DocumentCode
1999619
Title
Hardware implementation of a centroid-based localization algorithm for mobile sensor networks
Author
Oliveira, Leonardo L. ; Dessbesell, Gustavo F. ; Martins, João B. ; Monteiro, José
Author_Institution
Fed. Univ. of Santa Maria, Santa Maria, Brazil
fYear
2011
fDate
15-18 May 2011
Firstpage
2829
Lastpage
2832
Abstract
In the context of mobile sensor networks many challenges arise, position estimation being perhaps the most important. Localization is paramount for any application that requires interpretation of the data in a physical context. Collected data has no physical meaning if we are not able to determine the location of the samples of the phenomena under study. The two main sources of power consumption for nodes are the communication and local data processing. In this work we directly target the second one. We present the integrated implementation of a new localization algorithm for mobile wireless sensor networks based on the well-known range-free Centroid method. The proposed architecture splits the original sampling period of the Centroid algorithm into temporal windows in order to maintain a record of past information during movement, allowing for the weighing of the anchors´ coordinates. We dramatically reduce energy consumption by implementing this concept into a dedicated circuit in a 0.13 μm process. We achieved an order of magnitude in energy reduction, dissipating only 1.45 mW and still maintain flexibility.
Keywords
mobile radio; wireless sensor networks; centroid-based localization algorithm; data processing; energy consumption; hardware implementation; mobile wireless sensor network; original sampling period; position estimation; power 1.45 mW; power consumption; size 0.13 mum; temporal window; Accuracy; Algorithm design and analysis; Hardware; Microcontrollers; Mobile communication; Mobile computing; Wireless sensor networks; ASIC design; centroid; mobile sensor network; range-free localization algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location
Rio de Janeiro
ISSN
0271-4302
Print_ISBN
978-1-4244-9473-6
Electronic_ISBN
0271-4302
Type
conf
DOI
10.1109/ISCAS.2011.5938194
Filename
5938194
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