Essays about: "SINR"

Showing result 6 - 10 of 36 essays containing the word SINR.

1. 6. Extreme Quantile Estimation of Downlink Radio Channel Quality

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Philip Palapelas Kantola; [2021]
   Keywords : quantile regression; telecommunications; machine learning; quantile regression neural network; link adaptation; sinr;

   Abstract : The application area of Fifth Generation New Radio (5G-NR) called Ultra-Reliable and Low-Latency Communication (URLLC) requires a reliability, the probability of receiving and decoding a data packet correctly, of 1 - 10^5. For this requirement to be fulfilled in a resource-efficient manner, it is necessary to have a good estimation of extremely low quan- tiles of the channel quality distribution, so that appropriate resources can be distributed to users of the network system. READ MORE

3. 7. Machine Learning for FMCW Radar Interference Mitigation

   University essay from Lunds universitet/Matematisk statistik

   Author : Jessica Nilsson; Ludvig Hassbring; [2020]
   Keywords : FMCW radar; interference mitigation; convolutional neural network; Mathematics and Statistics;

   Abstract : 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

4. 8. System Performance of MIMO MRT/MRC System under Perfect CSI

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Satya Prakash Reddy Inturi; Chaitanya Macherla; [2020]
   Keywords : MIMO; MRT; MRC; Outage probability; Symbol error rate; SINR.;

   Abstract : Multiple Input and Multiple Output (MIMO) is one of the techniques used tiimprove the system performance. In this thesis, we improve and evaluate the system performance of MIMO deploying MRT technique at the transmitter and MRCtechnique at the receiver with an assuming that the system can obtain perfect CSI. READ MORE

5. 9. Reinforcement Learning for Link Adaptation in 5G-NR Networks

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

   Author : Evagoras Makridis; [2020]
   Keywords : ;

   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

6. 10. Industrial Scenario using LTE Cellular Network

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

   Author : Anthony Owondo; Javad Blouchi; [2019]
   Keywords : Technology and Engineering;

   Abstract : This Thesis project used an event-based simulation tool written in MATLAB that modelled a factory scenario. Multiple base stations and a varying number of nodes were modelled. The nodes send data to the base stations and the simulation tool calculates the SINR of the received data and uses this SINR to model a probability of error. READ MORE