Essays about: "Signal-to-Interference Noise Ratio"
Showing result 6 - 10 of 24 essays containing the words Signal-to-Interference Noise Ratio.
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6. The Effect of Distortions Induced by Adaptive Antenna Arrays in GNSS Applications
University essay from Linköpings universitet/Kommunikationssystem; Linköpings universitet/Tekniska fakultetenAbstract : Global Navigation Satellite Systems (GNSS) are vital tools for accurate navigation and timing for both civil and military use. Due to the low power of the GNSS signals, these systems are sensitive to interference attacks. For wideband GNSS jamming, adaptive antenna arrays are commonly used to suppress interference. READ MORE
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7. Machine Learning for FMCW Radar Interference Mitigation
University essay from Lunds universitet/Matematisk statistikAbstract : Frequency Modulated Continuous Wave radar is used for object detection and localization, e.g., for surveillance purposes or for automotive systems. The amount of radars is increasing, which leads to an increasing amount of radar interference. READ MORE
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8. Reinforcement Learning for Link Adaptation in 5G-NR Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The Adaptive Modulation and Coding (AMC) scheme in the link adaptation is a core feature in the current cellular networks. In particular, based on Channel Quality Indicator (CQI) measurements that are computed from the Signal-to-Interference-plus-Noise Ratio (SINR) level of User Equipment (UE), the base station (e.g. READ MORE
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9. Network Drone Control using Deep Reinforcement Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this work, a reinforcement learning approach is adopted to control a drone in a cellular network. The goal is to find paths between arbitrary locations such that low radio quality areas, defined with respect to signal-to-interference-plus-noise-ratio, are avoided with the cost of longer flight paths. READ MORE
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10. Deep Learning for Error Prediction In MIMO-OFDM system With Maximum Likelihood Detector
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : To increase link throughput in multi-input multi-output (MIMO) orthogonal frequencydivision multiplexing (OFDM) systems, transmission parameters such as code rate andmodulation order are required to be set adaptively. Therefore, block error rate (BLER)becomes a crucial measure which illustrates the quality of the link, thus being used in LinkAdaptation (LA) to determine the transmission parameters. READ MORE