Essays about: "signals intelligence"

Showing result 1 - 5 of 38 essays containing the words signals intelligence.

  1. 1. Finding the QRS Complex in a Sampled ECG Signal Using AI Methods

    University essay from KTH/Fysik

    Author : Jeanette Marie Victoria Skeppland Hole; [2023]
    Keywords : ECG; ECG-analysis; QRS detector; Artificial Intelligence; Machine Learning; Deep neural networks; Long short-term memory; Convolutional neural network; Multilayer perceptron; EKG; EKG-analys; QRS detektor; Artificiell intelligens; Maskininlärning; Djupa neurala nätverk; Long short-term memory; Convolutional neural network; Multilayer perceptron;

    Abstract : This study aimed to explore the application of artificial intelligence (AI) and machine learning (ML) techniques in implementing a QRS detector forambulatory electrocardiography (ECG) monitoring devices. Three ML models, namely long short-term memory (LSTM), convolutional neural network (CNN), and multilayer perceptron (MLP), were compared and evaluated using the MIT-BIH arrhythmia database (MITDB) and the MIT-BIH noise stress test database (NSTDB). READ MORE

  3. 2. Dynamic Warning Signals and Time Lag Analysis for Seepage Prediction in Hydropower Dams : A Case Study of a Swedish Hydropower Plant

    University essay from Uppsala universitet/Datalogi

    Author : Lovisa Olsson; Julia Hellström; [2023]
    Keywords : hydropower; dam safety; dam monitoring; seepage; prediction models; data-driven methods; artificial intelligence; AI;  linear regression; Support Vector Regression; SVR; Long Short-Term Memory; LSTM;

    Abstract : Hydropower is an important energy source since it is fossil-free, renewable, and controllable. Characteristics that become especially important as the reliance on intermittent energy sources increases. However, the dams for the hydropower plants are also associated with large risks as a dam failure could have fatal consequences. READ MORE

  4. 3. Development of AI/ML Methods for Advanced Device Localization in Beyond 5G Systems

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

    Author : Eros Iván Costa Andrés; Jon Aizkorreta Carro; [2023]
    Keywords : Artificial Intelligence; localization; IIoT devices; Python; radio signals; 5G; 3GPP; Technology and Engineering;

    Abstract : This master thesis aims to investigate the positioning accuracy improvements of device localization by the implementation of AI/ML functionalities. In this project, we use the fifth-generation(5G) New Radio (NR) system and focus on indoor factories. READ MORE

  5. 4. The Creator Effect: A quantitative study of the impact on consumer perceptions and judgements when exposed to an AI-created advertisement

    University essay from Handelshögskolan i Stockholm/Institutionen för företagande och ledning

    Author : Elina Heidenborg; Linnea Kaveryd; [2023]
    Keywords : artificial intelligence; advertising; consumer perceptions; the machine heuristic; advertising outcomes;

    Abstract : Artificial intelligence is expected to disruptively change the future of marketing, and the benefits of the technology are widely known. However, despite a general skepticism around AI, there is still a lack of research investigating consumer perceptions in the field. READ MORE

  6. 5. Digital Twin for Firmware and Artificial Intelligence prototyping

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

    Author : Gianluca Maragno; [2023]
    Keywords : Digital Twin; Industry 4.0; SystemC; MCU; TLM; sensors; MEMS; Machine Learning; Artificial Intelligence; simulations; testing; correct-by-design.; Digital Tvilling; Industri 4.0; SystemC; MCU; TLM; sensorer; MEMS; Maskininlärning; Artificiell Intelligens; simuleringar; testning; korrekt-från-design.;

    Abstract : The forth industrial revolution has risen the born of new mega trends for the improvement of the time to market and the spare of resources in the development and manufacturing of a new product. Among these trends, the Digital Twin (DT) is the one of major interests for developers and strategy analysts. READ MORE