Essays about: "high performance networks"

Showing result 1 - 5 of 393 essays containing the words high performance networks.

  1. 1. Beamforming router as relay to increase 5G cell coverage

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap;

    Author : Jhansi Dunuka; Nikolai Panagiotou; [2021]
    Keywords : Beamforming; MIMO; 5G; NR; Direction of Arrival; Relay;

    Abstract : The growing traffic and global bandwidth shortage for broadband cellular communi-cation networks has motivated to explore the underutilized millimeter wave frequencyspectrum for future communications. Fifth generation (5G) is the key to empow-ering new services and use cases for people, businesses, and society at large. READ MORE

  2. 2. Diverse Time Redundant Triplex Parallel Convolutional Neural Networks for Unmanned Aerial Vehicle Detection

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik; Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Hubert Stepien; Martin Bilger; [2021]
    Keywords : Convolutional Neural Network; Dependability; Diverse Neural Networks; UAV; Parallel Neural Networks; Time Redundancy;

    Abstract : Safe airspace of airports worldwide is crucial to ensure that passengers, workers, and airplanes are safe from external threats, whether malicious or not. In recent years, several airports worldwide experienced intrusions into their airspace by unmanned aerial vehicles. READ MORE

  3. 3. Multivariate Short-term Electricity Load Forecasting with Deep Learning and exogenous covariates

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Nordström Oscar; [2021]
    Keywords : Machine learning; Time series; Deep learning; Forecasting; Short-term electricity load forecasting; Artificial Neural Network;

    Abstract : Maintaining the electricity balance between supply and demand is a challenge for electricity suppliers. If there is an under or overproduction, it entails financial costs and affects consumers and the climate. To better understand how to maintain the balance, can the suppliers use short-term forecasts of electricity load. READ MORE

  4. 4. Utilizing machine learning in wildlife camera traps for automatic classification of animal species : An application of machine learning on edge devices

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Niklas Erlandsson; [2021]
    Keywords : Computer Vision; TensorFlow; OpenCV; Machine learning; Neural networks; Camera traps; Datorseende; TensorFlow; OpenCV; Maskininlärning; Neurala nätverk; Åtelkameror;

    Abstract : A rapid global decline in biodiversity has been observed in the past few decades, especially in large vertebrates and the habitats supporting these animal populations. This widely accepted fact has made it very important to understand how animals respond to modern ecological threats and to understand the ecosystems functions. READ MORE

  5. 5. Adversarial Example Transferabilty to Quantized Models

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Ludvig Kratzert; [2021]
    Keywords : convolutional; neural; network; quantization; adversarial; perturbation; compression; machine; learning; security;

    Abstract : Deep learning has proven to be a major leap in machine learning, allowing completely new problems to be solved. While flexible and powerful, neural networks have the disadvantage of being large and demanding high performance from the devices on which they are run. READ MORE