DocumentCode
2086473
Title
Implementing indoor positioning system via ZigBee devices
Author
Zhao, Yao ; Dong, Liang ; Wang, Jiang ; Hu, Bo ; Fu, Yuzhuo
Author_Institution
Dept. of Electr. & Comput. Eng., Western Michigan Univ., Kalamazoo, MI
fYear
2008
fDate
26-29 Oct. 2008
Firstpage
1867
Lastpage
1871
Abstract
A wireless indoor positioning system is developed with the ZigBee technology. ZigBee devices with chipset reference designs or design-in modules are used for hardware implementation. Using Jennic´s JN5121 and Texas Instrument´s CC2430 system-on-chip modules for 2.4 GHz IEEE 802.15.4 and ZigBee, we developed the indoor positioning system testbed. Channel measurements via the testbed verified the log-normal indoor channel propagation model and were used to calculate the model parameters. We proposed an effective cooperative localization algorithm that is tailored to the ZigBee profile. It uses the ZigBee link quality indicator, which is directly related to the received signal strength, to acquire the pair-wise distances between the nodes in the network. In order to yield positioning accuracy, the algorithm combines the multidimensional scaling with the maximum likelihood estimation, and overcomes their inherent drawbacks.
Keywords
maximum likelihood estimation; personal area networks; position control; system-on-chip; telecommunication standards; wireless channels; IEEE 802.15.4; Jennic´s JN5121; Texas Instrument´s CC2430; ZigBee devices; chipset reference designs; design in modules; frequency 2.4 GHz; hardware implementation; log normal indoor channel propagation; maximum likelihood estimation; multidimensional scaling; positioning accuracy; system-on-chip modules; wireless indoor positioning; Coordinate measuring machines; Global Positioning System; Instruments; Maximum likelihood estimation; Multidimensional systems; Position measurement; Shape measurement; System testing; Wireless networks; ZigBee;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4244-2940-0
Electronic_ISBN
1058-6393
Type
conf
DOI
10.1109/ACSSC.2008.5074752
Filename
5074752
Link To Document