Ultrasonic time-of-flight estimation through unscented Kalman filter

@article{Angrisani2006UltrasonicTE,
  title={Ultrasonic time-of-flight estimation through unscented Kalman filter},
  author={Leopoldo Angrisani and Aldo Baccigalupi and Rosario Schiano Lo Moriello},
  journal={IEEE Transactions on Instrumentation and Measurement},
  year={2006},
  volume={55},
  pages={1077-1084}
}
This paper deals with distance or level measurements based on ultrasonic time-of-fight estimation. Moving from a past experience concerning the proposal of a method based on discrete extended Kalman filter (DEKF) to overcome some limitations of already available ultrasonic-based techniques, a new digital signal processing method capable of granting further improvements is presented. The method is based on the unscented Kalman filter (UKF), which is a new extension of the Kalman filter theory… CONTINUE READING
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