This document provides a survey of the mathematical methods currently used for position estimation in indoor local positioning systems (LPS), particularly those based on radiofrequency signals. The techniques are grouped into four categories: geometry-based methods, minimization of the cost function, fingerprinting, and Bayesian techniques. Comments on the applicability, requirements, and immunity to nonline-of-sight (NLOS) propagation of the signals of each method are provided.
Beschreibung
A survey of mathematical methods for indoor localization - IEEE Xplore Document
%0 Conference Paper
%1 5286582
%A Seco, F.
%A Jimenez, A. R.
%A Prieto, C.
%A Roa, J.
%A Koutsou, K.
%B 2009 IEEE International Symposium on Intelligent Signal Processing
%D 2009
%K ml4pos survey
%P 9-14
%R 10.1109/WISP.2009.5286582
%T A survey of mathematical methods for indoor localization
%U http://ieeexplore.ieee.org/abstract/document/5286582/
%X This document provides a survey of the mathematical methods currently used for position estimation in indoor local positioning systems (LPS), particularly those based on radiofrequency signals. The techniques are grouped into four categories: geometry-based methods, minimization of the cost function, fingerprinting, and Bayesian techniques. Comments on the applicability, requirements, and immunity to nonline-of-sight (NLOS) propagation of the signals of each method are provided.
@inproceedings{5286582,
abstract = {This document provides a survey of the mathematical methods currently used for position estimation in indoor local positioning systems (LPS), particularly those based on radiofrequency signals. The techniques are grouped into four categories: geometry-based methods, minimization of the cost function, fingerprinting, and Bayesian techniques. Comments on the applicability, requirements, and immunity to nonline-of-sight (NLOS) propagation of the signals of each method are provided.},
added-at = {2017-07-21T15:26:10.000+0200},
author = {Seco, F. and Jimenez, A. R. and Prieto, C. and Roa, J. and Koutsou, K.},
biburl = {https://www.bibsonomy.org/bibtex/2643541f102b8bc6a264190c4358850be/alexgrimm94},
booktitle = {2009 IEEE International Symposium on Intelligent Signal Processing},
description = {A survey of mathematical methods for indoor localization - IEEE Xplore Document},
doi = {10.1109/WISP.2009.5286582},
interhash = {b19545b9fb69b666a8d146225f5c45ac},
intrahash = {643541f102b8bc6a264190c4358850be},
keywords = {ml4pos survey},
month = aug,
pages = {9-14},
timestamp = {2017-07-21T15:26:10.000+0200},
title = {A survey of mathematical methods for indoor localization},
url = {http://ieeexplore.ieee.org/abstract/document/5286582/},
year = 2009
}