DocumentCode :
243936
Title :
Accurate Localization of Passive Sensors Using Multiple Impedance Measurements
Author :
Slottke, Eric ; Wittneben, Armin
Author_Institution :
Commun. Technol. Lab., ETH Zurich, Zurich, Switzerland
fYear :
2014
fDate :
18-21 May 2014
Firstpage :
1
Lastpage :
5
Abstract :
We consider the problem of locating a sensor in a network of nodes which use inductive coupling as means of interaction. Conventional approaches in this setting require the located node to have a power supply or complex circuitry. By analysis of the circuit model underlying inductive coupling, we develop a localization method which allows for passive nodes with a simple layout. The proposed method reconstructs the unknown position from measurements of the input impedance at a set of reference nodes via the Nelder-Mead simplex algorithm. We show that the accuracy of the localization depends highly on the initialization value used for optimization, and provide a heuristic grid search algorithm to increase the quality of the initial position and thus of the localization process. A lower bound on the performance is provided for a two-dimensional setup; it can be closely met by the proposed localization algorithms in a realistic setup. The results show that the discussed approach can provide very high localization accuracy with a low-complexity node configuration.
Keywords :
electric impedance measurement; sensors; Nelder-Mead simplex algorithm; accurate localization; circuit model; heuristic grid search algorithm; inductive coupling; localization method; multiple impedance measurements; passive sensors; Accuracy; Antennas; Cost function; Impedance measurement; Sensors; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2014 IEEE 79th
Conference_Location :
Seoul
Type :
conf
DOI :
10.1109/VTCSpring.2014.7022806
Filename :
7022806
Link To Document :
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