Search for dissertations about: "Decentralized"
Showing result 21 - 25 of 233 swedish dissertations containing the word Decentralized.
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21. Beyond Massive MIMO : Trade-offs and Opportunities with Large Multi-Antenna Systems
Abstract : After the commercial emergence of 5G, the research community is already putting its focus on proposing innovative solutions to enable the upcoming 6G. One important lesson put forth by 5G research was that scaling up the conventional multiple-input-multiple-output (MIMO) technology by increasing the number of antennas could be extremely beneficial for effectively multiplexing data streams in the spatial domain. READ MORE
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22. Decentralized Learning of Randomization-based Neural Networks
Abstract : Machine learning and artificial intelligence have been wildly explored and developed very fast to adapt to the expanding need for almost every aspect of human development. When stepping into the big data era, siloed data localization has become a big challenge for machine learning. READ MORE
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23. The Dark Side of Decentralized Target Tracking : Unknown Correlations and Communication Constraints
Abstract : Using sensors to observe real-world systems is important in many applications. A typical use case is target tracking, where sensor measurements are used to compute estimates of targets. Two of the main purposes of the estimates are to enhance situational awareness and facilitate decision-making. Hence, the estimation quality is crucial. READ MORE
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24. Decentralized resource brokering for heterogeneous grid environments
Abstract : The emergence of Grid computing infrastructures enables researchers to share resources and collaborate in more efficient ways than before, despite belonging to different organizations and being distanced geographically. While the Grid computing paradigm offers new opportunities, it also gives rise to new difficulties. READ MORE
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25. Selection of Decentralized Control Configuration for Uncertain Systems
Abstract : Industrial processes nowadays involve hundreds or more of variables to be maintained within predefined ranges to achieve the production demands. However, the lack of accurate models and practical tools to design controllers for such large processes motivate the engineers/practitioners to break the processes down into smaller subsystems and applying decentralized controllers. READ MORE