Title :
Information source model of A/D converters to characterize digital spectral analyzers based on averaged smoothed periodograms
Author :
Attivissimo, Filippo ; Giaquinto, Nicola ; Savino, Mario ; Trotta, Amerigo
Author_Institution :
Dept. of Electr. & Electron., Politech.. Bari, Italy
Abstract :
Highly accurate spectral estimates on noisy multitone signals can be performed by digital spectral analyzers, realized, today, through a dedicated hardware architecture or, otherwise, by means of object-oriented software-modules. The accuracy characterization of the PSD estimation algorithm has been made possible deriving the expression of the rms error which occurs after averaging estimates of overlapped periodograms, smoothed with flat-top windows. The global noise of the A/D conversion has been evaluated and accounted for through effective bits, which are suitable to give the accuracy of estimate. A proper modelling of the A/D conversion block, on the counterpart, leads to define the figure of merit or effective information, more suitable to characterize the A/D block in terms of information rate
Keywords :
analogue-digital conversion; digital instrumentation; parameter estimation; performance evaluation; spectral analysers; spectral analysis; A/D conversion; A/D converters; PSD estimation algorithm; averaged smoothed periodograms; averaging; dedicated hardware architecture; digital spectral analyzers; effective bits; figure of merit; flat-top windows; global noise; information rate; noisy multitone signals; object-oriented software-modules; overlapped periodogram; rms error; Aging; Frequency; Information analysis; Legged locomotion; Noise level; Quantization; Signal analysis; Smoothing methods; Spectral analysis;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1994. IMTC/94. Conference Proceedings. 10th Anniversary. Advanced Technologies in I & M., 1994 IEEE
Conference_Location :
Hamamatsu
Print_ISBN :
0-7803-1880-3
DOI :
10.1109/IMTC.1994.351997