Localization Method for Wireless Sensor Networks Using Nero-Fuzzy
عنوان مقاله: Localization Method for Wireless Sensor Networks Using Nero-Fuzzy
شناسه ملی مقاله: JR_JADSC-4-1_007
منتشر شده در در سال 1400
شناسه ملی مقاله: JR_JADSC-4-1_007
منتشر شده در در سال 1400
مشخصات نویسندگان مقاله:
Ahmad Javan bakht - Department of Computer Engineering, Azadshar Branch, Islamic Azad University, Azadshahr, Iran
Abolghasem Alibeiki - Department of Computer Engineering, Gonbad Branch, Islamic Azad University, Gonbad, Iran
خلاصه مقاله:
Ahmad Javan bakht - Department of Computer Engineering, Azadshar Branch, Islamic Azad University, Azadshahr, Iran
Abolghasem Alibeiki - Department of Computer Engineering, Gonbad Branch, Islamic Azad University, Gonbad, Iran
A wireless sensor network (W SN) 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 wireless 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 unspecified - position 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 logic fuzzy rules . The estimated average error rate for ۱۲۰ nodes using this method equals to ۲ % of radio range , which is minimal in comparison to APS algorithm .
کلمات کلیدی: Sensor network, Anchor node, Ad-hoc localization system, Fuzzy logic
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1772569/