Improving the Spectral Efficiency of Amplify-and-Forward
Cooperative Relay Network with Adaptive M-QAM
Modulation
Bhuvan Modi and A. Annamalai
Center of Excellence for Communication Systems Technology Research
Department of Electrical & Computer Engineering
Prairie View A&M University, TX 77446, USA
ABSTRACT — This paper investigates the performance of
cooperative amplify-and-forward (CAF) relay networks with
adaptive M-ary quadrature amplitude modulation (M-QAM)
technique in Nakagami-m and Rice wireless fading environments.
We derived closed form upper bound expression for the marginal
MGF of end-to-end SNR of CAF relay system in Nakagami-m
fading to compute average bit error rate (ABER), mean achievable
spectral efficiency, and outage probability performance metrics.
Additionally, along with the above bounding techniques, we have
adopted an accurate approximate MGF of end-to-end SNR of CAF
relay system to compute above mentioned performance metrics.
Employing the above novel approach based on “approximate
MGF” allows us to simplify the computation complexity of
achievable spectral efficiency as well as ABER of CAF relay system
in generalized fading environments by simply replacing appropriate
single channel MGF as readily available. The accuracies of our
analytical results have been validated via Monte Carlo simulations.
Index Terms ---- - cooperative communications, wireless link
adaptation, adaptive M-QAM modulation.
I. MOTIVATION
The demand for wireless communication system in recent
years has necessitated a need to improve the performance,
reliability and data rate of wireless channels. To address these
needs, several attempts have been made on each of these
improvement areas. The broadcast nature of wireless
transmissions has enabled a new communication paradigm
known as “cooperative communication” where the source
node communicates with a destination node with the help of
one or more relay nodes to harness the new form of spatial
diversity and combat multipath fading. This introduced
additional reliability improvements. Adaptive transmission is
yet another powerful wireless communication technique for
improving the spectral efficiency wherein the signal
constellation size, power level and/or coding rate are
“matched” to the prevailing channel conditions based on the
acquired channel-side-information (CSI) on the feedback
channel. Although there have been extensive prior work on
performance analyses of non-adaptive (i.e., fixed-rate or
fixed-power) cooperative diversity systems and also on
adaptive transmission techniques for traditional (non-
cooperative) wireless networks, the art of adaptive link layer
in cooperative wireless networks is still in its infancy [1]-[3].
But theoretical studies of such systems would be of interest to
several emerging IEEE 802 standards such as 802.11s and
802.16j that are considering the use of cooperative techniques
in their multi-hop relay architecture for enhancing coverage,
throughput, and network capacity.
In this paragraph a brief review of prior research on
cooperative diversity with adaptive transmission is discussed.
The problem of optimal power allocation in wireless relay
networks was investigated in [4]-[5], but source rate-
adaptation was not considered. In [6], the author investigated
the adaptive transmission for a two-hop (regenerative and non-
regenerative) relay network (but without the direct source-
destination link) in Rayleigh fading. [7], [8] derived bounds
for the Shannon capacity of link adaptive CAF relay
networks with limited CSI, in which the rate and/or power
level at the source node is adapted according to changing
channel condition. The performance of CAF with constant
power M-QAM adaptive rate transmission when the ABER in
Rayleigh fading is constrained to be below a specified target
bit error rate (BER) is examined in [2] and [3] for fixed and
optimum mode switching thresholds, respectively. In [9], the
performance of discrete-rate adaptive M-QAM for a single
incremental relay in Nakagami-m environment was examined.
In [10], we presented a new analytical framework based on
marginal MGF in conjunction with Fixed-Talbot method [11]
for the computation of ABER, average spectral efficiency and
outage probability performance metrics, which allows us to
convert MGF to CDF. However, the results are only presented
for Nakagami-m fading environments.
In this work, we presented the result for Rice fading channel
using the above technique. However, motivated by the need
for closed form solution, derived closed form expression for
the marginal MGF of end-to-end SNR of CAF relay system by
the use of partial fraction and employ the resulting expression
in direct evaluation of performance metrics of CAF relay
system. However, it is worth to mention that, the partial
expansion decomposition is only applicable for integer m and
more tedious for multiple relay system. Therefore, from
computational efficiency perspective, it is considerably
simpler to program and evaluate the desired ABER, mean
spectral utilization efficiency and outage probability, using
closed form MGF (in conjunction with Fixed-Talbot method
[12]) for non-integer m and high diversity order for any fading
environments (i.e., since the MGF of total received SNR may
This work is supported in part by funding from the US Army Research Office
(Cooperative Agreement W911NF-04-2-0054), US Air Force Research
Laboratory, and the National Science Foundation (0931679 & 1040207).
978-1-4577-0638-7 /11/$26.00 ©2011 IEEE