A Kalman filter is designed to minimize errors in a linear system. However, it can be applied to non-linear systems by assuming that small changes in the system are linear. The estimated system state is (hopefully) close to the actual state, so this may be a reasonable assumption.
The matrix of Jacobian derivatives is simply a way of taking the non-linear system and making it linear, by off-setting the state to the current estimate and using the the derivatives of the predict and update functions. The earlier assumption is that the derivatives are constant for small errors in the state, so then the Kalman filter can be used. Note that the Jacobian has to be reevaluated at each filter point.
This method is called the Extended Kalman filter. It is useful if the functions are easily differentiable and not overly non-linear.
i dont even know what that is
you are my matrix.
The laser beam is produced from the emitter matrix.
I saw the movie, "The Matrix" last night.
Matrix is a place of origin that gives life or birth to something.
no
You have to hack into the Matrix. In simple terms, you use WiFi to trick the Matrix into thinking you are just a regular person still hooked in.
Nothing, but a two dimensional array can be used to represent a matrix.
Yes, the appropriate volume developer must be mixed with any Matrix color.
The 2006 Toyota Matrix runs on regular unleaded.
The 2013 Toyota Matrix runs on regular unleaded.
The 2011 Toyota Matrix runs on regular unleaded.