OUTAGE PROBABILITY IN A CIRCLE WITH UNIFORMLY DISTRIBUTED USERS
Sami Baroudi and Yousef R. Shayan
Department of Electrical and Computer Engineering
Concordia University
Montreal, Quebec, Canada
Email: {s_baro, yshayan}@ece.concordia.ca
ABSTRACT
Outage probability is one of the most important
metrics that can be used to study the performance
of wireless networks. In this paper, we evaluate outage
probability of users which are uniformly distributed in a
circular cell. The outage probability is determined in terms
of generic parameters and is compared with well-known
formula of the percentage of cell coverage area. Simulation
is performed in order to confirm the analytical results.
Index Terms— Outage probability, Path Loss, Uniform
node Distribution, Coverage Area
1. INTRODUCTION
Nowadays, wireless communication among users is
accessible throughout the world and it is still growing in
terms of number of users. During the last decade, in order to
increase the number of users, engineers put extra effort
trying to understand factors that affect the performance of
wireless networks, such as the tradeoff between network
capacity, interference, quality of service, and etc.
Outage probability is the probability of failing to reach
satisfactory reception of a wanted signal. Outage probability
is considered as a statistical parameter that is used by
designers in order to evaluate the quality of service in a
mobile radio system. In this paper we are evaluating the
outage probability of the users located uniformly in a
circular cell communicating with a base station at the center
of the cell. Outage probability can be evaluated based on
path loss equations as given in [1] and [2].
Up to now, some work has been done to evaluate the
outage probability in a communication system. In [3], outage
probability has been evaluated by finding the probability that
the received power falls below a predefined minimum power
min
P . In [4], outage probability has been calculated as the
probability of failing to achieve sufficient signal to
interference plus noise (SINR). Moreover, outage
probability was evaluated based on co-channel interference
as in [5].
In this paper we are deriving outage probability based on
path loss. The outage probability is simply modeled as the
complementary cumulative distribution function CCDF of
the pass loss, at a predefined threshold. As a result, in order
to find the outage probability, we integrate the probability
density function PDF of the path loss of uniformly
distributed nodes in a circle based on which has been
derived in [1] and then we found its complementary value.
This paper is organized as follows. In section 2, it is
shown how the PDF of path loss is found in [1]. Derivation
of outage probability is given in section 3. The simulation
and results are presented in section 4. Section 5 concludes
the paper.
2. BACKGROUND
In this paper, it is considered that the system is as a circular
cell of radius R . Users are uniformly distributed in the cell
where the distance of any point from the center is x . Also,
users are communicating with a base station (BS) at the
center of the circular cell. Therefore, the probability density
function PDF of the distance of any point from the center is
,
2
) (
2
R
x
x f
X
= ]. , 0 [ R x ∈ ) 1 (
Now, a quick background of path loss is presented based
on [1]. First of all, the path loss (in dB) can be written as
ξ + + = ) ( log
10
X b a L ) 2 (
where a is the free space path loss at the close in distance
0
d , n b 10 = and n is the path loss exponent which
depends on the propagation environment,
0
/ d d X = and
d is the distance between a node and base station. The
parameter ξ is the shadow fading which is a zero-mean log
normally distributed random variable with standard
deviation σ .
Finally, as shown in [1], the probability density function
PDF of path loss distribution in a circular scenario of radius
R as seen from the center of the circle is given as,
2012 25th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)
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