For a real-valued even signal in time domain, consider the following statements:1.The signal satisfies the condition x(t) = x(−t) for all time.2.Its Fourier Transform is purely real-valued without any imaginary component.3.The odd component of such a signal is identically zero.4.The imaginary part of its Fourier Transform is an even function.Which of the above statements is/are correct?
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A real even time-domain signal has a real even Fourier transform and zero odd component. Fourier series represents periodic signals as harmonically related sinusoids or equivalent complex exponentials; non-periodic signals are handled by Fourier transform rather than ordinary Fourier series. Key relation: Real even x(t) ⇒ X(ω) real and even.
Exam focus: Symmetry can eliminate sine/imaginary terms immediately. Common trap: Fourier series is fundamentally for periodic signals.
ફોર્મ્યુલા / મુખ્ય સંબંધ
Real even x(t) ⇒ X(ω) real and even.
વિગતવાર સમજણ
Correct Answer: A - 1, 2 and 3 onlyQuick Concept ExplanationA real even time-domain signal has a real even Fourier transform and zero odd component. Fourier series represents periodic signals as harmonically related sinusoids or equivalent complex exponentials; non-periodic signals are handled by Fourier transform rather than ordinary Fourier series. Key relation: Real even x(t) ⇒ X(ω) real and even.Exam focus: Symmetry can eliminate sine/imaginary terms immediately. Common trap: Fourier series is fundamentally for periodic signals.Statement-wise VerificationStatement 1 - Correct.The signal satisfies the condition x(t) = x(−t) for all time.A real even time-domain signal has a real even Fourier transform…
Correct Answer: A - 1, 2 and 3 only
Quick Concept Explanation
A real even time-domain signal has a real even Fourier transform and zero odd component. Fourier series represents periodic signals as harmonically related sinusoids or equivalent complex exponentials; non-periodic signals are handled by Fourier transform rather than ordinary Fourier series. Key relation: Real even x(t) ⇒ X(ω) real and even.
Exam focus: Symmetry can eliminate sine/imaginary terms immediately. Common trap: Fourier series is fundamentally for periodic signals.
Statement-wise Verification
Statement 1 - Correct. The signal satisfies the condition x(t) = x(−t) for all time. A real even time-domain signal has a real even Fourier transform and zero odd component.
Statement 2 - Correct. Its Fourier Transform is purely real-valued without any imaginary component. A real even time-domain signal has a real even Fourier transform and zero odd component.
Statement 3 - Correct. The odd component of such a signal is identically zero. A real even time-domain signal has a real even Fourier transform and zero odd component.
Statement 4 - Incorrect. The imaginary part of its Fourier Transform is an even function. For a real even signal the Fourier transform is purely real, so its imaginary part is identically zero
Core Concept
Fourier methods decompose signals into frequency components. A real even time-domain signal has a real even Fourier transform and zero odd component. Fourier series represents periodic signals as harmonically related sinusoids or equivalent complex exponentials; non-periodic signals are handled by Fourier transform rather than ordinary Fourier series.
Formula / Key Relationship
Real even x(t) ⇒ X(ω) real and even.
Why the Other Options Are Wrong
Option B is incorrect because it includes incorrect statement(s) 4 and omits correct statement(s) 1, 3. Option C is incorrect because it includes incorrect statement(s) 4 and omits correct statement(s) 2, 3. Option D is incorrect because it includes incorrect statement(s) 4.
Exam Shortcut / Approach
Symmetry can eliminate sine/imaginary terms immediately.
Common Mistake
Fourier series is fundamentally for periodic signals.
Quick Revision
Fourier Transform of Real Even Signalsis linked with Signal Symmetry, Fourier Transform and Signals and Systems. Symmetry can eliminate sine/imaginary terms immediately.
ઝડપી ટ્રિક
Symmetry can eliminate sine/imaginary terms immediately.
બીજા વિકલ્પો ખોટા કેમ છે
Option B is incorrect because it includes incorrect statement(s) 4 and omits correct statement(s) 1, 3. Option C is incorrect because it includes incorrect statement(s) 4 and omits correct statement(s) 2, 3. Option D is incorrect because it includes incorrect statement(s) 4.
સામાન્ય ભૂલ
Fourier series is fundamentally for periodic signals.
પરીક્ષા ટિપ
Symmetry can eliminate sine/imaginary terms immediately.
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