Essays about: "NR cell throughput"

Showing result 1 - 5 of 7 essays containing the words NR cell throughput.

1. 1. Beam refinement and beam tracking using Machine Learning Techniques in 5G NR RAN

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Harshal Patel; [2021]
   Keywords : ;

   Abstract : Abstract: Growing needs of communication, demands a higher data transmission rate in 5G NR. In the 3rd generation partnership project (3GPP), frames are used to schedule the data to be transferred between the cellular base station (gNB) and user equipment (UE). READ MORE

3. 2. Adaptive Beam Management in 5G-NR: A Machine Learning Perspective

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

   Author : Boqiang Wang; [2021]
   Keywords : Machine Learning; Neural Network; Beam Management; Beam Tracking; mmWaves; 5G NR; Beamforming; Technology and Engineering;

   Abstract : In this rapid era of technology, speed of communication has become an important factor. To overcome this challenge, 5G/NR technology is being explored. One of the ways of doing this is by using the so called millimeter wave spectrum. READ MORE

4. 3. Machine Learning Technique for Beam Management in 5G NR RAN at mmWave Frequencies

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

   Author : Joel Bill; Gustav Fahlén; [2020]
   Keywords : Machine Learning; Reinforcement Learning; Beam Management; Beam Tracking; mmWaves; Technology and Engineering;

   Abstract : Ericsson has an interest in investigating if the fast-growing concept known as machine learning can be applied to beam management, in a 5G NR environment using mmWave frequencies. Because of the high path-loss at mmWave frequencies and high throughput demands of 5G NR systems it is crucial to the UE to always stay connected to the most suitable beam, to provide highest possible throughput. READ MORE

5. 4. Lean Beam Management for New Radio

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

   Author : Nawanit Kumar; [2020]
   Keywords : 5G; NR; MIMO; Beam management; CSI-RS; Technology and Engineering;

   Abstract : The use of millimetre-wave frequencies in Fifth generation New Radio has lead to high path loss due to radio propagation environment. Simultaneously, high data rates is a must for current products due to high market demand. This requirement accounts for efficient tracking of the best beam for the user equipment to stay connected to it. READ MORE

6. 5. 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