Indoor Localization berbasis RSS Fingerprint Menggunakan IEEE 802.11n
This paper discuss about indoor localization using IEEE 802.11n wireless network using RRS- based fingerprint technique. To perform indoor localization, Nearest Neighbor (NN) algorithm is employed. This research is conducted in hallways at 3rd floor of EE and IT Department building, Gadjah Ma...
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| Main Author: | |
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| Format: | Article PeerReviewed |
| Language: | English |
| Published: |
2012
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| Subjects: | |
| Online Access: | https://repository.ugm.ac.id/33104/1/Indoor_Localization_berbasis_RSS_Fingerprint.pdf https://repository.ugm.ac.id/33104/ |
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| Institution: | Universitas Gadjah Mada |
| Language: | English |
| Summary: | This paper discuss about indoor localization
using IEEE 802.11n wireless network using RRS-
based fingerprint technique. To perform indoor
localization, Nearest Neighbor (NN) algorithm is
employed. This research is conducted in hallways at
3rd floor of EE and IT Department building, Gadjah
Mada University with total dimension of 1969.68 m2.
Fingerprint map is built with two different resolutions
(i.e 1m2 and 2m2). Evaluation of the localization
technique is performed under four configurations.
The result show that the smaller grid dimension is, the
closest the estimated distance is (error is reduced to
2.386 meter). The number of wireless access points
that used in fingerprinting also affects the localization
performance, adding more access points reduce the
localization error to 4.1311 meter. |
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