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Open Research

In this section we provide interactive demonstrations and source code from our research.

"Open science means tackling research problems collaboratively by sharing research tools, data, materials and code as they arise and by building on the shared work." Wikipedia

Split Kernel Adaptive Filter

Matlab code for "A Split Kernel Adaptive Filtering Architecture for Nonlinear Acoustic Echo Cancellation".

Feasibility Test for Linear Interference Alignment

Online feasibility test (and source code) for linear interference alignment in MIMO interference channels.

GTAS MIMO testbed

Open access MIMO testbed for wireless communications research.

Gaussian-Process Based Estimation of the Kernel Parameters in Kernel Adaptive Filtering

Matlab source code to estimate the optimal hyperparameters for Kernel Recursive Least Squares and other kernel adaptive filters.

Kernel Recursive Least-Squares Tracker algorithm

Matlab code for performing time-varying regression with the Kernel Recursive Least-Squares Tracker algorithm

Overlapping Mixtures of Gaussian Processes code

Matlab code for data association using the Overlapping Mixtures of Gaussian Processes algorithm.