scholarly journals A Review of Deep Learning in 5G Research: Channel Coding, Massive MIMO, Multiple Access, Resource Allocation, and Network Security

2021 ◽  
pp. 1-1
Author(s):  
Amanda Ly ◽  
Yu-Dong Yao
Keyword(s):  
Resource Allocation ◽  
Deep Learning ◽  
Network Security ◽  
Channel Coding ◽  
Massive Mimo ◽  
Multiple Access ◽  
Access Resource

Multiple Access Resource Allocation

2017 ◽  
pp. 127-148
Author(s):  
Linling Kuang ◽  
Chunxiao Jiang ◽  
Yi Qian ◽  
Jianhua Lu
Keyword(s):  
Resource Allocation ◽  
Multiple Access ◽  
Access Resource

Situation-Aware Resource Allocation for Multi-Dimensional Intelligent Multiple Access: A Proactive Deep Learning Framework

2021 ◽  
Vol 39 (1) ◽  
pp. 116-130
Author(s):  
Yanan Liu ◽  
Xianbin Wang ◽  
Jie Mei ◽  
Gary Boudreau ◽  
Hatem Abou-Zeid ◽  
...  
Keyword(s):  
Resource Allocation ◽  
Deep Learning ◽  
Multiple Access ◽  
Learning Framework

scholarly journals Discrete Multi-Tone (DMT) Modulation Based Multiple Access Resource Allocation for Visible Light Communication

2019 ◽  
Vol 8 (11S) ◽  
pp. 866-871
Keyword(s):  
Resource Allocation ◽  
Visible Light ◽  
Multiple Access ◽  
Visible Light Communication ◽  
Access Resource

Paper Discrete multi-tone (DMT) adjustment is accepted to be a accomplished single-transmitter arrangement for apparent ablaze correspondence. Be that as it may, the appliance of this action in a abundant transmitter action requires acute subcarrier and ability administration agreement so as to corruption the best accommodation of spatial altered transmitter different variety. Spatial reclaim of the subcarriers aural the afterimage of impedance and ability requirements expands the capability of abundant access (MA) DMT correspondence. In this paper, we adduce a adding that oversees obstruction accountable subcarrier reclaim amid assorted transmitters and ability redistribution amid assorted subcarriers in a heuristic way. The adding reenactment demonstrates an accessory in the accustomed bitrate as assorted and a acceptable DMT technique. Besides, the activity of the proposed MA-DMT artifice increments with the abundance of clients

scholarly journals Performance Enhancement of Massive MIMO Using Deep Learning-Based Channel Estimation

2021 ◽  
Vol 1051 (1) ◽  
pp. 012029
Author(s):  
H M N Helmy ◽  
S El Daysti ◽  
H Shatila ◽  
M Aboul-Dahab
Keyword(s):  
Deep Learning ◽  
Channel Estimation ◽  
Massive Mimo ◽  
Performance Enhancement

Resource Allocation Based on User Pairing and Subcarrier Matching for Downlink Non-Orthogonal Multiple Access Networks

2021 ◽  
Vol 8 (3) ◽  
pp. 679-689
Author(s):  
Zhixin Liu ◽  
Changjian Liang ◽  
Yazhou Yuan ◽  
Kit Yan Chan ◽  
Xinping Guan
Keyword(s):  
Resource Allocation ◽  
Multiple Access ◽  
Access Networks ◽  
User Pairing
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