Abstract
Desynchronization algorithms are essential in the design of collision-free medium access control (MAC) mechanisms for wireless sensor networks. Desync is a well-known desyn-chronization algorithm that operates under limited listening. In this paper, we view Desync as a gradient descent method solving a convex optimization problem. This enables the design of a novel decentralized, collision-free, multichannel medium access control (MAC) algorithm. Moreover, by using Nesterov's fast gradient method, we obtain a new algorithm that converges to the steady network state much faster. Simulations and experimental results on an IEEE 802.15.4-based wireless sensor network deployment show that our algorithms achieve signifcantly faster convergence to steady network state and substantially higher throughput compared to the recently standardized IEEE 802.15.4e-2012 time synchronized channel hopping (TSCH) scheme. In addition, our mechanism has a comparable power dissipation with respect to TSCH and does not need a coordinator node or coordination channel.
Original language | English |
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Title of host publication | Proceedings of the 14th International Conference on Information Processing in Sensor Networks |
Publisher | Association for Computing Machinery |
Pages | 13-24 |
Number of pages | 12 |
ISBN (Electronic) | 9781450334754 |
DOIs | |
Publication status | Published - 13 Apr 2015 |
Event | 14th International Symposium on Information Processing in Sensor Networks 2015 - Seattle, United States Duration: 13 Apr 2015 → 16 Apr 2015 |
Conference
Conference | 14th International Symposium on Information Processing in Sensor Networks 2015 |
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Abbreviated title | IPSN 2015 |
Country/Territory | United States |
City | Seattle |
Period | 13/04/15 → 16/04/15 |
Keywords
- Decentralized multichannel coordination
- Desynchronization
- Gradient methods
- Medium access control
- Synchronization
ASJC Scopus subject areas
- Signal Processing
- Electrical and Electronic Engineering
- Computer Networks and Communications