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n this detailed EC Academy tutorial, we tackle the numerical computation of an 8-point Discrete Fourier Transform (DFT) using the Matrix Method, also known as the Linear Transformation method. This powerful technique is a cornerstone of Digital Signal Processing (DSP) for students and professionals. We walk you through the entire problem-solving process, including: Setting up the DFT matrix equation, X = W * x, for an N=8 point sequence. Determining and simplifying the values of the Twiddle Factor, W_8. Constructing the 8x8 DFT matrix. Executing the matrix multiplication step-by-step to arrive at the final frequency-domain sequence, X(k). Master this method to confidently solve higher-order DFT problems! Topics Covered with Timestamps: 0:00 Introduction and Problem Statement (8-point DFT) 0:20 Recalling the DFT Matrix Equation (X = W * x) 0:55 Defining the Twiddle Factor W_8 1:30 Setting up the 8x8 DFT Matrix (General Form) 2:45 Calculating the Twiddle Factor Values (W_8^k) 4:10 Substituting Simplified Twiddle Factors into the DFT Matrix 5:30 The Matrix Multiplication Setup 6:00 Step-by-step Calculation for X(0) 7:00 Continuing Calculations for Other X(k) elements 7:55 Final Result of the 8-point DFT Sequence #DFTProblem #8PointDFT #DFTMatrix #DiscreteFourierTransform #DSP #DigitalSignalProcessing #ECacademy #Engineering #LinearTransformation #TwiddleFactor Follow EC Academy on Facebook: / ahecacademy Twitter: / asif43hassan Wattsapp: https://wa.me/919113648762 YouTube: / ecacademy #Subscribe, Like and Share 👉 / ecacademy #Playlist 👇 #BasicElectronics 👉 • Basic Electronics | Complete Foundation Co... #DigitalElectronics 👉 • Плейлист #FlipFlops 👉 • Плейлист #Opamp 👉 • Плейлист #ContolSystems 👉 • Control Systems Tutorial Series | GATE & U... #SignalsAndSyatems 👉 • Signals & Systems | Complete Lecture Serie... #DigitalCommunication 👉 • Digital Communication