Automatic Learning-based MANET Cross-Layer Parameter Configuration

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	Similar Articles Articles by Karen Zita Haigh Articles by Srivatsan Varadarajan Articles by Choon Yik Tang

26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06)

Lisboa, Portugal

July 04-July 07

ISBN: 0-7695-2541-5

	ASCII Text	x
	Karen Zita Haigh, Srivatsan Varadarajan, Choon Yik Tang, "Automatic Learning-based MANET Cross-Layer Parameter Configuration," Distributed Computing Systems Workshops, International Conference on, pp. 84, 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06), 2006.

	BibTex	x
	@article{ 10.1109/ICDCSW.2006.22, author = {Karen Zita Haigh and Srivatsan Varadarajan and Choon Yik Tang}, title = {Automatic Learning-based MANET Cross-Layer Parameter Configuration}, journal ={Distributed Computing Systems Workshops, International Conference on}, volume = {0}, year = {2006}, issn = {1545-0678}, pages = {84}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDCSW.2006.22}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Distributed Computing Systems Workshops, International Conference on TI - Automatic Learning-based MANET Cross-Layer Parameter Configuration SN - 1545-0678 SP EP A1 - Karen Zita Haigh, A1 - Srivatsan Varadarajan, A1 - Choon Yik Tang, PY - 2006 KW - Auto-Configuration KW - Cross-layer Parameter Adaptation KW - Learning KW - Mobile KW - Wireless VL - 0 JA - Distributed Computing Systems Workshops, International Conference on ER -

Karen Zita Haigh, BBN Technologies, MA

Srivatsan Varadarajan, Honeywell Labs, Minneapolis, MN

Choon Yik Tang, Honeywell Labs, Minneapolis, MN

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDCSW.2006.22

Mobile ad hoc networks (MANETs) operate in highly dynamic environments with limited resources. Current approaches to network configuration are static and ad-hoc, and therefore frequently perform extremely poorly. We describe our approach to network configuration control that relies on automatically learning the relationships among configuration parameters and maintains near-optimal configurations adaptively, even during highly dynamic missions. We present a case study demonstrating the feasibility of the approach.

Index Terms:

Auto-Configuration, Cross-layer Parameter Adaptation, Learning, Mobile, Wireless

Citation:

Karen Zita Haigh, Srivatsan Varadarajan, Choon Yik Tang, "Automatic Learning-based MANET Cross-Layer Parameter Configuration," icdcsw, pp.84, 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06), 2006

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