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Combined Ray-Tracing/FDTD and Network Planner Methods for the Design of Massive MIMO Networks
- Source :
- IEEE Access, Vol 8, Pp 206371-206387 (2020), IEEE ACCESS
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- The design of a massive MIMO network requires a channel model that captures the Spatio-temporal dimensions of the propagation environment. In this paper, we propose a novel method combining Hybrid Raytracing - Finite difference time domain (FDTD) and network planner tools to address this requirement. This method provides accurate and realistic EMF exposure models for the design of a massive MIMO network. Using this method, we proceed with the optimization of the BS's locations under the low power consumption and low EMF exposure constraints. Assuming equal preference of the optimization objectives, the simulations show that the uplink localized 10g dose appears to be the dominant factor of the localized 10g EMF exposure. Moreover, a massive MIMO network designed to serve 224 simultaneous active users at the same time-frequency resource is subject to an increase of the total whole-body dose (2 times higher in downlink and +18% in uplink), compared to a design with 14 active users. However, in the same conditions, the downlink localized 10g dose reduces (20 times lower) whereas the uplink localized 10g dose increases (+23%) in comparison with the scenario with fewer users (14). Besides, the electromagnetic field strength in all locations obtained with this new method is 2 times weaker compared to a 4G LTE network, while complying with the international guidelines.
- Subjects :
- Optimization
Beamforming
Technology and Engineering
General Computer Science
Computer science
MODELS
MIMO
EMF exposure
02 engineering and technology
Precoding
030218 nuclear medicine & medical imaging
beamforming
Time-domain analysis
Tools
03 medical and health sciences
0302 clinical medicine
GHZ
Telecommunications link
0202 electrical engineering, electronic engineering, information engineering
massive MIMO
ray-tracing
General Materials Science
EXPOSURE
precoding
Simulation
General Engineering
Finite-difference time-domain method
020206 networking & telecommunications
power consumption
network planner
antenna arrays
Design methodology
Finite difference methods
Power demand
Antennas
Ray tracing (graphics)
lcsh:Electrical engineering. Electronics. Nuclear engineering
TUTORIAL
lcsh:TK1-9971
5G
Subjects
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....8f35411ff5284fb5cd1158554d8540ce