Title :
Performance analysis of a lightweight RSSI-based localization algorithm for Wireless Sensor Networks
Author :
Pormante, Luigi ; Rinaldi, Claudia ; Santic, Marco ; Tennina, Stefano
Author_Institution :
Center of Excellence DEWS, Univ. of L´Aquila, L´Aquila, Italy
Abstract :
Localization systems based on Wireless Sensor Networks (WSNs) have become very popular in recent years and location-awareness is a critical step for upcoming applications and communication systems. This paper presents a new localization algorithm through WSNs, which is based on Received Signal Strength (RSS) measurements. Although the localization accuracy obtained is comparable with existing literature algorithms, the proposed technique proves to be of practical implementation on devices with low computational capabilities as well as efficient in real-time usages. We verified such properties and investigated reachable precision through extensive experimental measurements on indoor and outdoor controlled scenarios, as well as on the real scenario offered by a flat equipped with domotic facilities to increase autonomy of people affected by disabilities.
Keywords :
mobility management (mobile radio); sensor placement; wireless sensor networks; WSN; lightweight RSSI based localization algorithm; localization accuracy; location awareness; received signal strength indicator; wireless sensor networks; Educational institutions; Equations; Estimation; Mathematical model; Real-time systems; Wireless communication; Wireless sensor networks;
Conference_Titel :
Signals, Circuits and Systems (ISSCS), 2013 International Symposium on
Conference_Location :
Iasi
Print_ISBN :
978-1-4799-3193-4
DOI :
10.1109/ISSCS.2013.6651202