Deep learning methods for space situational awareness in mega-constellations satellite-based internet of things networks

F Massimi, P Ferrara, F Benedetto - Sensors, 2022 - mdpi.com
Artificial Intelligence of things (AIoT) is the combination of Artificial Intelligence (AI)
technologies and the Internet of Things (IoT) infrastructure. AI deals with the devices' …

Exploration of blockchain-enabled decentralized capability-based access control strategy for space situation awareness

R Xu, Y Chen, E Blasch, G Chen - Optical Engineering, 2019 - spiedigitallibrary.org
Space situation awareness (SSA) includes tracking of active and inactive resident space
objects and assessing the space environment through sensor data collection and …

Cyber awareness trends in avionics

E Blasch, R Sabatini, A Roy, KA Kramer… - 2019 IEEE/AIAA 38th …, 2019 - ieeexplore.ieee.org
Recent examples driving an increased need for cyber awareness include unmanned aerial
vehicles (DAVs) in the airspace, development of the Automatic dependent surveillance …

Prediction of compression-induced image interpretability degradation

E Blasch, HM Chen, JM Irvine, Z Wang… - Optical …, 2018 - spiedigitallibrary.org
Image compression is an important component in modern imaging systems as the volume of
the raw data collected is increasing. To reduce the volume of data while collecting imagery …

Blockchain methods for trusted avionics systems

E Blasch, R Xu, Y Chen, G Chen… - 2019 IEEE National …, 2019 - ieeexplore.ieee.org
Blockchain is a popular method to ensure security for trusted systems. The benefits include
an auditable method to provide decentralized security without a trusted third party, but the …

Targeted adversarial discriminative domain adaptation

HM Chen, A Savakis, A Diehl, E Blasch… - Journal of Applied …, 2021 - spiedigitallibrary.org
Domain adaptation is a technology enabling aided target recognition and other algorithms
for environments and targets with data or labeled data that is scarce. Recent advances in …

Space object tracking uncertainty analysis with the URREF ontology

E Blasch, D Shen, G Chen, C Sheaff… - 2021 IEEE Aerospace …, 2021 - ieeexplore.ieee.org
Accurate and rapid space object behavioral tracking enables space protection and space
domain awareness (SDA). Recent methods of artificial intelligence and machine learning …

Methods of machine learning for space object pattern classification

D Shen, J Lu, G Chen, E Blasch… - 2019 IEEE National …, 2019 - ieeexplore.ieee.org
Space superiority requires space protection and space situational awareness (SSA), which
rely on rapid and accurate space object behavioral and operational intent discovery. The …

Game theoretic power allocation and waveform selection for satellite communications

Z Shu, G Wang, X Tian, D Shen… - … and Systems for …, 2015 - spiedigitallibrary.org
Game theory is a useful method to model interactions between agents with conflicting
interests. In this paper, we set up a Game Theoretic Model for Satellite Communications …

A distributed agent-based framework for a constellation of drones in a military operation

AH Fitwi, D Nagothu, Y Chen… - 2019 Winter Simulation …, 2019 - ieeexplore.ieee.org
A seamless communication capability is important in military operations. Likewise,
enhanced security, increased capacity, and robust communication mechanisms are vital for …