Essays about: "MIMO model"

Showing result 16 - 20 of 67 essays containing the words MIMO model.

  1. 16. A Cyber-Physical Testbed for Wireless Networked Control Systems

    University essay from Högskolan i Gävle/Avdelningen för elektroteknik, matematik och naturvetenskap

    Author : Amirhossein Hosseinzadeh Dadash; [2020]
    Keywords : cyber-physical; testbed; wireless networked control systems; MIMO; controller; LQ; MPC; Linear Quadratic Control; Model Predictive Control;

    Abstract : The cyber-physical system is the keyword of the fourth industrial revolution. The internet changed the way that humans interact with each other, and cyber-physical systems will change the way that we interact with the physical world around us. READ MORE

  3. 17. Simulation, Analysis and Detection of Indoor Multipath Fading Channels Using an SVM Classifier

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

    Author : Helena Calatrava; Mimmi Lindgren; [2020]
    Keywords : MIMO; SVM; Machine Learning; Power DelayProfile; Spatial Correlation; Wireless Radio Channel;

    Abstract : Nowadays, identification of fake data is an elaboratechallenge that calls for the use of machine learning techniques.This is due to the huge amount of data and its complexity makesthe differences indistinguishable even for the trained eye. READ MORE

  4. 18. User Equipment Characterization using Machine Learning

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

    Author : Vanessa Fakhoury; Xin Zhou; [2019]
    Keywords : machine learning; characterization; massive MIMO; beamforming; neural networks; support vector machine; logistic regression; multiclass neural networks; Technology and Engineering;

    Abstract : With the ever increasing demand for higher data rates and reliability, efficient management of cellular networks remains a challenge. Among other technologies, fifth generation systems are expected to tackle this challenge using large electronically controllable antenna arrays operating in the time division duplex mode. READ MORE

  5. 19. Characterization of Passive Intermodulation Distortion in MultiBand FDD Radio Systems

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

    Author : Tomás Soares da Costa; [2019]
    Keywords : ;

    Abstract : Intermodulation distortion (IMD) is a phenomenon that results in generation of spurious distortion signals when two or more signals of different frequencies pass through a nonlinear system. In general, IMD occurs in active circuits of a radio system, however, passive wireless components such as filters, transmission lines, connectors, antennas, attenuators etc. READ MORE

  6. 20. Application of machine learning in 5G to extract prior knowledge of the underlying structure in the interference channel matrices

    University essay from KTH/Matematisk statistik

    Author : Danilo Peng; [2019]
    Keywords : Machine learning; 5G; interference channel; blind source estimation; MIMO; OFDM; bandwidth prediction; support vector machines; artificial neural network.; Maskininlärning; 5G; interferencekanal; stödvektormaskin; neurala nätverk; brandbedd estimering;

    Abstract : The data traffic has been growing drastic over the past few years due to digitization and new technologies that are introduced to the market, such as autonomous cars. In order to meet this demand, the MIMO-OFDM system is used in the fifth generation wireless network, 5G. READ MORE