DocumentCode
3143224
Title
Algorithms for local sensor synchronization
Author
Wang, Lixing ; Yang, Yin ; Miao, Xin ; Papadias, Dimitris ; Liu, Yunhao
Author_Institution
Dept. of Comput. Sci. & Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong, China
fYear
2011
fDate
11-16 April 2011
Firstpage
147
Lastpage
158
Abstract
In a wireless sensor network (WSN), each sensor monitors environmental parameters, and reports its readings to a base station, possibly through other nodes. A sensor works in cycles, in each of which it stays active for a fixed duration, and then sleeps until the next cycle. The frequency of such cycles determines the portion of time that a sensor is active, and is the dominant factor on its battery life. The majority of existing work assumes globally synchronized WSN where all sensors have the same frequency. This leads to waste of battery power for applications that entail different accuracy of measurements, or environments where sensor readings have large variability. To overcome this problem, we propose LS, a query processing framework for locally synchronized WSN. We consider that each sensor ni has a distinct sampling frequency fi, which is determined by the application or environment requirements. The complication of LS is that ni has to wake up with a network frequency Fi≥fi, in order to forward messages of other sensors. Our goal is to minimize the sum of Fi without delaying packet transmissions. Specifically, given a routing tree, we first present a dynamic programming algorithm that computes the optimal network frequency of each sensor; then, we develop a heuristic for finding the best tree topology, if this is not fixed in advance.
Keywords
dynamic programming; query processing; trees (mathematics); wireless sensor networks; LS; dynamic programming algorithm; local sensor synchronization algorithm; optimal network frequency; query processing framework; routing tree; sensor readings; tree topology; wireless sensor network; Base stations; Frequency measurement; Frequency synchronization; Routing; Synchronization; Topology; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Engineering (ICDE), 2011 IEEE 27th International Conference on
Conference_Location
Hannover
ISSN
1063-6382
Print_ISBN
978-1-4244-8959-6
Electronic_ISBN
1063-6382
Type
conf
DOI
10.1109/ICDE.2011.5767841
Filename
5767841
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