Feedback in wireless networks cross-layer design, secrecy and reliability /
Abstract (Summary)
The central theme of this dissertation is the impact of feedback on the performance
of wireless networks. Wireless channels offer a multitude of new challenges
and opportunities that are uncharacteristic of wireline systems. We reveal the crucial
role of feedback in exploiting the opportunities and in overcoming the challenges
posed by the wireless medium. In particular, we consider three distinct scenarios and
demonstrate the different ways in which feedback helps improve performance.
We first consider cellular multicast channels and show that the availability of feedback
allows for the cross-layer design of efficient multicast schedulers. Here we focus
on two types of feedback scenarios: perfect channel state information (CSI) feedback
and automatic repeat request (ARQ) feedback. We propose low-complexity multicast
schedulers that achieve near-optimal asymptotic throughput-delay tradeoffs for both
feedback scenarios. We further propose a cooperative multicast scheduler, requiring
perfect CSI feedback, that achieves the optimal asymptotic scaling of both throughput
and delay with the number of users. For the multiple transmit antenna scenario,
we show that the wireless multicast gain dominates the throughput performance of
multicast schedulers and demonstrate the near-optimality of the proposed worst user
scheduler with a large number of transmit antennas.
Next, we consider fading eavesdropper channels and reveal the importance of
feedback in establishing secure communications. We characterize the secrecy capacity
ii
of such channels under the assumptions of full CSI and main (legitimate) channel
CSI knowledge at the transmitter, and propose optimal rate and power allocation
strategies. Interestingly, we show that the availability of CSI feedback enables one
to exploit the time-varying nature of the wireless medium and achieve a perfectly
secure non-zero rate even when the eavesdropper channel is more capable than the
legitimate receiver channel on the average. We further establish the critical role of
rate adaptation, based on the main channel CSI, in facilitating secure communications
over slow fading channels. We also propose a low-complexity on/off power allocation
strategy and establish its asymptotic optimality. We then consider a minimal ARQ
feedback scenario and propose transmission schemes that leverage the ARQ feedback
to achieve non-zero perfect secrecy rates even when the eavesdropper has a superior
channel on the average. Thereby, we establish the positive impact of feedback on the
secrecy capacity of fading channels.
Finally, we consider ARQ channels with strict delay deadline constraints and
demonstrate the impact of ARQ feedback on reliability. We show that ARQ feedback
can be exploited to significantly improve the achievable error exponents, and propose
an Incremental Redundancy ARQ (IR-ARQ) scheme that significantly outperforms
the schemes based on memoryless decoding.
iii
To Amma, Achan, and Chinnu, for their love and support.
iv
Bibliographical Information:
Advisor:
School:The Ohio State University
School Location:USA - Ohio
Source Type:Master's Thesis
Keywords:wireless communication systems feedback control multicasting computer networks scheduling
ISBN:
Date of Publication: