Method of determining the derivative of an input signal
View Patent ↗The derivative of a noise-containing input signal is determined by using an aliased derivative to periodically reset a filtered version of a normally determined derivative. The aliased derivative is calculated using a slower update or sampling rate than the normally determined derivative, and the filtered version of the normally determined derivative is reset to a reset value at each update of the aliased derivative. The reset value is based on a weighted sum of the aliased derivative and the filter output. The periodically reset filter output closely follows an idealized derivative of the input signal, substantially eliminating the phase delay introduced by conventional filtering.
1. A method of determining a phase-corrected derivative of a noise-containing input signal, comprising the step of:
periodically sampling the input signal to form a data stream of successive input signal values;
determining a normal derivative of the input signal based on a rate of change with respect to time between successive input signal values separated by a time interval Δt, and updating said normal derivative at the time interval of Δt to form a first data stream of normal derivative values;
determining an aliased derivative of the input signal based on a rate of change with respect to time between successive input signal values separated by an increased interval of an integer R times the time interval Δt, and updating said aliased derivative at the increased interval to form a second data stream of aliased derivative values;
low-pass filtering said first data stream of normal derivative values to form a derivative output; and
periodically resetting said derivative output to a reset value based in part on said second data stream of aliased derivative values, wherein the resetting removes a phase delay in the first data stream introduced by the low-pass filtering to create the phase-corrected derivative.
2. The method of claim 1 , including the step of:
resetting said derivative output to said reset value at each update of said aliased derivative.
3. The method of claim 1 , including the step of:
determining a weighted sum of said aliased derivative and said derivative output to form said reset value.
4. The method of claim 1 , including the step of:
at each update of said aliased derivative:
determining a weighted sum of said aliased derivative and said derivative output; and
resetting said derivative output to said weighted sum.