Power Allocation for Goodput Optimization in
BICM-OFDM systems
I. Stupia†, L. Vandendorpe‡, J. Louveaux‡, F. Giannetti†, V. Lottici†, N.A. D’Andrea†
†Department of Information Engineering, University of Pisa,
Via G. Caruso, 16 - I-56122 Pisa, Italy
‡Communications and Remote Sensing Lab, Universit´ e Catholique de Louvain,
Place du Levant, 2 - B-1348 Louvain La Neuve, Belgium
{ivan.stupia, f ilippo.giannetti, vincenzo.lottici, aldo.dandrea }@iet.unipi.it,
{luc.vandendorpe, jerome.louveaux}@uclouvain.be
Abstract—This paper deals with the power allocation problem
for coded multicarrier transmission. Specifically, we focus on a
bit interleaved coded modulation (BICM) packet transmission
implemented with Orthogonal Frequency Division Multiplexing
(OFDM) and in the presence of automatic repeat request (ARQ)
protocol. Capitalizing on the binary-input output-symmetric
(BIOS) nature of the BICM channel it is provided a simple
upper-bound of the rate of information bits received without
any error, the so called goodput. Based on this theoretical
characterization, we develop a power allocation strategy among
the different subcarriers so that the system goodput performance
metric is maximized. The effectiveness of the proposed method
is numerically testified for BICM-OFDM transmission in the
context of the typical WLAN scenario.
I. I NTRODUCTION
At the high data rates typically required to support mul-
timedia services, harsh multipath propagation conditions are
typically experienced in both urban outdoor and indoor terres-
trial scenarios, thereby making the design of an efficient and
reliable transmission scheme a particularly demanding task.
A viable answer to this need consists in a cross-layer design
approach where a mix of up-to-date efficient techniques for
modulation, channel coding and link adaptation are properly
combined. In the context of high data rate transmissions
over wireless frequency selective channels, one of the most
efficient modulation formats is represented by multicarrier
(MC) techniques. In the form of orthogonal frequency division
multiplexing (OFDM), MC schemes have been embedded in
several standards such as Wi-Fi WLAN IEEE 802.11 a/g/n,
Wi-Max broadband wireless access IEEE 802.16, and digital
audio and video broadcasting (DAB and DVB). In order to fur-
ther increase the system robustness against the troubles arising
from the wireless propagation channels, an efficient modula-
tion scheme has to be combined, however, with an as much as
powerful channel coding technique. This is the case of BICM,
which was proposed in 1992 by Zehavi as a pragmatic coding
scheme for bandwidth-efficient communications [1]. This is
based on the insertion of a bit-interleaver between the channel
encoder and the modulator in order to increase the diversity
order. Later, a theoretical foundation for BICM was given by
Caire, Taricco and Biglieri [2]. Different methods to evaluate
the performances of BICM systems have been proposed. Most
of them are based on the union bound and the expurgation
technique proposed in [2]. Recently, in [3], thanks to the
binary-input output-symmetric (BIOS) nature of the channel,
a simple yet accurate computation of the Pair-Wise Error
Probability (PEP) based on the saddlepoint approximation has
been provided. In [10] this approach has been extended to
the MIMO-BICM systems. The superior code diversity and
the design flexibility of BICM have motivated many common
wireless applications. For instance IEEE 802.11 WLAN is an
application of BICM which is implemented with OFDM.
The goal of a cross-layer design is fully achieved on
condition that efficient link adaptation schemes be properly
employed as well. The idea is to optimize the overall system
performance under the constraint of fixed radio resources. To
this end, the water-filling policy [11] has gained a considerable
interest to power and bit resource allocation across the subcar-
riers of a OFDM-based system. In [4], through the extension
of the conventional BICM-OFDM Pair-Wise Error Probability
(PEP) analysis, a bit and power allocation algorithm has been
proposed to improve the total bit-rate. However, in some
WLAN-based applications, only error-free packets are kept
by the receiver, while the others are retransmitted through an
automatic repeat request (ARQ) retransmission mechanism.
Therefore, an optimized allocation strategy has necessarily
to maximize over the available resources the number of
transmitted bits in the error-free packet by unit of time, or
goodput for short. Based on the above baseline and differently
from the works published so far in the literature, the aim of
this paper is to present a power allocation strategy that aims
at improving the goodput achievable in a packet-based BICM-
OFDM sytems. The theoretical foundation of the allocation
algorithms consists in a simplified PEP analysis. After de-
lineating in Sect. II the BICM-OFDM model, Sect. III will
be devoted to the evaluation of a simple upper bound of the
goodput metric. Simulation results will be provided in Sect.
IV for a typical WLAN scenario, followed some concluding
remarks in Sect. V.
Notations: Matrices are in upper case bold while column
vectors are in lower case bold with an underscore. (·)
T
is
used to denote the transpose and D(·) is the diagonalization
operator which converts an N -dimensional vector into an N ×
This full text paper was peer reviewed at the direction of IEEE Communications Society subject matter experts for publication in the ICC 2008 proceedings.
978-1-4244-2075-9/08/$25.00 ©2008 IEEE