In a wireless ad hoc network, a wireless node not only acts as a source or a
destination, but also works as a relay to help forward messages for other sourcedestination
pairs. In general, cooperative transmission methods can be classified
as transmitter cooperation and receiver cooperation, depending on whether cooperation
is among transmitters or among receivers. One of the most fundamental
concerns in cooperative communication is to comprehend the performance limits
in the networks with cooperation. That leads to a growing demand on the area of
network information theory and especially the topic of relay networks. Based on
the considerations above, we analyze two kinds of networks respectively. One is
wireless networks with receiver cooperation, and the other one is wireless networks
with full cooperation in which both transmitter cooperation and receiver cooperation
exist. In order to demonstrate the problem in a simple and direct way, we
assume that there are two source-destination pairs in both networks we concern,
and that the channel state is fixed and perfectly known at all nodes.
In the wireless network with receiver cooperation, we assume that there is a
direct link between the source and the destination of a pair. Besides there is also a
cross link between a non-paired source node and a destination node. Furthermore,
the two destination nodes have cooperative links between them for the cooperation.
For the frequency-flat model, a cut-set outer bound and a cooperative coding
strategy are derived. We use Matlab to see the performance of the proposed strategy,
and compare it with the outer bound and two other strategies in the scenario
of high signal to noise ratio (SNR) and low SNR, respectively. Moreover, we found
that our proposed strategy achieves the outer bound in a special case. Then, we
extend the model to a frequency-selective one, in which each node can take several
subcarriers to transmit messages. We develop two resource allocation methods to
maximize the sum rate, and compare them with two counterparts in the regimes of
high SNR and low SNR.We also compare them in terms of computational complexity, and realize the tradeoff between the sum rate and computational complexity.
In order to present the problem in a more general way, we add cooperative
links between the two source nodes in the model of wireless networks with full
cooperation. In this model, each source node can also work as a relay to help
forward messages of the other source-destination pair. Therefore, there exist three
relay paths for either source-destination pair. The first one is a two-hop path by
the other destination node as relay. The second one is a two-hop path by the
other source node as relay. The last one is a three-hop path by the other two
nodes as relay. Likewise, an outer bound in the scenario of frequency-flat channel
is given for comparison and a forwarding strategy is proposed. We evaluate the
performance of the strategy under different channel conditions. It is shown that
there is a gap between the proposed strategy and the outer bound in every case
we have for full cooperation. Besides, its performance in high SNR regime and
low SNR regime are also studied. For the scenario of frequency-selective channel,
we utilize similar resource allocation methods used in the networks with receiver
cooperation, and compare them with two other schemes in terms of sum rate and
computational complexity.
| Date of Award | 4 Oct 2010 |
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| Original language | English |
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| Awarding Institution | - City University of Hong Kong
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| Supervisor | Chi Wan SUNG (Supervisor) |
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- Resource allocation
- Wireless communication systems
- MIMO systems
Transmission strategies and resource allocation for wireless cooperative networks
ZHANG, P. (Author). 4 Oct 2010
Student thesis: Master's Thesis