Optimization of AP placement in indoor fingerprint positioning

Guofeng Chen; Yan Zhang; Fengyu Luan; Limin Xiao; Xiujun Zhang; Shidong Zhou

doi:10.1109/ICTC.2013.6675316

Optimization of AP placement in indoor fingerprint positioning

Guofeng Chen, Yan Zhang, Fengyu Luan, Limin Xiao, Xiujun Zhang, Shidong Zhou

School of Information and Electronics

Tsinghua University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

11 Citations (Scopus)

Abstract

There has been significant development in indoor positioning techniques based on location fingerprinting in wireless networks. AP placement has an impact on indoor fingerprint positioning precision. In this study, a max-min RSS distance method to optimize AP placement in KNN fingerprint positioning is proposed for location accuracy and the simulation results are presented based on IEEE 802.11 TGn channel models.

Original language	English
Title of host publication	2013 International Conference on ICT Convergence
Subtitle of host publication	"Future Creative Convergence Technologies for New ICT Ecosystems", ICTC 2013
Publisher	IEEE Computer Society
Pages	98-100
Number of pages	3
ISBN (Print)	9781479906987
DOIs	https://doi.org/10.1109/ICTC.2013.6675316
Publication status	Published - 2013
Event	2013 International Conference on Information and Communication Technology Convergence, ICTC 2013 - Jeju Island, Korea, Republic of Duration: 14 Oct 2013 → 16 Oct 2013

Publication series

Name	International Conference on ICT Convergence
ISSN (Print)	2162-1233
ISSN (Electronic)	2162-1241

Conference

Conference	2013 International Conference on Information and Communication Technology Convergence, ICTC 2013
Country/Territory	Korea, Republic of
City	Jeju Island
Period	14/10/13 → 16/10/13

Keywords

AP placement
KNN fingerprint
indoor position

Access to Document

10.1109/ICTC.2013.6675316

Cite this

Chen, G., Zhang, Y., Luan, F., Xiao, L., Zhang, X., & Zhou, S. (2013). Optimization of AP placement in indoor fingerprint positioning. In 2013 International Conference on ICT Convergence: "Future Creative Convergence Technologies for New ICT Ecosystems", ICTC 2013 (pp. 98-100). Article 6675316 (International Conference on ICT Convergence). IEEE Computer Society. https://doi.org/10.1109/ICTC.2013.6675316

@inproceedings{aae83e42a4dd40f59280368976d9cfce,

title = "Optimization of AP placement in indoor fingerprint positioning",

abstract = "There has been significant development in indoor positioning techniques based on location fingerprinting in wireless networks. AP placement has an impact on indoor fingerprint positioning precision. In this study, a max-min RSS distance method to optimize AP placement in KNN fingerprint positioning is proposed for location accuracy and the simulation results are presented based on IEEE 802.11 TGn channel models.",

keywords = "AP placement, KNN fingerprint, indoor position",

author = "Guofeng Chen and Yan Zhang and Fengyu Luan and Limin Xiao and Xiujun Zhang and Shidong Zhou",

year = "2013",

doi = "10.1109/ICTC.2013.6675316",

language = "English",

isbn = "9781479906987",

series = "International Conference on ICT Convergence",

publisher = "IEEE Computer Society",

pages = "98--100",

booktitle = "2013 International Conference on ICT Convergence",

address = "United States",

note = "2013 International Conference on Information and Communication Technology Convergence, ICTC 2013 ; Conference date: 14-10-2013 Through 16-10-2013",

}

Chen, G, Zhang, Y, Luan, F, Xiao, L, Zhang, X & Zhou, S 2013, Optimization of AP placement in indoor fingerprint positioning. in 2013 International Conference on ICT Convergence: "Future Creative Convergence Technologies for New ICT Ecosystems", ICTC 2013., 6675316, International Conference on ICT Convergence, IEEE Computer Society, pp. 98-100, 2013 International Conference on Information and Communication Technology Convergence, ICTC 2013, Jeju Island, Korea, Republic of, 14/10/13. https://doi.org/10.1109/ICTC.2013.6675316

Optimization of AP placement in indoor fingerprint positioning. / Chen, Guofeng; Zhang, Yan; Luan, Fengyu et al.
2013 International Conference on ICT Convergence: "Future Creative Convergence Technologies for New ICT Ecosystems", ICTC 2013. IEEE Computer Society, 2013. p. 98-100 6675316 (International Conference on ICT Convergence).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Optimization of AP placement in indoor fingerprint positioning

AU - Chen, Guofeng

AU - Zhang, Yan

AU - Luan, Fengyu

AU - Xiao, Limin

AU - Zhang, Xiujun

AU - Zhou, Shidong

PY - 2013

Y1 - 2013

N2 - There has been significant development in indoor positioning techniques based on location fingerprinting in wireless networks. AP placement has an impact on indoor fingerprint positioning precision. In this study, a max-min RSS distance method to optimize AP placement in KNN fingerprint positioning is proposed for location accuracy and the simulation results are presented based on IEEE 802.11 TGn channel models.

AB - There has been significant development in indoor positioning techniques based on location fingerprinting in wireless networks. AP placement has an impact on indoor fingerprint positioning precision. In this study, a max-min RSS distance method to optimize AP placement in KNN fingerprint positioning is proposed for location accuracy and the simulation results are presented based on IEEE 802.11 TGn channel models.

KW - AP placement

KW - KNN fingerprint

KW - indoor position

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U2 - 10.1109/ICTC.2013.6675316

DO - 10.1109/ICTC.2013.6675316

M3 - Conference contribution

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SN - 9781479906987

T3 - International Conference on ICT Convergence

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BT - 2013 International Conference on ICT Convergence

PB - IEEE Computer Society

T2 - 2013 International Conference on Information and Communication Technology Convergence, ICTC 2013

Y2 - 14 October 2013 through 16 October 2013

ER -

Chen G, Zhang Y, Luan F, Xiao L, Zhang X, Zhou S. Optimization of AP placement in indoor fingerprint positioning. In 2013 International Conference on ICT Convergence: "Future Creative Convergence Technologies for New ICT Ecosystems", ICTC 2013. IEEE Computer Society. 2013. p. 98-100. 6675316. (International Conference on ICT Convergence). doi: 10.1109/ICTC.2013.6675316

Optimization of AP placement in indoor fingerprint positioning

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Keywords

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