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An alternative scheme for approximating a periodic functionijscmcj
Ā
Fourier series is generally used in applied mathematics and non-linear mechanics to solve the problems containing periodic functions. The aim of this paper is to present a new scheme through involving the Taylorās series after some process modification for all such problems. It will save the long evaluation process involve in computing the different constants of Fourier series. The result obtained by the present
method has been compared with the result from the Fourier series expansion w.r.t. the exact solution and
found to be more satisfactory.
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1. For any Assignment related queries, Call us at : - +1 678 648 4277
You can mail us at : - info@matlabassignmentexperts.com or
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2. P.1 Consider a discrete-time system with impulse response
h[n] = (I)"U[n]
Determine the response to each of the following inputs:
Problems
P.2 Consider the following two periodic sequences:
(a) Determine the period of xi[n] and of x2[n].
(b) Determine the sequence of Fourier series coefficients alk for xi[n] and a 2k for
X2[N].
(c) In each case, the sequence of Fourier series coefficients is periodic. Determine the
period of the sequence ai, and the sequence a2k.
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3. P.3 Determine the Fourier series coefficients for the three periodic sequences shown in
Figures P10.3-1 to P10.3-3. Since these three sequences all have the same nonzero
values over one period, we suggest that you first determine an expression for the
envelope of the Fourier series coefficients and then sample this envelope at the
appropriate spacings in each case.
(a)
(b)
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4. (c)
P.4 (a) Determine and sketch the discrete-time Fourier transform of the sequence Figure
P10.4-1.
(b) Using your result in part (a), determine the discrete-time Fourier series of the two
periodic sequences in Figure P10.4-2.
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5. P.5 Consider the signal x[n] depicted in Figure P10.5. This signal is periodic with period
N = 4. The signal x[n] can be expressed in terms of a discrete-time Fourier series:
As mentioned in the text, one way to determine the Fourier series coefficients is to
treat eq. (P10.5-1) as a set of four linear equations [eq. (P10.5-1) for n = 0, 1, 2, 3] in
the four unknowns (aO, ai, a 2, and a3).
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6. (a) Explicitly write out the four equations and solve them directly using any standard
technique for solving four equations in four unknowns. (Be sure to first reduce the
complex exponentials to the simplest form.)
(b) Check your answer by calculating the coefficients ak directly, using the Fourier series
analysis equation
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7. P.6 Figure P10.6 shows a real periodic signal x[n]. Using the properties of the Fourier
series and without explicitly evaluating the Fourier series coefficients, determine
whether the following are true for the Fourier series coefficients ak.
P.7 In parts (a)-(d) we specify the Fourier series coefficients of a signal that is periodic
with period 8. Determine the signal x[n] in each case.
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9. P.8 (a) Consider a linear, time-invariant system with impulse response
h[n] = (1)I"I
Find the Fourier series representation of the output 9[n] for each of the following
inputs.
(b) Repeat part (a) for
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10. P.9 Let I[n] be a periodic sequence with period N and Fourier series representation
The Fourier series coefficients for each of the following signals can be expressed in
terms of the coefficients ak in eq. (P10.9-1). Derive these expressions.
P.10 Consider two specific periodic sequences t[n] and 9[n]. X[n] has period N and 9[n]
has period M. The sequence '[n] is defined as W[n] = I[n] + 9[n].
(a) Show that 7b[n] is periodic with period MN.
(b) Since I[n] has period N, its discrete Fourier series coefficients ak also have period N.
Similarly, since 9[n] has period M, its discrete Fourier series coefficients bk also have
period M. The discrete Fourier series coefficients of qb[n], Ck, have period MN.
Determine Ck in terms of a and bk.
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11. P.11 Determine the Fourier series coefficients for each of the following periodic
discrete-time signals. Plot the magnitude and phase of each set of coefficients a.
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12. Solutions
S.1 The output of a discrete-time linear, time-invariant system is given by
where h[n] is the impulse response and x[n] is the input. By substitution, we have
the following.
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15. S.3 The Fourier series coefficients can be expressed as the samples of the envelope
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16. S.4 (a) The discrete-time Fourier transform of the given sequence is
X(Q) is sketched in Figure S10.4.
(b) The first sequence can be thought of as
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17. The second sequence is given by
Similarly, the Fourier series of this sequence is given by
This result can also be obtained by using the fact that the Fourier series coefficients
are proportional to equally spaced samples of the discrete-time Fourier transform
of one period (see Section 5.4.1 of the text, page 314).
S.5 (a) The given relation
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18. results in the following set of equations
The preceding set of linear equations can be reduced to the form
Solving the resulting equations, we get
By the discrete-time Fourier series analysis equation, we obtain
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19. S.6 (a) ak = ak+10 for all k is true since t[n] is periodic with period 10.
(b) ak = a_, for all k is false since I[n] is not even.
(c) akeik(21/) is real. This statement is true because it would correspond to the
Fourier series of t[n + 2], which is a purely real and even sequence.
(d) ao = 0 is true since the sum of the values of I[n] over one period is zero.
S.7 The Fourier series coefficients of x[n], which is periodic with period N, are given by
Hence, by comparing eqs. (S10.7-1) and (S10.7-2) we can immediately write
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21. S.8 The impulse response of the LTI system is
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22. All other coefficients a, are zero. By the convolution property, the Fourier series
representation of y[n] is given by bk, where
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27. S.11
All other coefficients ak are zero, in the range 0 : k -7. The magnitude and phase of ak
are plotted in Figure S10.11-1.
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