Title of article :
Localization Method for Wireless Sensor Networks Using Nero-Fuzzy
Author/Authors :
Alibeiki, Abolghasem Department of Computer Engineering - Islamic Azad University Gonbad Branch, Gonbad , JavanBakht, Ahmad Department of Computer Engineering - Islamic Azad University Azadshahr Branch, Azadshahr
Abstract :
A wireless sensor network includes a series of nods, each of them containing some sensors which have
a role in gathering data about the circuit in which they are distributed. Sensor networks enjoy variety of uses; that is
why they are attracted by many countries. In a sensor network, few nods have already known their position which are
called anchor node; other nods must calculate their position accordingly. In this essay, “received signal strength
indicator” and “Nero-Fuzzy” are used in order to calculate unspecified-position nods’ coordinate. Each unspecifiedposition
node must know the position of some nearing anchor nodes. The more the nodes are, the more precise the
coordinate is. In this essay, unspecified node’s coordinate is estimated according to two or more anchor nodes using
logic fuzzy. Since the range covered by sensor networks is broad, finding all anchor nodes is a time-consuming task and
needs a lot of memory. Therefore, distance limit between anchor nodes and unspecified nodes is considered. The area
around anchor nodes and unspecified nodes is divided reticulated, and then, the unspecified node’s coordinate is
estimated according to fuzzy logic rules. The estimated average error rate for 120 nodes using this method equals to 2%
of radio range, which is minimal in comparison to APS algorithm.
Keywords :
Sensor network , Anchor node , Ad-hoc localization system , Fuzzy logic
Journal title :
Journal of Applied Dynamic Systems and Control