Papandriopoulos, John, Dey, Subhrakanti and Evans, Jamie S. (2008) Optimal and Distributed Protocols for Cross-Layer Design of Physical & Transport Layers in MANETs. IEEE/ACM Transactions on Networking, 16 (6). pp. 1392-1405. ISSN 1063-6692
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Abstract
We seek distributed protocols that attain the global
optimum allocation of link transmitter powers and source rates
in a cross-layer design of a mobile ad-hoc network. Although the
underlying network utility maximization is nonconvex, convexity
plays a major role in our development. We provide new convexity
results surrounding the Shannon capacity formula, allowing us to
abandon suboptimal high-SIR approximations that have almost
become entrenched in the literature. More broadly, these new
results can be back-substituted into many existing problems for
similar benefit.
Three protocols are developed. The first is based on a convexification
of the underlying problem, relying heavily on our
new convexity results. We provide conditions under which it
produces a globally optimum resource allocation. We show how
it may be distributed through message passing for both rate- and
power-allocation. Our second protocol relaxes this requirement
and involves a novel sequence of convex approximations, each
exploiting existing TCP protocols for source rate allocation.
Message passing is only used for power control. Our convexity
results again provide sufficient conditions for global optimality.
Our last protocol, motivated by a desire of power control devoid
of message passing, is a near optimal scheme that makes use of
noise measurements and enjoys a convergence rate that is orders
of magnitude faster than existing methods.
Item Type: | Article |
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Keywords: | Optimal; Distributed Protocols; Cross-Layer Design; Physical; Transport Layers; MANETs; |
Academic Unit: | Faculty of Science and Engineering > Electronic Engineering Faculty of Science and Engineering > Research Institutes > Hamilton Institute |
Item ID: | 12720 |
Identification Number: | 10.1109/TNET.2008.918099 |
Depositing User: | Subhrakanti Dey |
Date Deposited: | 09 Apr 2020 09:57 |
Journal or Publication Title: | IEEE/ACM Transactions on Networking |
Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
Refereed: | Yes |
Related URLs: | |
URI: | https://mural.maynoothuniversity.ie/id/eprint/12720 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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