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CE335-6-AU DIGITAL SIGNAL PROCESSING
创建日期：2024-08-30 17:19:01
标签： CE335
DIGITAL SIGNAL PROCESSING

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CE335-6-AU

DIGITAL SIGNAL PROCESSING

Question 1

(a)   Consider the following signal x(t) at fs  = 10, 000 samples/second.

x(t) = 3 cos(2π500t - π/5) + 6 cos(2π700t + π/5) + 4 cos(2π600t + 2π/7)

(i) How many samples would we have after 16 ms? [2%]

(ii) What is the sine and cosine representation of x[0] and x[1]? Compute the value for x[0]

(Hint: observe that it needs to be in sine and cosine). [6%]

(iii) What is the lowest frequency, highest frequency, and Nyquist rate of x(t)? [4%]

(b)  Consider the following system, T (x[n]) = ex[n], and step by step determine whether it [6%]

satisfies the following properties: causality, linearity, time invariance.

(c)   Consider a system with the following impulse response: [8%]

What is the input x(n) for 0 ≤ n ≤ 8 that will generate the following output sequence, y(n)? (Hint: y(n) = x(n)h(n))

(d)   In the Welch method for power spectral density (PSD) estimation, the segments’ overlapping length is M-D, where M is the length of each segment and D is the non-overlap length. If the signal length is N = 250, the number of segments is K = 6,and M = 150, what is the percentage of overlapping between the segments? What are the advantages and disadvantages of the Welch method? [6%]

Question 2

Consider the following four-point sequence x[n] and h[n] as follows:

(a)  What is the four-point DFT X[k] in terms of W? [5%]

(b)  What is the four-point DFT H[k] in terms of W? [5%]

(c)  Calculate y[n] = x[n]h[n] by doing the circular convolution directly and sketch the graphical representation of the output. [5%]

(d)  Calculate y[n] of part(c) by multiplying the DFT outputs of x[n] and h[n] in terms of W and [7%] performing an inverse DFT.

(e)  Find the transfer function of the system given in Figure 1 and calculate the magnitude and [10%]

phase response of it. The values for the variables are as follows: b1  = 0.5, a1  = 0.5.

Question 3

The transfer function H(z) of an IIR filter is given by:

(a)  Derive the relationship between the input x(n) and the output y(n) of the filter. [4%]

(b) Find the zeroes and the poles of the filter and sketch the poles and zeroes. [Hint: az2 + bz + c = (z − z1)(z − z2), [8%]

(c)  Rewrite the transfer function so that it is a cascade of an all-pass filter with transfer function [10%]

Hap (z) and another filter with transfer function H1 (z)., i.e. H(z) = Hap (z)H1 (z). Show your calculations step by step and sketch the zeros-poles diagram of the all-pass filter.

(d)  Draw the cannonical implementaiton of the original filter. How many delay units are required? [6%]

(e)  What is the group delay for 0 < w < π for each of the following sequences:

(i) [4%]


(ii) [4%]

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MATH 239 QF5203 INFR08010 IT114105 FIT2093 ECON3124 ECON1195 MATH 337 STAT 3006 COMP202 COMP3130 MATH3609 COMP 250 CS6140 IEEE ELE00041I FIN40090 CIV 5899 MATH3066 IGNMENT MATH 2009 STAT3405 HIST 101 MATH 3281 CEGE0042 ICT532 LAB 7 LAB 5 MCO455 CSIT214 Q4 IFB104 A1 ECO220Y5Y DA5020 CMPSC473 FIN9007 DSCI553 MSCI534 COMP3308 CSE-112 CMPT 310 EE104 F 2C P20 ALY2010 BUSM060 STA258 ECO00030M R BIOSTAT 274 COS6012-B FIT3155 CMPUT 340 EC421 INFS4205 ECOM135 NATS 1740 COMP809 MBE 6005 STA465 CSSE2310 CIVL2700 DATA4700 CMPSC 473 ISE 529 CS5044 MAST30020 COMP2207 ENGG1001 COMP0046 FIT3165 STAT GR5241 MECH0007 vATHK1001 ANALYTIC ATHK1001 MATH352001 HW3 S1 BMAN 24662 COMP 636 Stat-461 STAT 302 STAT 2132 STAR534 ENG4137 CMP3752M CS3103 BISM3222 STA 135 ME155A IIMT3601 ECON3371 ECON 3371 HW4 FINA 5840 DT211C CTEC3902 MAT005 MATH2148 S261F Econ 332 MATH3734 MIS41270 7CCMFM13 SYST 664 CIS434 CENG10014 MT4111 MT4527 ECMM424 CMT219 Math 136 MATH 3120 COMP10002 MAST20009 MATH0058 BEEM117 ISYE 6420 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