962 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 46, NO. 3, MAY 2000
CDMA Systems in Fading Channels: Admissibility,
Network Capacity, and Power Control
Junshan Zhang, Student Member, IEEE, and Edwin K. P. Chong, Senior Member, IEEE
Abstract—We study the admissibility and network capacity
of imperfect power-controlled Code-Division Multiple Access
(CDMA) systems with linear receivers in fading environments.
In a CDMA system, a set of users is admissible if their simulta-
neous transmission does not result in violation of any of their
Quality-of-Service (QoS) requirements; the network capacity is the
maximum number of admissible users. We consider a single-cell
imperfect power-controlled CDMA system, assuming known
received power distributions. We identify the network capacities
of single-class systems with matched-filter (MF) receivers for
both the deterministic and random signature cases. We also
characterize the network capacity of single-class systems with
linear Minimum-Mean-Square-Error (MMSE) receivers for
the deterministic signature case. The network capacities can be
expressed uniquely in terms of the users’ signal-to-interference
ratio (SIR) requirements and received power distributions. For
multiple-class systems equipped with MF receivers, we find a
necessary and sufficient condition on the admissibility for the
random signature case, but only a sufficient condition for the
deterministic signature case. We also introduce the notions of
effective target SIR and effective bandwidth, which are useful in
determining the admissibility and hence network capacity of an
imperfect power-controlled system.
Index Terms—Admissibility, CDMA, deterministic signature,
fading channel, matched filter, MMSE, network capacity, power
control, random signature, scale family.
I. INTRODUCTION
T
HE last fifteen years have witnessed a tremendous growth
of wireless networks. Due to the fast-growing demand for
network capacity in wireless networks, it is essential to utilize
efficiently the limited resources. The characterization of net-
work capacity is therefore a fundamental and pressing issue in
wireless network research. In this paper, we consider a model
for the uplink of a single-cell symbol-synchronous Code-Divi-
sion Multiple Access (CDMA) system in fading channels. The
network therein consists of numerous mobile subscribers com-
municating with one base station, which is typically intercon-
nected to a backbone network via a wired infrastructure.
Two approaches have been studied extensively to achieve
efficient utilization of network resources in CDMA systems:
Manuscript received September 16, 1998; revised October 12, 1999.
This work was supported in part by the National Science Foundation under
Grant ECS-9501652 and by the U.S. Army Research Office under Grant
DAAH04-95-1-0246. The material in this paper was presented in part at the
Allerton Conference, Monticello, IL, 1998 and at IEEE Infocom, New York,
NY, 1999.
The authors are with the School of Electrical and Computer Engineering,
Purdue University, West Lafayette, IN 47907-1285 USA (e-mail: {junshan}
{echong}@ecn.purdue.edu).
Communicated by M. L. Honig, Associate Editor for Communications.
Publisher Item Identifier S 0018-9448(00)03088-1.
multiuser detection and power control. Multiuser detection
refers to the process of demodulating one or more user data
streams from a nonorthogonal multiplex and is concerned
with designing good receivers to achieve efficient interference
suppression. In particular, among multiuser receivers, linear
receivers have attracted a large amount of attention because
they are practically appealing (see, e.g., [13]–[15], [30]). Power
control, on the other hand, is implemented at the transmitter and
is concerned with allocating powers to fulfill individual users’
Quality-of-Service (QoS) requirements (see, e.g., [7], [9], [28],
[36]). Since both linear receivers and power control are em-
ployed to suppress interference effectively and utilize network
resources efficiently, it is natural to ask how linear receivers
perform in power-controlled systems. In [27], Tse and Hanly
characterized the network capacities for several important
linear receivers via a notion of effective bandwidth, assuming
users have random signatures. (See also earlier work in [9].)
Viswanath, Anantharam, and Tse [31] studied the joint opti-
mization problem of signature allocation and power control, and
obtained simple characterizations of the network capacities of
single-cell systems with linear Minimum-Mean-Square-Error
(MMSE) receivers. However, both [27] and [31] assumed
perfect power control in characterizing the network capacity. In
a practical wireless communication system, due to delays and
errors in power control and time-varying channel conditions, it
is difficult to implement perfect power control, and the received
powers typically fluctuate around the desired levels. Therefore,
it is more appropriate to model the received powers as random.
However, little work has been done on characterizing network
capacity of imperfect power-controlled CDMA systems with
linear receivers in fading channels.
In this paper, we focus primarily on the admissibility and
network capacity of imperfect power-controlled CDMA sys-
tems with matched filter (MF) receivers in fading channels.
Throughout this paper, we assume MF receivers unless speci-
fied otherwise. Each user in the system is assigned a signature
onto which the user’s information symbols are spread. Every
user also has a minimum signal-to-interference (SIR) require-
ment. Roughly speaking, a set of users is said to be admissible
if their simultaneous transmission does not result in violation
of any of their SIR requirements; the network capacity is the
maximum number of admissible users. Following the approach
of [27], [30], we formulate the problem in an asymptotic setting
in which we allow the number of users and the degrees of
freedom (length of the signatures) to grow, while keeping
their ratio fixed. The results are stated in terms of this ratio
of number of users per degree of freedom. A feature that
distinguishes this work from [27] is that the received power for
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