Neural network aided fast pointing information determination approach for occultation payloads from in-flight measurements: Algorithm design and assessment
Sign Up to like & getrecommendations! Published in 2019 at "Advances in Space Research"
DOI: 10.1016/j.asr.2019.01.041
Abstract: Abstract Pointing information is decisive to solving precise profile retrieval issues from occultation measurements. Research regarding stratospheric O3 hole in Antarctic and surface O3 pollution would significantly benefit from massive occultation measurements. A neural network… read more here.
Keywords: neural network; network aided; pointing information; occultation ... See more keywords
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3158588
Abstract: State estimation of dynamical systems in real-time is a fundamental task in signal processing. For systems that are well-represented by a fully known linear Gaussian state space (SS) model, the celebrated Kalman filter (KF) is… read more here.
Keywords: kalmannet neural; network aided; neural network; kalman filtering ... See more keywords