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Quantization noise : roundoff error in digital computation, signal processing, control, and communications /

Authoritative analysis of quantization (roundoff error), ideal for those working in digital signal processing, control or numerical analysis.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Widrow, Bernard, 1929-
Otros Autores: Kollar, István
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge ; New York : Cambridge University Press, 2008.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Widrow, Bernard,  |d 1929- 
245 1 0 |a Quantization noise :  |b roundoff error in digital computation, signal processing, control, and communications /  |c Bernard Widrow and István Kollár. 
260 |a Cambridge ;  |a New York :  |b Cambridge University Press,  |c 2008. 
300 |a 1 online resource (xxviii, 751 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
505 0 |a Introduction -- Sampling theory -- Probability density functions, characteristic functions, moments -- Statistical analysis of the quantizer output -- Statistical analysis of the quantization noise -- Crosscorrelations between quantization noise, quantizer input, and quantizer output -- General statistical relations among the quantization noise, the quantizer input, and the quantizer output -- Quantization of two or more variables: statistical analysis of the quantizer output -- Quantization of two or more variables: statistical analysis of quantization noise -- Quantization of two or more variables: general statistical relations between the quantization noises, and the quantizer inputs and outputs -- Calculation of the moments and correlation functions of quantized Gaussian variables -- Basics of floating-point quantization -- More on floating-point quantization -- Cascades of fixed-point and floating-point quantizers -- Roundoff noise in FIR digital filters and in FFT calculations -- Roundoff noise in IIR digital filters -- Roundoff noise in digital feedback control systems -- Roundoff errors in nonlinear dynamic systems -- a chaotic example -- Dither -- Spectrum of quantization noise and conditions of whiteness -- Coefficient quantization -- Appendixes: A. Perfectly bandlimited characteristic functions -- B. General expressions of the moments of the quantizer output, and of the errors of Sheppard's corrections -- C. Derivatives of the sinc function -- D. Proofs of quantizing theorems III and IV -- E. Limits of applicability of the theory -- caveat reader -- F. Some properties of the Gaussian PDF and CF -- G. Quantization of a sinusoidal input -- H. Application of the methods of appendix G to distributions other than sinusoidal -- I.A few properties of selected distributions -- J. Digital dither -- K. Roundoff noise in scientific computations -- L. Simulating arbitrary-precision fixed-point and floating-point roundoff in matlab -- M. The first paper on sampling-related quantization theory. 
520 |a Authoritative analysis of quantization (roundoff error), ideal for those working in digital signal processing, control or numerical analysis. 
588 0 |a Print version record. 
546 |a English. 
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650 0 |a Roundoff errors. 
650 6 |a Erreurs d'arrondi. 
650 7 |a MATHEMATICS  |x Numerical Analysis.  |2 bisacsh 
650 7 |a Roundoff errors.  |2 fast  |0 (OCoLC)fst01100730 
700 1 |a Kollar, István. 
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