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updated 3 months ago

Message Passing Algorithm for Decoding Binary LDPC Codes by Alan ZHOU

An MATLAB class that implements message passing decoding for binary LDPC codes. (binary codes, decoding, iterative decoding)

GenerateSystematicCode(HOrig)

mpdec(H, rxLLR, nIterationMax)

mpdecoder

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updated almost 2 years ago

Hierarchical Kalman Filter for clinical time series prediction by Shuang Wang

It is an implementation of hierarchical (a.k.a. multi-scale) Kalman filter using belief propagation. (belief propagation, bp, message passing)

EMConvergence(msg, varNode, ts_data, numLevels)

EMForMultiScaleKalmanFilter(msg, varNode, belief, ts_data...

GaussianDivision(G1, G2)

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updated almost 2 years ago

Implementations of Kalman Filter using both message passing algorithm and standard matrix operations by Shuang Wang

This is a demo of using message passing algorithm (belief propagation) to implement Kalman Filter. (kalman filter, belief propagation, message passing)

GaussianMultiply(G1, G2)

eyeInf(len)

initializeMessage(T, mu_0, V_0, d_x, y, B, V_W)

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