Integrated heterogeneous infrastructure for indoor positioning

Yi Wei Ma; Jiann Liang Chen; Yao Hong Tsai; Pen Chan Chou; Shyue Kung Lu; Sy Yen Kuo

doi:10.1007/978-3-319-49145-5_25

Integrated heterogeneous infrastructure for indoor positioning

Yi Wei Ma^*
, Jiann Liang Chen
, Yao Hong Tsai
, Pen Chan Chou
, Shyue Kung Lu
, Sy Yen Kuo

^*Corresponding author for this work

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

Abstract

This work proposes a novel Integrated Heterogeneous Infrastructure for Indoor Positioning (IHIIP) with a low-energy Bluetooth beacon to obtain positioning data. This study defines the fuzzy area of subspace selection to improve the indoor positioning accuracy. This study proposed a novel threshold mechanisms are used to select the signal transmitter for positioning and thus improve current positioning accuracy of indoor environment. The IHIIP outperforms both Wi-Fi Access Point (AP) and Beacon in that it provides greater positioning accuracy. Experimental results demonstrate that the mean error distance is 1.29 m only using Wi-Fi AP, 1.33 m only using Beacon and 1.21 m in the proposed IHIIP for indoor positioning.

Original language	English
Title of host publication	Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings
Editors	Sabu M. Thampi, Guojun Wang, Indrakshi Ray, Jose M. Alcaraz Calero
Publisher	Springer Verlag
Pages	249-256
Number of pages	8
ISBN (Print)	9783319491448
DOIs	https://doi.org/10.1007/978-3-319-49145-5_25
State	Published - 2016
Externally published	Yes
Event	9th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2016 - Zhangjiajie, China Duration: 16 11 2016 → 18 11 2016

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10067 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2016
Country/Territory	China
City	Zhangjiajie
Period	16/11/16 → 18/11/16

Bibliographical note

Publisher Copyright:
© Springer International Publishing AG 2016.

Keywords

Beacon
Bluetooth 4.0 low energy
Fingerprinting
Indoor positioning
K-Nearest Neighbors (KNN)
Multilateration
Received Signal Strength Indication (RSSI)

Access to Document

10.1007/978-3-319-49145-5_25

Cite this

Ma, Y. W., Chen, J. L., Tsai, Y. H., Chou, P. C., Lu, S. K., & Kuo, S. Y. (2016). Integrated heterogeneous infrastructure for indoor positioning. In S. M. Thampi, G. Wang, I. Ray, & J. M. Alcaraz Calero (Eds.), Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings (pp. 249-256). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10067 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-49145-5_25

Ma, Yi Wei ; Chen, Jiann Liang ; Tsai, Yao Hong et al. / Integrated heterogeneous infrastructure for indoor positioning. Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings. editor / Sabu M. Thampi ; Guojun Wang ; Indrakshi Ray ; Jose M. Alcaraz Calero. Springer Verlag, 2016. pp. 249-256 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{7c712ff202cf4234b748e727453c93b0,

title = "Integrated heterogeneous infrastructure for indoor positioning",

abstract = "This work proposes a novel Integrated Heterogeneous Infrastructure for Indoor Positioning (IHIIP) with a low-energy Bluetooth beacon to obtain positioning data. This study defines the fuzzy area of subspace selection to improve the indoor positioning accuracy. This study proposed a novel threshold mechanisms are used to select the signal transmitter for positioning and thus improve current positioning accuracy of indoor environment. The IHIIP outperforms both Wi-Fi Access Point (AP) and Beacon in that it provides greater positioning accuracy. Experimental results demonstrate that the mean error distance is 1.29 m only using Wi-Fi AP, 1.33 m only using Beacon and 1.21 m in the proposed IHIIP for indoor positioning.",

keywords = "Beacon, Bluetooth 4.0 low energy, Fingerprinting, Indoor positioning, K-Nearest Neighbors (KNN), Multilateration, Received Signal Strength Indication (RSSI)",

author = "Ma, \{Yi Wei\} and Chen, \{Jiann Liang\} and Tsai, \{Yao Hong\} and Chou, \{Pen Chan\} and Lu, \{Shyue Kung\} and Kuo, \{Sy Yen\}",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2016.; 9th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2016 ; Conference date: 16-11-2016 Through 18-11-2016",

year = "2016",

doi = "10.1007/978-3-319-49145-5\_25",

language = "英语",

isbn = "9783319491448",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "249--256",

editor = "Thampi, \{Sabu M.\} and Guojun Wang and Indrakshi Ray and \{Alcaraz Calero\}, \{Jose M.\}",

booktitle = "Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings",

address = "德国",

}

Ma, YW, Chen, JL, Tsai, YH, Chou, PC, Lu, SK & Kuo, SY 2016, Integrated heterogeneous infrastructure for indoor positioning. in SM Thampi, G Wang, I Ray & JM Alcaraz Calero (eds), Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10067 LNCS, Springer Verlag, pp. 249-256, 9th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2016, Zhangjiajie, China, 16/11/16. https://doi.org/10.1007/978-3-319-49145-5_25

Integrated heterogeneous infrastructure for indoor positioning. / Ma, Yi Wei; Chen, Jiann Liang; Tsai, Yao Hong et al.
Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings. ed. / Sabu M. Thampi; Guojun Wang; Indrakshi Ray; Jose M. Alcaraz Calero. Springer Verlag, 2016. p. 249-256 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10067 LNCS).

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

TY - GEN

T1 - Integrated heterogeneous infrastructure for indoor positioning

AU - Ma, Yi Wei

AU - Chen, Jiann Liang

AU - Tsai, Yao Hong

AU - Chou, Pen Chan

AU - Lu, Shyue Kung

AU - Kuo, Sy Yen

N1 - Publisher Copyright: © Springer International Publishing AG 2016.

PY - 2016

Y1 - 2016

N2 - This work proposes a novel Integrated Heterogeneous Infrastructure for Indoor Positioning (IHIIP) with a low-energy Bluetooth beacon to obtain positioning data. This study defines the fuzzy area of subspace selection to improve the indoor positioning accuracy. This study proposed a novel threshold mechanisms are used to select the signal transmitter for positioning and thus improve current positioning accuracy of indoor environment. The IHIIP outperforms both Wi-Fi Access Point (AP) and Beacon in that it provides greater positioning accuracy. Experimental results demonstrate that the mean error distance is 1.29 m only using Wi-Fi AP, 1.33 m only using Beacon and 1.21 m in the proposed IHIIP for indoor positioning.

AB - This work proposes a novel Integrated Heterogeneous Infrastructure for Indoor Positioning (IHIIP) with a low-energy Bluetooth beacon to obtain positioning data. This study defines the fuzzy area of subspace selection to improve the indoor positioning accuracy. This study proposed a novel threshold mechanisms are used to select the signal transmitter for positioning and thus improve current positioning accuracy of indoor environment. The IHIIP outperforms both Wi-Fi Access Point (AP) and Beacon in that it provides greater positioning accuracy. Experimental results demonstrate that the mean error distance is 1.29 m only using Wi-Fi AP, 1.33 m only using Beacon and 1.21 m in the proposed IHIIP for indoor positioning.

KW - Beacon

KW - Bluetooth 4.0 low energy

KW - Fingerprinting

KW - Indoor positioning

KW - K-Nearest Neighbors (KNN)

KW - Multilateration

KW - Received Signal Strength Indication (RSSI)

UR - https://www.scopus.com/pages/publications/84995887343

U2 - 10.1007/978-3-319-49145-5_25

DO - 10.1007/978-3-319-49145-5_25

M3 - 会议稿件

AN - SCOPUS:84995887343

SN - 9783319491448

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 249

EP - 256

BT - Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings

A2 - Thampi, Sabu M.

A2 - Wang, Guojun

A2 - Ray, Indrakshi

A2 - Alcaraz Calero, Jose M.

PB - Springer Verlag

T2 - 9th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2016

Y2 - 16 November 2016 through 18 November 2016

ER -

Ma YW, Chen JL, Tsai YH, Chou PC, Lu SK, Kuo SY. Integrated heterogeneous infrastructure for indoor positioning. In Thampi SM, Wang G, Ray I, Alcaraz Calero JM, editors, Security, Privacy and Anonymity in Computation, Communication and Storage - SpaCCS 2016 International Workshops, Proceedings. Springer Verlag. 2016. p. 249-256. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-49145-5_25

Integrated heterogeneous infrastructure for indoor positioning

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

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