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Optimizing transmission rate in wireless channels using adaptive probes

Published: 26 June 2006 Publication History

Abstract

We consider a wireless system with multiple channels where each channel is either on or off, and probing the state of any channel incurs a cost. We present a polynomial time algorithm that determines which channels to probe and also which channel to transmit so as to maximize the difference between the rate of successful transmissions and the cost incurred in probing.

References

[1]
S. Guha, K. Munagala, and S. Sarkar. Jointly optimal transmission and probing strategies for multichannel wireless systems. In Proceedings of Conference on Information Sciences and Systems, Princeton, NJ, March 22-24 2006.
[2]
Z. Ji, Y. Yang, J. Zhou, M. Takai, and R. Bagrodia. Exploiting medium access diversity in rate adaptive wireless lans. ACM MOBICOM, 2004.
[3]
V. Kanodia, A. Sabharwal, and E. Knightly. Moar: A multi-channel opportunistic auto-rate media access protocol for ad hoc networks. Proceedings of Broadnets, October 2004.
[4]
A. Sabharwal, A. Khoshnevis, and E. Knightly. Opportunistic spectral usage: Bounds and a multi-band csma/ca protocol. IEEE/ACM Transactions on Networking, 2006. Accepted for publication.

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        cover image ACM Conferences
        SIGMETRICS '06/Performance '06: Proceedings of the joint international conference on Measurement and modeling of computer systems
        June 2006
        404 pages
        ISBN:1595933190
        DOI:10.1145/1140277
        • cover image ACM SIGMETRICS Performance Evaluation Review
          ACM SIGMETRICS Performance Evaluation Review  Volume 34, Issue 1
          Performance evaluation review
          June 2006
          388 pages
          ISSN:0163-5999
          DOI:10.1145/1140103
          Issue’s Table of Contents
        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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        New York, NY, United States

        Publication History

        Published: 26 June 2006

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        Author Tags

        1. multi-channel
        2. probes
        3. wireless

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        Overall Acceptance Rate 459 of 2,691 submissions, 17%

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        • (2025)Multi-Armed Bandits With Costly ProbesIEEE Transactions on Information Theory10.1109/TIT.2024.350686671:1(618-643)Online publication date: Jan-2025
        • (2024)Multi-Armed Bandits with Probing2024 IEEE International Symposium on Information Theory (ISIT)10.1109/ISIT57864.2024.10619238(2080-2085)Online publication date: 7-Jul-2024
        • (2023)Online Learning for Adaptive Probing and Scheduling in Dense WLANsIEEE INFOCOM 2023 - IEEE Conference on Computer Communications10.1109/INFOCOM53939.2023.10228988(1-10)Online publication date: 17-May-2023
        • (2021)Joint AP Probing and Scheduling: A Contextual Bandit ApproachMILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)10.1109/MILCOM52596.2021.9652990(37-42)Online publication date: 29-Nov-2021
        • (2020)Adaptive probing policies for shortest path routingProceedings of the 34th International Conference on Neural Information Processing Systems10.5555/3495724.3496452(8682-8692)Online publication date: 6-Dec-2020
        • (2017)Auctions with Dynamic Costly Information AcquisitionOperations Research10.1287/opre.2016.155865:1(130-144)Online publication date: 1-Feb-2017
        • (2017)Channel Quality Correlation Based Channel Probing in Multiple Channels2017 26th International Conference on Computer Communication and Networks (ICCCN)10.1109/ICCCN.2017.8038454(1-9)Online publication date: Jul-2017
        • (2013)Channel probing in communication systems: Myopic policies are not always optimal2013 IEEE International Symposium on Information Theory10.1109/ISIT.2013.6620563(1934-1938)Online publication date: Jul-2013
        • (2013)Optimal channel probing in communication systems: The two-channel case2013 IEEE Global Communications Conference (GLOBECOM)10.1109/GLOCOM.2013.6831336(1808-1813)Online publication date: Dec-2013
        • (2013)Sequential opportunistic spectrum access with imperfect channel sensingAd Hoc Networks10.1016/j.adhoc.2012.09.00411:3(778-797)Online publication date: 1-May-2013
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