longtermevolution
2020-06-18, 12:08 PM
Article:
Relay Selection for 5G New Radio Via Artificial Neural Networks
This Article is abut using mmWave frequency band, relay stations to assist the coverage of base stations in radio access network (RAN). Article Describe an alternative approach toward relay selection which takes advantage of existing operating data and apply appropriate artificial neural networks (ANN) anddeep learning algorithms to alleviate severe fading in mmWave band.
In this paper, classification techniques applied using ANN with multilayer perception to predict the path loss of multiple transmitted links and base on a certain loss level, and thus execute effective relay selection, which also recommends the handover to an appropriate path. ANN with multilayer perception are compared with other ML algorithms to demonstrate effectiveness for relay selection in 5G-NR.
Author:
Saud Aldossari , Kwang-Cheng Chen
Link:
https://dropgalaxy.in/a92pzlb9ewht
Keep Learning
Relay Selection for 5G New Radio Via Artificial Neural Networks
This Article is abut using mmWave frequency band, relay stations to assist the coverage of base stations in radio access network (RAN). Article Describe an alternative approach toward relay selection which takes advantage of existing operating data and apply appropriate artificial neural networks (ANN) anddeep learning algorithms to alleviate severe fading in mmWave band.
In this paper, classification techniques applied using ANN with multilayer perception to predict the path loss of multiple transmitted links and base on a certain loss level, and thus execute effective relay selection, which also recommends the handover to an appropriate path. ANN with multilayer perception are compared with other ML algorithms to demonstrate effectiveness for relay selection in 5G-NR.
Author:
Saud Aldossari , Kwang-Cheng Chen
Link:
https://dropgalaxy.in/a92pzlb9ewht
Keep Learning