DocumentCode
3360404
Title
Mobile sensor node localization and path planning for ubiquitous service
Author
Luo, Ren C. ; Hong, Yu-Da ; Hsu, Wei-Lung ; Huang, Sung-Sheng
Author_Institution
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fYear
2009
fDate
9-12 Aug. 2009
Firstpage
1116
Lastpage
1121
Abstract
This paper is based on sensor network theory aim to localize the mobile sensor node. Our mobile sensor node is used to apply ubiquitous service in indoor environment. Therefore the localization and path planning for mobile sensor node is an essential factor. Path planning technology plays an important role in mobile sensor node. The mobile sensor node must successfully find a collision free path to reach from start point to goal point. And this path is the minimum distance. We propose a method to solve path planning problem which the model of non-vertexes (circle) obstacles is constructed to two-dimension map. Indoor localization technology which we developed is RSS (Received Signal Strength) in this paper. We use wireless LAN medium (Zigbee) to implement. RSS data can be transformed to distance by path lost function. Due to the radio frequency is significantly affected by diffraction, reflections, scattering and multi-path. In order to reduce the measurement error of RSS value we utilize Kalman filter theory. Besides, scale invariant feature transform (SIFT) has been implement on the robot to identify object with camera.
Keywords
Kalman filters; collision avoidance; mobile robots; wireless LAN; wireless sensor networks; Kalman filter theory; collision avoidance; indoor localization technology; mobile sensor node localization; nonvertexes obstacles; path lost function; path planning; radio frequency; received signal strength; scale invariant feature transform; sensor network theory; ubiquitous service; wireless LAN medium; Diffraction; Indoor environments; Measurement errors; Path planning; Radio frequency; Reflection; Robots; Scattering; Wireless LAN; ZigBee; Kalman filter; RSS; SIFT; localization; path planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location
Changchun
Print_ISBN
978-1-4244-2692-8
Electronic_ISBN
978-1-4244-2693-5
Type
conf
DOI
10.1109/ICMA.2009.5246073
Filename
5246073
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