Title :
Experimental Comparison of State-of-the-Art Methods for Digital Optimum Filter Synthesis With Arbitrary Constraints and Noise
Author :
Riboldi, Stefano ; Abbiati, Roberto ; Geraci, Angelo ; Gatti, Emilio
Author_Institution :
Dept. of Phys., Milan Univ., Milano, Italy
Abstract :
We present the experimental application and comparison of two methods for the synthesis of digital filters, which represent the state-of-the-art of optimum digital processing of shaped signals with arbitrary constraints in time and frequency domain, and any kind of stationary noise power spectral density. The methods are implemented in experimental measurement setups, and optimum filters are synthesized with regard to assigned constraints (e.g., finite duration, flat top, peaking time, zero area, etc.) and by taking into account the real environmental noise or disturbance present in the system, identified from datasets of simple signal experimental acquisitions. Implementation issues are detailed and basic design rules for digital signal processors based on these techniques are derived.
Keywords :
digital filters; germanium radiation detectors; nuclear electronics; reviews; signal processing; HPGe detectors; digital optimum filter synthesis; energy resolution; environmental noise; high-resolution spectroscopy; optimum digital signal processing; optimum digital spectroscopy; state-of-the-art; Area measurement; Digital filters; Frequency domain analysis; Noise measurement; Noise shaping; Signal design; Signal processing; Signal synthesis; Time factors; Working environment noise; DSP; HPGe detectors; LMS data analysis; energy resolution; high-resolution spectroscopy; optimum digital spectroscopy;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2005.852649