IEICE TRANSACTIONS on Communications
Self-Organizing Location Estimation Method Using Received Signal Strength
Summary :
The location information of ubiquitous objects is one of the key issues for context-aware systems. Therefore, several positioning systems to obtain precise location information have been researched. However, they have scalability and flexibility problems because they need completely configured space with a large number of sensors. To avoid the problems, we proposed a self-organizing location estimation method that uses ad hoc networks and Self-Organizing Maps and needs no prepared space with a large number of sensors. But, as in other similar precise localization methods, the proposed method needs advanced distance measurements unavailable to conventional wireless communication systems. In this paper, the self-organizing location estimation method's modification for distance measurement that uses received signal strength available to conventional wireless communication systems but which fluctuates uncertainly, is described and location estimation accuracy with the modified method is shown.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E89-B No.10 pp.2687-2695
- Publication Date
- 2006/10/01
- Publicized
- Online ISSN
- 1745-1345
- DOI
- 10.1093/ietcom/e89-b.10.2687
- Type of Manuscript
- Special Section PAPER (Special Section on Mobile Multimedia Communications)
- Category
Authors
Keyword
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Yasuhisa TAKIZAWA, Peter DAVIS, Makoto KAWAI, Hisato IWAI, Akira YAMAGUCHI, Sadao OBANA, "Self-Organizing Location Estimation Method Using Received Signal Strength" in IEICE TRANSACTIONS on Communications,
vol. E89-B, no. 10, pp. 2687-2695, October 2006, doi: 10.1093/ietcom/e89-b.10.2687.
Abstract: The location information of ubiquitous objects is one of the key issues for context-aware systems. Therefore, several positioning systems to obtain precise location information have been researched. However, they have scalability and flexibility problems because they need completely configured space with a large number of sensors. To avoid the problems, we proposed a self-organizing location estimation method that uses ad hoc networks and Self-Organizing Maps and needs no prepared space with a large number of sensors. But, as in other similar precise localization methods, the proposed method needs advanced distance measurements unavailable to conventional wireless communication systems. In this paper, the self-organizing location estimation method's modification for distance measurement that uses received signal strength available to conventional wireless communication systems but which fluctuates uncertainly, is described and location estimation accuracy with the modified method is shown.
URL: https://global.ieice.org/en_transactions/communications/10.1093/ietcom/e89-b.10.2687/_p
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@ARTICLE{e89-b_10_2687,
author={Yasuhisa TAKIZAWA, Peter DAVIS, Makoto KAWAI, Hisato IWAI, Akira YAMAGUCHI, Sadao OBANA, },
journal={IEICE TRANSACTIONS on Communications},
title={Self-Organizing Location Estimation Method Using Received Signal Strength},
year={2006},
volume={E89-B},
number={10},
pages={2687-2695},
abstract={The location information of ubiquitous objects is one of the key issues for context-aware systems. Therefore, several positioning systems to obtain precise location information have been researched. However, they have scalability and flexibility problems because they need completely configured space with a large number of sensors. To avoid the problems, we proposed a self-organizing location estimation method that uses ad hoc networks and Self-Organizing Maps and needs no prepared space with a large number of sensors. But, as in other similar precise localization methods, the proposed method needs advanced distance measurements unavailable to conventional wireless communication systems. In this paper, the self-organizing location estimation method's modification for distance measurement that uses received signal strength available to conventional wireless communication systems but which fluctuates uncertainly, is described and location estimation accuracy with the modified method is shown.},
keywords={},
doi={10.1093/ietcom/e89-b.10.2687},
ISSN={1745-1345},
month={October},}
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TY - JOUR
TI - Self-Organizing Location Estimation Method Using Received Signal Strength
T2 - IEICE TRANSACTIONS on Communications
SP - 2687
EP - 2695
AU - Yasuhisa TAKIZAWA
AU - Peter DAVIS
AU - Makoto KAWAI
AU - Hisato IWAI
AU - Akira YAMAGUCHI
AU - Sadao OBANA
PY - 2006
DO - 10.1093/ietcom/e89-b.10.2687
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E89-B
IS - 10
JA - IEICE TRANSACTIONS on Communications
Y1 - October 2006
AB - The location information of ubiquitous objects is one of the key issues for context-aware systems. Therefore, several positioning systems to obtain precise location information have been researched. However, they have scalability and flexibility problems because they need completely configured space with a large number of sensors. To avoid the problems, we proposed a self-organizing location estimation method that uses ad hoc networks and Self-Organizing Maps and needs no prepared space with a large number of sensors. But, as in other similar precise localization methods, the proposed method needs advanced distance measurements unavailable to conventional wireless communication systems. In this paper, the self-organizing location estimation method's modification for distance measurement that uses received signal strength available to conventional wireless communication systems but which fluctuates uncertainly, is described and location estimation accuracy with the modified method is shown.
ER -
English
