Essays about: "high performance networks"

Showing result 1 - 5 of 407 essays containing the words high performance networks.

  1. 1. Assessing the Security of Internal Automotive Networks

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Anas Alkoutli; Joakim Anderlind; Carl-Johan Björnson; Mathias Drage; Morgan Thowsen; Antonia Welzel; [2021-09-14]
    Keywords : Vehicle; Network Security; CAN; Ethernet;

    Abstract : Context In order to address the growing need for connectivity in today’s cars, thein-vehicle network has increased in complexity, now consisting of over 100 electricalcontrol units. Balancing the level of security with high performance is non-trivial,and current networks have shown to sacrifice security measures for performance,therefore leaving the networks sensitive to both manipulation and information re trieval. READ MORE

  2. 2. 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

  3. 3. Road Damage Segmentation for Mobile Hardware

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

    Author : Martti Yap; [2021]
    Keywords : Road Damage; Deep Learning; Image Segmentation.; Vägskador; Djupinlärning; Bildsegmentering.;

    Abstract : The detection and early repair of road damage are paramount for the quality and safety of roads. Current detection efforts typically rely on Deep Learning methods for object detection with bounding boxes, with calculations performed on high-performance hardware. READ MORE

  4. 4. 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

  5. 5. Multivariate Time Series Data Generation using Generative Adversarial Networks : Generating Realistic Sensor Time Series Data of Vehicles with an Abnormal Behaviour using TimeGAN

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

    Author : Sofia Nord; [2021]
    Keywords : Time Series Data Generation; Generative Adversarial Network; Deep Neural Network; Data Augmentation; Synthetic Data Generation; Generering av Tidsseriedata; Generativa Motstridande Nätverk; Djupa Neurala Nätverk; Dataökning; Syntetisk Datagenerering;

    Abstract : Large datasets are a crucial requirement to achieve high performance, accuracy, and generalisation for any machine learning task, such as prediction or anomaly detection, However, it is not uncommon for datasets to be small or imbalanced since gathering data can be difficult, time-consuming, and expensive. In the task of collecting vehicle sensor time series data, in particular when the vehicle has an abnormal behaviour, these struggles are present and may hinder the automotive industry in its development. READ MORE