A step towards Kernel Kalman filter

For an arbitrary continous nonlinearity in both state space and observation models, we came up with a analytical approximation for the extended recursive least squares filter using kernel method and some linear algebra. Now I need to fill the details and implement this. I wonder if this is the Kalman filter...cause the model and solution looks the same.

This posting is a test from my blackberry.