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Tài liệu Advanced DSP and Noise reduction P1 pdf

Tài liệu Advanced DSP and Noise reduction P1 pdf

Điện - Điện tử

... frequency bands: band 1 is low-pass and covers 0 Hz to 80 Hz; band 2 is band-pass and covers 80 Hz to 3 kHz; band 3 is high-pass and covers above 3 kHz; and band 4 is also high-pass and covers ... each band if the signal level falls 45 dB below the maximum recording level. The Dolby B and Dolby C systems are designed for consumer audio systems, and use two bands instead of the four bands ... terms and in terms of probability functions. Bayesian inference theory provides a generalised framework for statistical processing of random signals, and for formulating and solving estimation and...
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Tài liệu Advanced DSP and Noise reduction P3 pdf

Tài liệu Advanced DSP and Noise reduction P3 pdf

Điện - Điện tử

... Autocorrelation and power spectrum of impulsive noise. Impulsive noise is a random, binary-state (“on/off”) sequence of impulses of random amplitudes and random time of occurrence. In Chapter 12, a random ... Signal and System Analysis Holt. Rinehart and Winston, New York. DAVENPORT W.B. and ROOT W.L. (1958) Introduction to Random Signals and Noise. McGraw-Hill, New York. DAVENPORT W.B. and ... Coherence and Time Delay Estimation. Proc. IEEE, 75, 2, pp. 236–55. CLARK A.B. and DISNEY R.L. (1985) Probability and Random Processes, 2nd Ed. Wiley, New York. COOPER G.R. and McGILLEM...
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Tài liệu Advanced DSP and Noise reduction P6 pdf

Tài liệu Advanced DSP and Noise reduction P6 pdf

Điện - Điện tử

... y1(m) and y2(m) are the noisy observations from channels 1 and 2, n1(m) and n2(m) are uncorrelated noise in each channel, D is the time delay of arrival of the two signals, and ... the noise-free signal and the noise respectively, and rxy is the cross-correlation vector of the noisy signal and the noise-free signal. Substitution of Equations (6.46) and (6.47) in the Wiener ... where PXX(f) and PNN(f) are the signal and noise power spectra. Dividing the numerator and the denominator of Equation (6.50) by the noise power spectra PNN(f) and substituting...
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Tài liệu Advanced DSP and Noise reduction P9 pdf

Tài liệu Advanced DSP and Noise reduction P9 pdf

Điện - Điện tử

... cases of a sine wave and a purely random signal. For a periodic signal, the power is concentrated in extremely narrow bands of frequencies, indicating the existence of structure and the predictable ... function, and reveals information on the correlation structure of the signal. The strength of the Fourier transform in signal analysis and pattern recognition is its ability to reveal spectral structures ... frequencies, such as the bass, without affecting other frequencies, and in sub-band coding different frequency bands are coded independently and allocated different numbers of bits. (ii) Sinusoidal...
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Tài liệu Advanced DSP and Noise reduction P11 pdf

Tài liệu Advanced DSP and Noise reduction P11 pdf

Điện - Điện tử

... case where the spectrum of a signal is divided into two parts; a low-frequency band fl and a high-frequency band fh. Each point in Figure 11.4 is a plot of the high-frequency spectrum versus ... space. The effect of the random noise, shown in Figure 11.4(b), is an increase in the mean and the variance of the spectrum, by an amount that depends on the mean and the variance of the magnitude ... t is the segment index and denotes the time dimension. The signal Y(f,t) can be considered as a band-pass channel f that contains a time-varying signal X(f,t) plus a random noise component N(f,t)....
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Tài liệu Advanced DSP and Noise reduction P12 pdf

Tài liệu Advanced DSP and Noise reduction P12 pdf

Điện - Điện tử

... features of the noise and the signal in the time and/ or frequency domains, (b) the statistics of the signal and the noise processes, and (c) a model of the physiology of the signal and noise generation. ... amplitude-modulated binary-state sequence, and expressed as )()()( mbmnmni= (12.6) where b(m) is a binary-state random sequence of ones and zeros, and n(m) is a random noise process. Assuming ... short duration pulses of a random amplitude, duration, and time of occurrence, and may be modelled as the output of a filter excited by an amplitude-modulated random binary sequence as ∑−=−−=10)()()(Pkkikmbkmnhmn...
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Tài liệu Advanced DSP and Noise reduction P14 pdf

Tài liệu Advanced DSP and Noise reduction P14 pdf

Điện - Điện tử

... convergence. The sub-band-based system is shown in Figure 14.11. The sub-band analyser splits the input signal into N sub-bands. Assuming that the sub-bands have equal bandwidth, each sub-band occupies ... in teleconference and hearing aid systems, are undesirable and annoying and can be disruptive. In this chapter we study some methods for removing line echo from telephone and data telecommunication ... length and the sampling rate. As for each sub-band, the number of samples per second and the filter length decrease with 1/R, it follows that the computational complexity of each sub-band filter...
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