Apply Discrete Fourier Transform (DFT) to the sequence (x) given below: x ={1 2 8 9}.
Verify whether the original sequence can be determined without any loss of information after Inverse Fourier Transform.
Applying Discrete Fourier Transform (DFT) to Sequence x = {1, 2, 8, 9}
Discrete Fourier Transform (DFT) is a mathematical technique used in signal processing and image analysis to transform a signal or sequence from its time or spatial domain to its frequency domain. In the context of this question, we are given a sequence \(x = \{1, 2, 8, 9\}\) and asked to apply the DFT to this sequence.
The Discrete Fourier Transform of a sequence \(x\) of length \(N\) is given by the formula:
\[ X(k) = \sum_{n=0}^{N-1} x(n) \cdot e^{-j2\pi nk/N} \]
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