Title :
A multi-dimensional data storage algorithm in wireless sensor networks
Author :
Liao, Wen-Hwa ; Chen, Chun-Chu
Author_Institution :
Dept. of Inf. Manage., Tatung Univ., Taipei, Taiwan
Abstract :
Data-centric storage is an effective and important technique in wireless sensor networks. There are many attributes with range values in an event, so the sensor will need to use multi-dimensional range queries to retrieve data. In this paper, we propose a data storage and range query method for multi-dimensional attributes in wireless sensor networks. The main idea is to map multi-dimensional events to their corresponding range spaces and build an in-network distributed data structure to efficiently gather the data of multi-dimensional range queries. Our performance evaluation shows that our proposed scheme can reduce message cost and hotspot problems to achieve load balancing even when a vast number of the events and sensor nodes are present in a sensor network.
Keywords :
storage management; wireless sensor networks; data centric storage; in-network distributed data structure; multidimensional attributes; multidimensional data storage; multidimensional events; range query method; range spaces; wireless sensor networks; Computer networks; Data structures; Distributed control; Gas detectors; Information management; Memory; Monitoring; Multidimensional systems; Sensor phenomena and characterization; Wireless sensor networks; data-centric storage; multi-dimensional attributes; range query; wireless sensor networks;
Conference_Titel :
Network Operations and Management Symposium (NOMS), 2010 IEEE
Conference_Location :
Osaka
Print_ISBN :
978-1-4244-5366-5
Electronic_ISBN :
1542-1201
DOI :
10.1109/NOMS.2010.5488359