Essays about: "The Information bottleneck method"

Showing result 1 - 5 of 17 essays containing the words The Information bottleneck method.

  1. 1. Distributed Artificial Intelligence Based on Edge Computing

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Rebecca Fagerström; Simon Neüman; [2023]
    Keywords : Internet of Things; IoT; Edge Computing; Distributed Intelligence; Artificial Intelligence; AI;

    Abstract : The future Internet is expected to be driven by the prevalence of the Internet of Things (IoT), where it is envisioned that anything can be connected. In the last decade, there has been a paradigm shift in IoT from centralized cloud computing to so-called edge computing in order to compute tasks closer to the source of data generation. READ MORE

  3. 2. AUV SLAM for Algae Farm Inspection : 3D Mosaicing using Sonar-Based SLAM

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

    Author : Julian Valdez; [2023]
    Keywords : ;

    Abstract : The progression of seaweed farming and cultivation to an industrial scale relies on automating its processes. Utilization of Autonomous Underwater Vehicle (AUV) can enable this process through their capacity to automate crop and structural inspections. READ MORE

  4. 3. Secondary Carrier Prediction in Cellular Networks Using Compressive Variational Methods

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

    Author : Hilding Wollbo; [2020]
    Keywords : ;

    Abstract : A new method for predicting coverage on secondary frequencies in cellular networks is proposed and evaluated against previous studies in the field. Data is aggregated from several frequencies and cells, greatly reducing the number of Machine Learning models employed in the network. READ MORE

  5. 4. Machine Learning Enabled Nonlinear Phase Noise Mitigation for Coherent Optical Systems

    University essay from Lunds universitet/Atomfysik; Lunds universitet/Fysiska institutionen

    Author : Sergio Steven Gutierrez; [2020]
    Keywords : QAM; NLIN; NLPN; Machine Learning; Coherent Optical Communication; Nonlinear Noise Compensation; Physics and Astronomy; Technology and Engineering;

    Abstract : In the current development of coherent optical communication systems, nonlinear noise is considered to be the ultimate bottleneck when extending the transmission length. In this report we suggest a nonparamter digital signal processing scheme to extend the transmission length of a fiber link. READ MORE

  6. 5. Safe, Sustainable Discharge of Electric Vehicle Batteries as a Pre-treatment Step to Crushing in the Recycling Process

    University essay from KTH/Kraft- och värmeteknologi

    Author : Nicole Nembhard; [2019]
    Keywords : ;

    Abstract : According to the Intergovernmental Panel on Climate Change, an increase in global temperature to above 1.5°C can be halted but would require immediate intervention to reach net zero emissions in the next 15 years. This intervention would have to make use of sustainable energy technologies such as net-zero carbon systems for automobiles. READ MORE