Title :
A Weighted Least Mean Squares Linear Algorithm for Energy and Occurrence Time Measurement of Pulse
Author :
Abbiati, Roberto ; Geraci, Angelo ; Ripamonti, Giancarlo
Author_Institution :
Politecnico di Milano, Milan
fDate :
6/1/2007 12:00:00 AM
Abstract :
The availability of high performance configurable digital processors offers the possibility of real-time implementation of digital least-mean-square analysis methods in nuclear spectroscopy. A particularly simple, efficient and highly precise technique for reducing the mathematical complexity of least-mean-square algorithms used in deriving energy and arrival time of detected events is presented. The method has been theoretically developed and validated through comparison with state-of-the-art digital signal processing techniques.
Keywords :
energy measurement; least mean squares methods; nuclear spectroscopic factors; time measurement; digital signal processing; energy measurement; least mean squares linear algorithm; occurrence time measurement; pulse nuclear spectroscopy.; Amplitude estimation; Availability; Covariance matrix; Digital filters; Energy measurement; Event detection; Least squares approximation; Pulse measurements; Signal processing algorithms; Time measurement; Digital measurements; energy measurement; least mean squares algorithm; time measurement;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2007.894813