This system provides a novel approach to develop an algorithm on object recognition and introduce... more This system provides a novel approach to develop an algorithm on object recognition and introduce some techniques that have been used for object recognition in many applications. Object recognition or identification undergoes three main steps : feature extraction, feature analysis and pattern classification/analysis. Initially after considering an image, specific features are selected and performed for a better result. Later features are extracted such as RST features, Binary object features. RST features are for shape identification and Binary object feature is to get the data such as area, thinness, projections, aspect ratio etc., Subsequently feature analysis and pattern classification is utilized to develop an algorithm and enhance for better results by using various parameters such as Data normalization, distance and similarity measures, classification algorithms, and algorithm testing.
The paper briefly contains about the analysis of the synchronous generator. This contains the con... more The paper briefly contains about the analysis of the synchronous generator. This contains the consideration of the actual parameters, state space model, consideration of the generator under the no damping conditions. This is a simulink based project to determine the performance of the generator. This also includes the design of the PID circuit for controlling the field winding excitation voltage.
This paper briefly describe the design of the transformer with the given KVA rating, the frequenc... more This paper briefly describe the design of the transformer with the given KVA rating, the frequency at which it is working, magnetic flux density and the current density. The analysis of the transformer of the transformer was performed and the characteristic plot of efficiency, core losses, ohmic losses and core losses are analyzed how the transformer works with vary in frequency, primary voltage and KVA rating of the transformer. This has been generated using the matlab.
—Analysis and application of Short-time Fourier Transform (STFT) in real world cannot be overemph... more —Analysis and application of Short-time Fourier Transform (STFT) in real world cannot be overemphasized. STFT which works by computing Discrete Fourier Transform of several signal segment (window length); it is this DFTs of non-stationary signal over many-number of segments that is called STFT. This project compares and contrasts the matlab in-built library STFT function with our own developed/modified function. Parameters such as window length, hop-size. nfft points, and the choice of window were explored. Variation of these parameters allows us to understand the concept and logic behind STFT algorithm and computation. Associated STFT techniques and concept such Spectrogram and Graphical User Interface (GUI) are also part of this project work.
This paper briefly describe the design of the transformer with the given KVA rating, the frequenc... more This paper briefly describe the design of the transformer with the given KVA rating, the frequency at which it is working, magnetic flux density and the current density. The analysis of the transformer of the transformer was performed and the characteristic plot of efficiency, core losses, ohmic losses and core losses are analyzed how the transformer works with vary in frequency, primary voltage and KVA rating of the transformer. This has been generated using the matlab.
—The paper explore the use of Least Means Square (LMS) and Newton-LMS algorithms for adaptive equ... more —The paper explore the use of Least Means Square (LMS) and Newton-LMS algorithms for adaptive equalization of a linear dispersive channel that produces unknown distortion. Comparison is made between the rate of convergence of regular LMS and Newton-LMS. Various factors that affect stability of an adaptive filter operation such as the number of iteration, step-size, leakage factor and distortion parameter(Q) were subject of discussion.
This system provides a novel approach to develop an algorithm on object recognition and introduce... more This system provides a novel approach to develop an algorithm on object recognition and introduce some techniques that have been used for object recognition in many applications. Object recognition or identification undergoes three main steps : feature extraction, feature analysis and pattern classification/analysis. Initially after considering an image, specific features are selected and performed for a better result. Later features are extracted such as RST features, Binary object features. RST features are for shape identification and Binary object feature is to get the data such as area, thinness, projections, aspect ratio etc., Subsequently feature analysis and pattern classification is utilized to develop an algorithm and enhance for better results by using various parameters such as Data normalization, distance and similarity measures, classification algorithms, and algorithm testing.
The paper briefly contains about the analysis of the synchronous generator. This contains the con... more The paper briefly contains about the analysis of the synchronous generator. This contains the consideration of the actual parameters, state space model, consideration of the generator under the no damping conditions. This is a simulink based project to determine the performance of the generator. This also includes the design of the PID circuit for controlling the field winding excitation voltage.
This paper briefly describe the design of the transformer with the given KVA rating, the frequenc... more This paper briefly describe the design of the transformer with the given KVA rating, the frequency at which it is working, magnetic flux density and the current density. The analysis of the transformer of the transformer was performed and the characteristic plot of efficiency, core losses, ohmic losses and core losses are analyzed how the transformer works with vary in frequency, primary voltage and KVA rating of the transformer. This has been generated using the matlab.
—Analysis and application of Short-time Fourier Transform (STFT) in real world cannot be overemph... more —Analysis and application of Short-time Fourier Transform (STFT) in real world cannot be overemphasized. STFT which works by computing Discrete Fourier Transform of several signal segment (window length); it is this DFTs of non-stationary signal over many-number of segments that is called STFT. This project compares and contrasts the matlab in-built library STFT function with our own developed/modified function. Parameters such as window length, hop-size. nfft points, and the choice of window were explored. Variation of these parameters allows us to understand the concept and logic behind STFT algorithm and computation. Associated STFT techniques and concept such Spectrogram and Graphical User Interface (GUI) are also part of this project work.
This paper briefly describe the design of the transformer with the given KVA rating, the frequenc... more This paper briefly describe the design of the transformer with the given KVA rating, the frequency at which it is working, magnetic flux density and the current density. The analysis of the transformer of the transformer was performed and the characteristic plot of efficiency, core losses, ohmic losses and core losses are analyzed how the transformer works with vary in frequency, primary voltage and KVA rating of the transformer. This has been generated using the matlab.
—The paper explore the use of Least Means Square (LMS) and Newton-LMS algorithms for adaptive equ... more —The paper explore the use of Least Means Square (LMS) and Newton-LMS algorithms for adaptive equalization of a linear dispersive channel that produces unknown distortion. Comparison is made between the rate of convergence of regular LMS and Newton-LMS. Various factors that affect stability of an adaptive filter operation such as the number of iteration, step-size, leakage factor and distortion parameter(Q) were subject of discussion.
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