Essays about: "neural network matlab"

Showing result 16 - 20 of 40 essays containing the words neural network matlab.

  1. 16. Self-organizing Maps for Digital Pre-distortion

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Michail Isaakidis; [2020]
    Keywords : Self-organizing maps; Digital pre-distortion; Technology and Engineering;

    Abstract : Power amplifiers are very important components in the area of wireless communications. However, they are non-linear devices and they seem to achieve high efficiency when they are operating in the non-linear regions, at the cost of being more power-consuming. In order to linearize their behavior, designers have been considering many methods. READ MORE

  3. 17. Metamodelling of a Finite Element Analysis of a Drilling Process with Replaceable Inserts

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Samy Akrouh Ettaghadouini; [2019]
    Keywords : drilling; speed; feed; CAD; FEM; simulations; metamodel; neural network; optimization;

    Abstract : The aim of this project is to create a metamodel from a drilling tool with replaceable inserts from FEA of the machining process using MATLAB and ABAQUS. This report contains research in drilling and in metamodeling using neural networks and the work from the design of the CAD, through FEA and simulations, to the metamodeling, excluding the optimization. READ MORE

  4. 18. A comparison between a traditional PID controller and an Artificial Neural Network controller in manipulating a robotic arm

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

    Author : Joseph Ariss; Salim Rabat; [2019]
    Keywords : Artificial Intelligence; Artificial Neural Network; Control System; PID Controller; Model Reference Controller; Robot arm; Artificiell Intelligens; Artificiell Neuralt Nätverk; Kontroll System; PID-kontroller; Modellreferenskontroller; Robotarm;

    Abstract : Robotic and control industry implements different control technique to control the movement and the position of a robotic arm. PID controllers are the most used controllers in the robotics and control industry because of its simplicity and easy implementation. However, PIDs’ performance suffers under noisy environments. READ MORE

  5. 19. Methods to identify broken neutral fault in LV distribution grids by using existing smart meters infrastructure

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Christoforos Menos-Aikateriniadis; [2019]
    Keywords : ;

    Abstract : The vast majority of Swedish utility network customers for nearly a decade has been supported by Advanced Metering Management (AMM) systems, including smart meters. Vattenfall´s modern smart meters enable a new level of monitoring for LV networks and improved MV network supervision. READ MORE

  6. 20. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Ricardo Núñez-Prieto; [2019]
    Keywords : Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

    Abstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE