On the Optimal Power Control of Parallel OFDM
Relaying Networks
Yingnan ZHANG and Qiao WANG
School of Information Science and Engineering
Southeast University
Nanjing, 210096, China
Email: {zhangyingnan, qiaowang}@seu.edu.cn
Abstract—We investigate the power allocation problem for
dual-hop parallel OFDM relaying networks where an aggregate
power constraint is imposed on all of the amplify-and-forward
relays. Based on Y. Zhao et al’s recent work, we first formulate
the problem to how to optimally allocate the total power among
all subcarriers such that the system instantaneous information
rate is maximized, then we decompose it into a group of
subproblems which can be solved with Lagrange multiplier
method. Considering the prohibitive complexity to calculate the
optimal solution, we further propose a low-complexity iterative
algorithm to construct a suboptimal solution which converges
very quickly. The simulation results show the performance gap
between suboptimal and the optimal solutions is negligible.
I. I NTRODUCTION
The use of wireless relays is essential to provide broad
coverage for wireless system, hence relaying network has been
regarded as one of the most promising architectures for future
wireless networks.
Power efficiency is a critical design consideration for wire-
less relaying system. Efficient power allocation (PA) among
nodes can improve system performance in terms of instan-
taneous information rate (or end-to-end instantaneous SNR).
In the frequency-flat fading scenario, [1]–[4] focused on the
model of all relays simultaneously transmitting signals to
the destination under different types of power constraint on
all relays. Among them, [1],[2] considered the individual
constraint case, [3] researched the aggregate constraint case,
and [4] considered the hybrid constraint case. For the parallel
model where all relays send signals to the destination in
pre-assigned non-overlapping time slots, [5]–[7] investigated
the joint PA problem among source and all relays. In the
frequency-selective fading scenario, most of the literatures
such as [8]–[10] only considered the single-relay case. For
instance, [8] solved the PA problem at source/relay through a
unified approach, [9] [10] investigated the joint PA problem
where an aggregate power constraint is imposed on both the
source and the relay. For multi-relay case, [11] researched
the model of all relays operating simultaneously where an
aggregate power constraint is imposed on all relays and the
power distribution at the source is given.
This work is supported by 863 Project of China under Grant No.
2007AA01Z262, the Excellent Research Fellow Program under Grant No.
07-E-016 of Jiangsu Province, and Innovation Fund of Southeast University.
Comparing with [11], in this paper we investigate the
PA problem among relays for amplify-and-forward OFDM
relaying networks under the parallel model. Based on the
recent result in the frequency-flat fading scenario [6], we first
simplify the problem to how to optimally allocate the total
power among all subcarriers such that the system instantaneous
information rate is maximized. Then we solve it by solving
K
N
subproblems using Lagrange multiplier method, where
K and N denote the number of relays and subcarriers respec-
tively. Moreover, we propose a quickly convergent iterative
algorithm to construct a suboptimal solution whose perfor-
mance is shown to be very close to that of the optimal one,
in which the number of iterations to calculate the suboptimal
solution is very small (about 3) and is insensitive to K and
N .
The rest of this paper is organized as follows. Section
II describes the system model and formulates the problem.
Section III introduces the result in the frequency-flat fading
scenario. Based on that, in section IV the problem is solved
and a suboptimal solution is also proposed. Section V provides
several numerical results and Section VI concludes the paper.
II. SYSTEM MODEL AND PROBLEM FORMULATION
Consider a relaying network that consists of one
source/destination pair and K non-coherent amplify-and-
forward relays [4]. All relays are assumed to be placed
randomly within the region between source and destination.
The destination is supposed to be unable to receive the
signals from the source directly which may result from high
shadowing between them [8]. OFDM is used for broadband
communication and the available bandwidth is divided into N
subcarriers, in which all channels are assumed to be frequency-
flat fading. In the j -th subcarrier, the channels from source
to the i-th relay and from the i-th relay to destination are
denoted by h
ij
and g
ij
respectively. All relays are supposed to
operate in pre-assigned non-overlapping time slots [6] (parallel
model), hence the data transmission from source to destination
is over K +1 time slots using two hops.
During the first time slot, on the j -th subcarrier the source
sends signal s
j
with power P
s
j
to all relays, and the received
signal of the i-th relay on that subcarrier is
r
ij
= h
ij
s
j
+ w
ij
This full text paper was peer reviewed at the direction of IEEE Communications Society subject matter experts for publication in the IEEE "GLOBECOM" 2009 proceedings.
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