Resource-efficient in-orbit detection of earth objects
With the rapid proliferation of large Low Earth Orbit (LEO) satellite constellations, a huge
amount of in-orbit data is generated and needs to be transmitted to the ground for …
amount of in-orbit data is generated and needs to be transmitted to the ground for …
Communication-Efficient Satellite-Ground Federated Learning through Progressive Weight Quantization
C Yang, J Yuan, Y Wu, Q Sun, A Zhou… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Large constellations of Low Earth Orbit (LEO) satellites have been launched for Earth
observation and satellite-ground communication, which collect massive imagery and sensor …
observation and satellite-ground communication, which collect massive imagery and sensor …
Towards Efficient Satellite Computing Through Adaptive Compression
C Yang, Q Sun, Q Zhang, H Lu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The rapid development of Low Earth Orbit (LEO) satellite constellations offers significant
potential for in-orbit services, particularly in mitigating the impact of sudden natural disasters …
potential for in-orbit services, particularly in mitigating the impact of sudden natural disasters …
Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization
Recent advancements in Low Earth Orbit (LEO) satellites are facilitating the provision of
Deep Neural Networks (DNNs)-inherent services to achieve ubiquitous coverage via …
Deep Neural Networks (DNNs)-inherent services to achieve ubiquitous coverage via …
Edge-Cloud Collaborative Satellite Image Analysis for Efficient Man-Made Structure Recognition
K Sheng, J Xue, H Zhang - arXiv preprint arXiv:2410.05665, 2024 - arxiv.org
The increasing availability of high-resolution satellite imagery has created immense
opportunities for various applications. However, processing and analyzing such vast …
opportunities for various applications. However, processing and analyzing such vast …