Model based detection and compensation of glitches in color measurement systems
View Patent ↗A color sensor monitors the output of a color producing process and produces a signal representative of a color produced by the color producing process. The signal can be used as feedback signal to control the process. Occasionally, the color sensor signal includes a component representing a transient error. A system model of the color producing process is used to predict reasonable sensor signals. A comparison of the sensor signal with the predicted sensor signals is used to determine if the sensor signal is reasonable. If the sensor signal is unreasonable, a substitute signal is used as the feedback signal to the control process. The substitute signal can be a predicted sensor signal or a signal based on historical system performance data.
1. A method of processing transient errors produced in a color measurement system monitoring a color producing process, the method comprising:
implementing a model of the color producing process;
monitoring an input to the color producing process;
predicting an expected color signal based on the model and the monitored input;
measuring an output color produced by the color producing process to produce a measured color signal;
comparing the measured color signal to the expected color signal to produce a color error value, and;
selectively replacing the measured color signal based on the color error value.
2. The method of processing transient errors of claim 1 wherein selectively replacing the measured color signal comprises:
replacing the measured color signal with a predicted color signal based on the expected color signal.
3. The method of processing transient errors of claim 1 further comprising:
storing a measured color value representative of the measured color signal in association with the monitored input.
4. The method of processing transient errors of claim 1 wherein selectively replacing the measured color signal comprises:
replacing the measured color signal with an historical color signal based on an historical value related to the monitored input.
5. The method of processing transient errors of claim 1 wherein implementing a model of the color production process comprises:
selecting at least one of a refined parameterized Neugebauer model, a multidimensional numerical model and an on-line statistical parameterized model representative of the color producing process.