Please use this identifier to cite or link to this item:
|Title:||Coordinated rate control in wireless sensor network|
|Source:||Saoseng, J.-Y.,Tham, C.-K. (2006). Coordinated rate control in wireless sensor network. 2006 IEEE Singapore International Conference on Communication Systems, ICCS 2006 : -. ScholarBank@NUS Repository. https://doi.org/10.1109/ICCS.2006.301434|
|Abstract:||We consider the problem of achievable throughput maximization in wireless sensor network. Implementing a multi-agent system enables these nodes to perform sensing tasks in coordinated manner to achieve some desired system-wide objective. Our study results in a bandwidth allocation strategy that assigns a near-optimal transmission policy while adapting to the current traffic, channel load, and buffer occupancy. We present a reinforcement learning approach to rate control in wireless sensor network. A novel feature of our method lays in the incorporation of external coordination signals produced by a variant of belief propagation in graphical models. © 2006 IEEE.|
|Source Title:||2006 IEEE Singapore International Conference on Communication Systems, ICCS 2006|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Dec 13, 2017
checked on Dec 9, 2017
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.