Essays about: "discrete wavelet transform"

Showing result 1 - 5 of 24 essays containing the words discrete wavelet transform.

  1. 1. Towards a Data-Driven Approach to Ground-Fault Location in Distribution Power System using Artificial Neural Network

    University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Author : Antoine Dupuis; [2021]
    Keywords : Ground-Fault Location; Distribution power System; Artificial Neural Network; Machine Learning; Distributed Generation; Wavelet Transform;

    Abstract : Motivated by the need for less polluting energy production, the recent increase in renewable electricity production is reshaping classical power systems. Initially unidirectional and constant power flow becomes multi-directional and dynamic. As one of the many consequences, classical power system fault location methods might become outdated. READ MORE

  2. 2. Development of Neural Networks Using Deterministic Transforms

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Pol Grau Jurado; [2021]
    Keywords : Multilayer neural network; deterministic transforms; weight matrices; computational cost; machine learning.; Neurala nätverk i flera lager; deterministiska transformationer; viktmatriser; beräkningskostnad; maskininlärning.;

    Abstract : Deep neural networks have been a leading research topic within the machine learning field for the past few years. The introduction of graphical processing units (GPUs) and hardware advances made possible the training of deep neural networks. Previously the training procedure was impossible due to the huge amount of training samples required. READ MORE

  3. 3. The Discrete Wavelet Transform

    University essay from Mälardalens högskola/Akademin för utbildning, kultur och kommunikation

    Author : Wirén Anton; [2021]
    Keywords : Wavelet theory; multiresolution analysis; image processing.;

    Abstract : In this thesis we will explore the theory behind wavelets. The main focus is on the discrete wavelet transform, although to reach this goal we will also introduce the discrete Fourier transform as it allow us to derive important properties related to wavelet theory, such as the multiresolution analysis. READ MORE

  4. 4. Detection of Human Emotion from Noise Speech

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling; Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Sai Chandra Sekhar Reddy Nallamilli; Nihanth Kandi; [2020]
    Keywords : Neural Network; Activation Function; Fast Fourier Transform; Karhunen-Loeve Transform; speech enhancement; filtering; Wavelet Transform; Speech preprocessing; signal to noise ratio; shallow neural network;

    Abstract : Detection of a human emotion from human speech is always a challenging task. Factors like intonation, pitch, and loudness of signal vary from different human voice. So, it's important to know the exact pitch, intonation and loudness of a speech for making it a challenging task for detection. READ MORE

  5. 5. DETECTION AND RESOLUTION OF VSI-DDOS ATTACKS FOR CONTAINERIZED CLOUDS

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Kristoffer Landfors; [2019]
    Keywords : ;

    Abstract : Very Short Intermi‹ent Distributed Denial of Service (VSI-DDoS) a‹ttack is a new form of DDoS a‹ttacks with potential to bypass many of the security measures used today and still severely damage the quality of service of web applications in cloud systems. Th‘e att‹acks consists of short bursts of legitimate packets which exploits vulnerabilities in the targeted system. READ MORE