To Spread or Not to Spread in a Wireless Data Network
John Leung and Stephen Hanly
ARC Special Research Centre for Ultra-Broadband Information Networks
The University of Melbourne
Australia
Abstract – Performance comparisons are provided for different
receivers in a time-slotted mobile network designed to carry delay-
insensitive traffic. We show that even with one user per timeslot,
capacity gains are achieved from some degree of spreading and multi-
user detection against no-spreading and also against spreading plus
matched filtering. Our results suggest that frequency partitioning
between cells may be superior still, for the scenario considered in the
present paper. However, our results also suggest that with optimal
scheduling of users (not included in our model) full frequency reuse and
no spreading may be optimal, but this issue requires further study.
I. INTRODUCTION
In CDMA networks, all the connected users transmit and
receive at the same time, with the signature code
differentiating between the signals. This approach is good for
delay-sensitive traffic such as voice, but it may not be
optimal for elastic traffic because useful power may be
assigned to transmit to users with bad channel conditions or
for users who are far away from the base-station. It may be
advantageous to delay transmissions for users with bad
channel or large attenuations, and assign valuable power
resources to users with good channel and transmit data at
higher rate. This type of scheduling is known to be
information theoretically optimal [1][2]. We believe that
future high data rate mobile systems, designed to carry delay-
insensitive traffic, will be based on this approach. We note
that Qualcomm’s CDMA-HDR [3] technology is of this
type.
In the present work, we consider the forward link of a
time-division multiple access mobile system with frequency
reuse factor of one as in Qualcomm’s HDR. For simplicity,
we do not consider scheduling based on channel quality in
the present paper, but rather take a simple round robin
(TDMA) approach. In such systems, the throughput
performance is limited by the outer-cell interference. As a
mobile moves away from its base-station (and closer to the
sources of interference), its channel capacity degrades
rapidly. We find in our simulations that by spreading the
transmitted signal, we are able to reduce the effect of
interference, and that the capacity degradation rate across
distance is lower. Three types of receivers for the spread
spectrum signal are considered in the present paper, they are
the single-user matched filter, the multi-user MMSE receiver,
and the ideal system running orthogonal spreading codes in
adjacent cells. Of the receivers we encountered, we observe
that the MMSE receiver (that is, using multi-user detection)
works very efficiently and results in higher capacity over the
system with no spreading for mobiles far away from the base-
station. The exception is that when the mobile is near the
base-station, spreading is sub-optimal. However, we find that
the optimal amount of spreading for the MMSE is enough to
allow orthogonality between neighbouring cells. Indeed, we
find that the capacity with orthogonal spreading codes is the
highest of all. Although spreading-code orthogonality cannot
be achieved in practice, this result suggests that full
frequency reuse is suboptimal and bandwidth should be
partitioned between cells (see also [4] for information
theoretic results which support this), but this issue requires
further study and more detailed models. Moreover, this
conclusion may be false when scheduling is included in the
model, and we note that scheduling is included in Qualcomm
HDR.
In the next section, we describe our network and
simulation model in detail. In Section III, we focus on the
receivers models and we discuss the simulation results and
findings in Section IV.
II. NETWORK AND SIMULATION MODEL
Let us consider the forward link of a synchronous DS-
CDMA connection between a base-station and a mobile. The
information symbols are spread by a signature sequence of
length N at the transmitter, that is, the spreading factor is N.
These signature codes are chosen randomly. The received
signal power at the mobile is the transmitted power
attenuated with a path-loss of d
α
, where d is the distance
between the transmitter and the receiver, and α is the path-
loss exponent. We assume the fluctuations in the received
power can be modelled by log-normal shadowing with a
standard deviation of S dB.
There are six cells surrounding the cell in consideration in
the typical hexagonal structure. We assume that the base-
station in a cell transmits, in a round-robin fashion to mobiles
in its cell. There is no power control and the transmission
powers of the base-stations are assumed to be the same. The
signal power originating from these surrounding base-stations
becomes interference to the user in the centre cell.
We wish to compare the performance of different receiver
structures over a range of carrier-to-interference ratios,
therefore we place the centre cell user at various distances
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0-7803-7206-9/01/$17.00 © 2001 IEEE