Electrical Engineering (EE) Exam  >  Electrical Engineering (EE) Questions  >  If x(n) is a stable sequence so that X(z) con... Start Learning for Free
If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:
  • a)
    X(ln X(z))
  • b)
    ln X(z)
  • c)
    X-1(ln X(z))
  • d)
    None of the mentioned
Correct answer is option 'C'. Can you explain this answer?
Verified Answer
If x(n) is a stable sequence so that X(z) converges on to a unit circl...
Explanation: Let us consider a sequence x(n) having a z-transform X(z). We assume that x(n) is a stable sequence so that X(z) converges on to the unit circle. The complex cepstrum of the signal x(n) is defined as the sequence cx(n), which is the inverse z-transform of Cx(z), where Cx(z)=ln X(z)
=> cx(z)= X-1(ln X(z))
View all questions of this test
Most Upvoted Answer
If x(n) is a stable sequence so that X(z) converges on to a unit circl...
Complex Cepstrum Signal
The complex cepstrum is a mathematical tool used in signal processing and analysis. It is defined as the inverse Fourier transform of the logarithm of the magnitude of the Fourier transform of a signal.

Stable Sequence and Convergence
A stable sequence in signal processing refers to a sequence that does not grow infinitely as time progresses. In other words, a stable sequence has bounded values.

When we consider the z-transform of a stable sequence, denoted as X(z), it converges onto the unit circle in the complex plane. This means that the values of X(z) lie on the unit circle, which is a circle with a radius of 1 centered at the origin.

Complex Cepstrum Signal Definition
The complex cepstrum signal, denoted as C(z), is defined as the inverse z-transform of the logarithm of X(z).

Explanation
The correct answer is option 'C', which states that the complex cepstrum signal is X-1(ln X(z)). Let's break down the expression to understand it better.

1. X(z): This represents the z-transform of the stable sequence x(n).

2. ln X(z): Taking the natural logarithm of X(z) means finding the complex logarithm of each value of X(z). This operation is performed element-wise for each value on the unit circle.

3. X-1(ln X(z)): The inverse z-transform, denoted as X-1, is then applied to the logarithm of X(z). This means finding the sequence x(n) whose z-transform is ln X(z).

This process of taking the inverse z-transform of the logarithm of the z-transform is known as the complex cepstrum.

The complex cepstrum has various applications in signal processing, such as analyzing the properties of speech signals, identifying resonances in audio signals, and detecting periodicities in time series data.

Conclusion
In summary, the complex cepstrum signal is defined as the inverse z-transform of the logarithm of the z-transform of a stable sequence. It is a powerful tool in signal processing for analyzing and extracting features from signals.
Explore Courses for Electrical Engineering (EE) exam

Top Courses for Electrical Engineering (EE)

If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer?
Question Description
If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? for Electrical Engineering (EE) 2024 is part of Electrical Engineering (EE) preparation. The Question and answers have been prepared according to the Electrical Engineering (EE) exam syllabus. Information about If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? covers all topics & solutions for Electrical Engineering (EE) 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer?.
Solutions for If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? in English & in Hindi are available as part of our courses for Electrical Engineering (EE). Download more important topics, notes, lectures and mock test series for Electrical Engineering (EE) Exam by signing up for free.
Here you can find the meaning of If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer?, a detailed solution for If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? has been provided alongside types of If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? theory, EduRev gives you an ample number of questions to practice If x(n) is a stable sequence so that X(z) converges on to a unit circle, then the complex cepstrum signal is defined as:a)X(ln X(z))b)ln X(z)c)X-1(ln X(z))d)None of the mentionedCorrect answer is option 'C'. Can you explain this answer? tests, examples and also practice Electrical Engineering (EE) tests.
Explore Courses for Electrical Engineering (EE) exam

Top Courses for Electrical Engineering (EE)

Explore Courses
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev