Int. J. Electron. Commun. (AEÜ) 68 (2014) 944–950
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International Journal of Electronics and
Communications (AEÜ)
j ourna l h omepage: www.elsevier.com/locate/aeue
Near ground propagation model for pine tree forest environment
Osman Kurnaz
a,b
, Selcuk Helhel
a,c,∗
a
Akdeniz University, Engineering Faculty, Electrical and Electronics Engineering Department, Konyaaltı, Antalya, Turkey
b
The Scientific and Technological Research Council of Turkey (TUBITAK), National Metrology Institute, Gebze, Kocaeli, Turkey
c
The Scientific and Technological Research Council of Turkey (TUBITAK), National Observatory, Antalya, Turkey
a r t i c l e i n f o
Article history:
Received 5 March 2013
Accepted 21 April 2014
Keywords:
Free space path loss
Near ground plane earth model
Radio propagation
Trunk height gain
Radio propagation terrain factors
a b s t r a c t
A propagation model experimentally derived from both free space and near ground plane earth path loss
models for pine tree forest with foliage depth lower than 400 m has been proposed. It is a piecewise
model taking foliage depth of 200 m as a boundary. The model is compared with several well-known
models, namely Weissberger, ITU-R and COST235. Different from other models, the proposed one takes
into account trunk height gain k. Observed average error is about 6 dB for proposed model whereas it is
about 32 dB, 16 dB and 20 dB for COST235, Weissberger and ITU-R models, respectively. Also, it is observed
that COST235 estimates the highest path loss among the models and it has the highest absolute errors
especially in a forest with low foliage density.
© 2014 Elsevier GmbH. All rights reserved.
1. Introduction
New wireless technologies rapidly grow resulting in an increase
in popularity of mobile communication. This popularity requires
that development of a proper propagation model is essential for
uninterrupted communication in both urban and unsettled areas
including forests and hilly territories. Use of a proper model is not
only required for personal cell phone communication but also vital
for military, governmental and unmilitary personal radiotelephone
communication especially in forest areas. These requirements force
scientists to investigate propagation mechanisms in forested area
[1–6].
Meng et al. [1] proposed a modified ITU-R model taking into
account the lateral wave effect. Their modified model was verified
using measured and published data, and found to have higher accu-
racy for large foliage depth in the VHF band as compared to current
models. Dias et al. [2] investigated a measurement campaign of
land mobile HF/VHF radio signal in a typical urban sample of the
Brazilian Atlantic Rainforest. They compared their measurements
with calculated values from Tamir’s model [7] in order to assess
its variation with frequency and distance, and confirmed the good
performance of Tamir’s model.
Azevedo and Santos [6] proposed a model developed from
an extensive measurement campaign carried out for different
∗
Corresponding author at: Akdeniz University, Engineering Faculty, Electrical and
Electronics Engineering Department, Konyaaltı, Antalya, Turkey.
Tel.: +90 242 310 6393; fax: +90 242 310 6306.
E-mail addresses: selcukhelhel@akdeniz.edu.tr, helhelselcuk@gmail.com
(S. Helhel).
vegetation densities and types of trees. They pointed out the
importance of the vegetation density in addition to distance and
frequency effect on path loss calculation, and included a compar-
ison with other methods in order to evaluate the performance of
the model.
The foliage loss models proposed so far [1–7] present general
formulas for wide frequency ranges and applications. Although
they estimate path loss within an acceptable error margin for gen-
eral conditions, they fail for specific conditions. Most of the forested
areas in Turkey are covered by pine trees, and there are civil and
governmental based issues which require development of specific
propagation models. This requirement motivated us to generate a
new model for such an environment where personal or vehicular
communication is necessary. Therefore, only antenna heights of 2 m
and only three frequencies, GSM900, GSM1800 and CDMA2100,
have been examined.
In this study, the procedure of new model development has
been presented starting with plane earth measurements. In Sec-
tion 2, theoretical background is given. In Section 3, test setup and
measurement campaign are described. In Section 4, comparison of
the proposed model with Weissberger [4], ITU-R [8] and COST235
[9] models has been presented. This is followed by conclusion in
Section 5.
2. Theoretical background
2.1. Free space and plane earth path loss models
In radio wave propagation, path loss gives an important idea
about performance of a system. The free space path loss model can
be used as a lower bound [1] to estimate path loss.
http://dx.doi.org/10.1016/j.aeue.2014.04.019
1434-8411/© 2014 Elsevier GmbH. All rights reserved.