
optimizing system performance. However, user-submitted tasks are often complex and have …
optimizing system performance. However, user-submitted tasks are often complex and have …
Towards employing fpga and asip acceleration to enable onboard ai/ml in space applications
The success of AI/ML in terrestrial applications and the commercialization of space are now
paving the way for the advent of AI/ML in satellites. However, the limited processing power of …
paving the way for the advent of AI/ML in satellites. However, the limited processing power of …
Benchmarking deep learning models on myriad and snapdragon processors for space applications
Future space missions can benefit from processing imagery on board to detect science
events, create insights, and respond autonomously. One of the challenges to this mission …
events, create insights, and respond autonomously. One of the challenges to this mission …
Accelerating AI and Computer Vision for Satellite Pose Estimation on the Intel Myriad X Embedded SoC
The challenging deployment of Artificial Intelligence (AI) and Computer Vision (CV)
algorithms at the edge pushes the community of embedded computing to examine …
algorithms at the edge pushes the community of embedded computing to examine …
Combining fault tolerance techniques and COTS SoC accelerators for payload processing in space
The ever-increasing demand for computational power and I/O throughput in space
applications is transforming the landscape of on-board computing. A variety of Commercial …
applications is transforming the landscape of on-board computing. A variety of Commercial …
Systematic embedded development and implementation techniques on intel myriad VPUs
The worldwide demand for speed in applications challenges the deployment of compute-
intensive algorithms at the power-constrained edge. Novel embedded devices such as the …
intensive algorithms at the power-constrained edge. Novel embedded devices such as the …
HW/SW co-design on embedded SoC FPGA for star tracking optimization in space applications
V Panousopoulos, E Papaloukas, V Leon… - Journal of Real-Time …, 2024 - Springer
Star trackers are crucial for satellite orientation. Improving their efficiency via reconfigurable
COTS HW accommodates NewSpace missions. The current work considers SoC FPGAs to …
COTS HW accommodates NewSpace missions. The current work considers SoC FPGAs to …
FPGA Innovation Research in the Netherlands: Present Landscape and Future Outlook
N Alachiotis, S Belt, S van der Vlugt… - arxiv preprint arxiv …, 2025 - arxiv.org
FPGAs have transformed digital design by enabling versatile and customizable solutions
that balance performance and power efficiency, yielding them essential for today's diverse …
that balance performance and power efficiency, yielding them essential for today's diverse …
From Circuits to SoC Processors: Arithmetic Approximation Techniques & Embedded Computing Methodologies for DSP Acceleration
V Leon - arxiv preprint arxiv:2302.12194, 2023 - arxiv.org
The computing industry is forced to find alternative design approaches and computing
platforms to sustain increased power efficiency, while providing sufficient performance …
platforms to sustain increased power efficiency, while providing sufficient performance …