Title :
Weighted Centroid Localization in Zigbee-based Sensor Networks
Author :
Blumenthal, Jan ; Grossmann, Ralf ; Golatowski, Frank ; Timmermann, Dirk
Author_Institution :
Inst. of Appl. Microelectron. & CE, Rostock
Abstract :
Localization in wireless sensor networks gets more and more important, because many applications need to locate the source of incoming measurements as precise as possible. Weighted centroid localization (WCL) provides a fast and easy algorithm to locate devices in wireless sensor networks. The algorithm is derived from a centroid determination which calculates the position of devices by averaging the coordinates of known reference points. To improve the calculated position in real implementations, WCL uses weights to attract the estimated position to close reference points provided that coarse distances are available. Due to the fact that Zigbee provides the link quality indication (LQI) as a quality indicator of a received packet, it can also be used to estimate a distance from a node to reference points.
Keywords :
indicators; wireless sensor networks; Zigbee-based wireless sensor networks; link quality indicator; received signal strength indicator; weighted centroid localization; Application software; Automation; Computer science; Electric variables measurement; Intelligent sensors; Microelectronics; Signal processing; Time measurement; Wireless sensor networks; ZigBee; CC2420; Distance Determination; Link Quality (LQI); Received Signal Strength Indicator (RSSI); Sensor Networks; Weighted Centroid Localization; Zigbee;
Conference_Titel :
Intelligent Signal Processing, 2007. WISP 2007. IEEE International Symposium on
Conference_Location :
Alcala de Henares
Print_ISBN :
978-1-4244-0829-0
Electronic_ISBN :
978-1-4244-0830-6
DOI :
10.1109/WISP.2007.4447528