Skip to main content

DISCRETE FOURIER TRANSFORM

The aim of this experiment was to perform Discrete Fourier Transform.
Initially, we studied the theory of DFT and solved a sum for the same. Using these formulae and results, we proceeded with the experiment.
We developed a function to perform DFT of N point signal and concluded on the effect of zero padding on magnitude spectrum.  We found that as N increases, frequency spacing reduces, approximation of error in representation of spectrum decreases and resolution of spectrum increases. Therefore, the visual appearance of the spectrum increases.

Comments

Post a Comment

Popular posts from this blog

FAST FOURIER TRANSFORM

The aim of this experiment was to perform Fast Fourier Transform. In this experiment, we developed a program to perform FFT of N point signal. For this we gave input specifications as length of signal N and signal values.  After performing this experiment we concluded that from perspective of arithmetic computations, the number of arithmetic calculations in FFT are less than DFT.  Therefore, FFT is preferred over DFT.

DSP PROCESSOR: HARDWARE IMPLEMENTATION

The aim of this experiment was to perform operations using DSP Processor.  We learned programming using DSP Hardware. In this experiment, we took two, 4 point signal values performed addition, subtraction, multiplication and division using Processor. We also performed bitwise logical operations and shifting of signal values. After performing each of these operations we verified the register values and compared them with the values of these registers before the execution of these instructions. We observed the practical implementation of the processor and its instructions. 

CONVOLUTION AND CORELATION

The aim of this experiment was to study mathematical operation such as Linear convolution, Circular convolution, Linear convolution using circular convolution.We developed a function to find Linear Convolution and Circular Convolution We then concluded on aliasing effect in Circular convolution. The aim of the second part of the experiment was to study mathematical operation of correlation and measure degree of similarity between two signals. We wrote a function to find correlation operation.                                                                               We calculated correlation of a DT signals and verify the results using mathematical formulae.