Explore topic-wise MCQs in Digital Signal Processing.

This section includes 12 Mcqs, each offering curated multiple-choice questions to sharpen your Digital Signal Processing knowledge and support exam preparation. Choose a topic below to get started.

1.

HOW_MANY_COMPLEX_MULTIPLICATIONS_ARE_PERFORMED_IN_COMPUTING_THE_N-POINT_DFT_OF_A_SEQUENCE_USING_DIVIDE-AND-CONQUER_METHOD_IF_N=LM??$

A. N(L+M+2)
B. N(L+M-2)
C. N(L+M-1)
D. N(L+M+1)
Answer» E.
2.

Which is the correct order of the following steps to be done in one of the algorithm of divide and conquer method?$

A. Store the signal column wise
B. Compute the M-point DFT of each row
C. Multiply the resulting array by the phase factors WNlq.
D. Compute the L-point DFT of each column.
Answer» D. Compute the L-point DFT of each column.
3.

How many complex additions are performed in computing the N-point DFT of a sequence using divide-and-conquer method if N=LM?$

A. N(L+M+2)
B. N(L+M-2)
C. N(L+M-1)
D. N(L+M+1)
Answer» C. N(L+M-1)
4.

If we store the signal row wise and compute the L point DFT at each column, the resulting array must be multiplied by which of the following factors?

A. W<sub>N</sub><sup>lq</sup>
B. W<sub>N</sub><sup>pq</sup>
C. W<sub>N</sub><sup>lq</sup>
D. W<sub>N</sub><sup>pm</sup>
Answer» E.
5.

If we store the signal row wise then the result must be read column wise.

A. True
B. False
Answer» B. False
6.

If N=LM, then what is the value of WNmqL?

A. W<sub>M</sub><sup>mq</sup>
B. W<sub>L</sub><sup>mq</sup>
C. W<sub>N</sub><sup>mq</sup>
D. None of the mentioned
Answer» B. W<sub>L</sub><sup>mq</sup>
7.

If the arrangement is of the form in which the first row consists of the first M elements of x(n), the second row consists of the next M elements of x(n), and so on, then which of the following mapping represents the above arrangement?

A. n=l+mL
B. n=Ml+m
C. n=ML+l
D. none of the mentioned
Answer» C. n=ML+l
8.

Divide-and-conquer approach is based on the decomposition of an N-point DFT into successively smaller DFTs. This basic approach leads to FFT algorithms.

A. True
B. False
Answer» B. False
9.

The computation of XR(k) for a complex valued x(n) of N points requires:

A. 2N<sup>2</sup> evaluations of trigonometric functions
B. 4N<sup>2</sup> real multiplications
C. 4N(N-1) real additions
D. All of the mentioned
Answer» E.
10.

WNk+N/2=

A. W<sub>N</sub><sup>k</sup>
B. -W<sub>N</sub><sup>k</sup>
C. W<sub>N</sub><sup>-k</sup>
D. None of the mentioned
Answer» C. W<sub>N</sub><sup>-k</sup>
11.

Which of the following is true regarding the number of computations required to compute DFT at any one value of ‘k’?$

A. 4N-2 real multiplications and 4N real additions
B. 4N real multiplications and 4N-4 real additions
C. 4N-2 real multiplications and 4N+2 real additions
D. 4N real multiplications and 4N-2 real additions
Answer» E.
12.

Which of the following is true regarding the number of computations required to compute an N-point DFT?

A. N<sup>2</sup> complex multiplications and N(N-1) complex additions
B. N<sup>2</sup> complex additions and N(N-1) complex multiplications
C. N<sup>2</sup> complex multiplications and N(N+1) complex additions
D. N<sup>2</sup> complex additions and N(N+1) complex multiplications
Answer» B. N<sup>2</sup> complex additions and N(N-1) complex multiplications