Computation-Aware Kalman Filtering and RTS Smoothing
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Updated
May 24, 2024 - Julia
Computation-Aware Kalman Filtering and RTS Smoothing
Kalman Filter
Condensed Kalman filter (KF) implementation methods in a priori form
Various Kalman filter (KF) implementation methods in a posteriori form
Data Assimilation with Python: a Package for Experimental Research
Tutorials on data assimilation (DA) and the EnKF
A software package designed for estimating historical ship tracks utilising either Kalman filters or Gaussian processes.
Repository for the proposed DANSE method (under review at EUSIPCO'23), forked from Ghosh repo
Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"
Kalman filters - linear and nonlinear (unscented, cubature, square root and hybride versions)
Unsupervised Kalman Gain Estimation forked from KalmanNet repo (EUSIPCO 2022)
Kalman Filter Algorithm for apogee detection
Vertical speed indicator for Android devices (including wearables) with barometric sensor.
Underwater Object Tracking using SONAR and Unscented Kalman Filter is a simulation aimed at modeling an underwater object tracking scenario using SONAR and the Unscented Kalman Filter (UKF). The project utilizes the Phased Array Toolbox in MATLAB to implement the SONAR equations in real-time.
Human Pose Estimation in Real-World Metric Coordinates
Variational Filtering via Wasserstein Gradient Flow
C++ implementation of the Quaternion Multiplicative Extended Kalman Filter (Q-MEKF).
Real-time Optical Flow-aided 6D Object Pose and Velocity Tracking
Robocentric Visual-Inertial Odometry
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