Exploiting Feedback in Cooperative Relay Networks
Author
Ahmed, Nasir
Date
2005-08-01Abstract
Recent results on multiple antenna transmission techniques have shown great po-
tential in their ability to improve the overall performance in fading channels. Despite
the promise shown by employing multiple antenna's, practical implementations may
not be feasible due to size and hardware limitations of mobile nodes. Cooperative Cod-
ing is a new transmission paradigm which pools together the resources of neighboring
nodes in a network to improve performance without requiring multiple antennas at
any of the mobile devices.
The power of node collaboration can be seen by considering the relay channel,
the simplest cooperative network. Recently, protocols have been developed for the
wireless relay channel that allow the network to behave as a virtual multiple antenna
system. In this thesis we show that in addition to e±cient network protocols, exploit-
ing channel state information can yield even more performance in the relay setting
by allowing for temporal power and rate control.
When power control is used for a given transmission rate, minimizing the outage
probability is the appropriate method to maximize performance in the block fading
channel. In a relay setting, we derive the optimal power control strategy when the
transmitters in the network have perfect knowledge of the network channel state. In
practice having perfect channel state knowledge at the transmitters is not possible. In
this direction, we derive a power control policy that minimizes the outage probability
based on the rate of the feedback link. Interestingly, we observe that only a few bits
of feedback are needed to extract much of the gains of the perfect feedback power
control policy.
For applications that can support a variable rate of transmission, such as data
transfers, the feedback can be used to vary both the transmission rate and power.
The appropriate performance metric in this case is throughput. We derive throughput
maximizing policies for various cooperative transmission protocols. Once again, we
show that with a limited rate of feedback, signi¯cant throughput gains are possible in
relay networks. Interestingly, we show that simultaneous power and rate adaptation is
usually not needed. For small average power constraints, power control is imperative,
while for large average powers, rate control is su±cient to achieve a large throughput.
Our results reveal that power and rate adaptation can lead to signi¯cant perfor-
mance improvements. Even a few bits of feedback can lead to large power savings and
throughput gains, and as a result, channel state feedback can be readily implemented
with minimal communication overhead in next generation protocols.
Description
PhD Thesis
Citation
Keyword
Type
Thesis
Citable link to this page
https://hdl.handle.net/1911/19671Metadata
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