Title :
A Novel Query Optimization Method for Wireless Sensor Networks
Author_Institution :
Univ. of Oulu, Oulu
Abstract :
This paper presents a novel query optimization method for wireless sensor networks. By taking advantage of the delay constraint specified with a query, the method can find the optimal combinations of sending sensor data from nodes to sink, with or without performing data processing. System models for cost and timing of both computation and communication are created. Conditions of performing optimization are described accordingly. Three cases of possible optimization are discussed. Finally, performance of the proposed method is evaluated. It shows that the proposed method achieves better performance than without performing the optimization.
Keywords :
optimisation; queueing theory; wireless sensor networks; data processing; query optimization method; wireless sensor networks; Costs; Data processing; Delay; Energy consumption; Optimization methods; Query processing; Sampling methods; Sensor systems; Timing; Wireless sensor networks;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1144-3
Electronic_ISBN :
978-1-4244-1144-3
DOI :
10.1109/PIMRC.2007.4394841