99 research outputs found
Investigation of Prediction Accuracy, Sensitivity, and Parameter Stability of Large-Scale Propagation Path Loss Models for 5G Wireless Communications
This paper compares three candidate large-scale propagation path loss models
for use over the entire microwave and millimeter-wave (mmWave) radio spectrum:
the alpha-beta-gamma (ABG) model, the close-in (CI) free space reference
distance model, and the CI model with a frequency-weighted path loss exponent
(CIF). Each of these models have been recently studied for use in standards
bodies such as 3GPP, and for use in the design of fifth generation (5G)
wireless systems in urban macrocell, urban microcell, and indoor office and
shopping mall scenarios. Here we compare the accuracy and sensitivity of these
models using measured data from 30 propagation measurement datasets from 2 GHz
to 73 GHz over distances ranging from 4 m to 1238 m. A series of sensitivity
analyses of the three models show that the physically-based two-parameter CI
model and three-parameter CIF model offer computational simplicity, have very
similar goodness of fit (i.e., the shadow fading standard deviation), exhibit
more stable model parameter behavior across frequencies and distances, and
yield smaller prediction error in sensitivity testing across distances and
frequencies, when compared to the four-parameter ABG model. Results show the CI
model with a 1 m close-in reference distance is suitable for outdoor
environments, while the CIF model is more appropriate for indoor modeling. The
CI and CIF models are easily implemented in existing 3GPP models by making a
very subtle modification -- by replacing a floating non-physically based
constant with a frequency-dependent constant that represents free space path
loss in the first meter of propagation.Comment: Open access available at:
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=743465
Overview of Millimeter Wave Communications for Fifth-Generation (5G) Wireless Networks-with a focus on Propagation Models
This paper provides an overview of the features of fifth generation (5G)
wireless communication systems now being developed for use in the millimeter
wave (mmWave) frequency bands. Early results and key concepts of 5G networks
are presented, and the channel modeling efforts of many international groups
for both licensed and unlicensed applications are described here. Propagation
parameters and channel models for understanding mmWave propagation, such as
line-of-sight (LOS) probabilities, large-scale path loss, and building
penetration loss, as modeled by various standardization bodies, are compared
over the 0.5-100 GHz range
Study on 3GPP Rural Macrocell Path Loss Models for Millimeter Wave Wireless Communications
Little research has been done to reliably model millimeter wave (mmWave) path
loss in rural macrocell settings, yet, models have been hastily adopted without
substantial empirical evidence. This paper studies past rural macrocell (RMa)
path loss models and exposes concerns with the current 3rd Generation
Partnership Project (3GPP) TR 38.900 (Release 14) RMa path loss models adopted
from the International Telecommunications Union - Radiocommunications (ITU-R)
Sector. This paper shows how the 3GPP RMa large-scale path loss models were
derived for frequencies below 6 GHz, yet they are being asserted for use up to
30 GHz, even though there has not been sufficient work or published data to
support their validity at frequencies above 6 GHz or in the mmWave bands. We
present the background of the 3GPP RMa path loss models and their use of odd
correction factors not suitable for rural scenarios, and show that the
multi-frequency close-in free space reference distance (CI) path loss model is
more accurate and reliable than current 3GPP and ITU-R RMa models. Using field
data and simulations, we introduce a new close-in free space reference distance
with height dependent path loss exponent model (CIH), that predicts rural
macrocell path loss using an effective path loss exponent that is a function of
base station antenna height. This work shows the CI and CIH models can be used
from 500 MHz to 100 GHz for rural mmWave coverage and interference analysis,
without any discontinuity at 6 GHz as exists in today's 3GPP and ITU-R RMa
models.Comment: To be published in 2017 IEEE International Conference on
Communications (ICC), Paris, France, May 201
A Survey on 5G Usage Scenarios and Traffic Models
The fifth-generation mobile initiative, 5G, is a
tremendous and collective effort to specify, standardize, design,
manufacture, and deploy the next cellular network generation.
5G networks will support demanding services such as enhanced
Mobile Broadband, Ultra-Reliable and Low Latency Communications and massive Machine-Type Communications, which will
require data rates of tens of Gbps, latencies of few milliseconds
and connection densities of millions of devices per square kilometer. This survey presents the most significant use cases expected
for 5G including their corresponding scenarios and traffic models.
First, the paper analyzes the characteristics and requirements for
5G communications, considering aspects such as traffic volume,
network deployments, and main performance targets. Secondly,
emphasizing the definition of performance evaluation criteria
for 5G technologies, the paper reviews related proposals from
principal standards development organizations and industry
alliances. Finally, well-defined and significant 5G use cases are
provided. As a result, these guidelines will help and ease the
performance evaluation of current and future 5G innovations, as
well as the dimensioning of 5G future deployments.This work is partially funded by the Spanish Ministry of
Economy and Competitiveness (project TEC2016-76795-C6-4-R)H2020
research and innovation project 5G-CLARITY (Grant No. 871428)Andalusian Knowledge Agency (project A-TIC-241-UGR18)
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