Skip to main content
Top

2018 | OriginalPaper | Chapter

A Novel for Light-Weighted Indoor Positioning Algorithm with Hybridizing Trilateration and Fingerprinting Method Considering Bluetooth Low Energy Environment

Authors : Jaeho Lee, Bong-Ki Son

Published in: Advances in Computer Science and Ubiquitous Computing

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

IPS (Indoor Positioning System) has been considered as one of mostly challengeable technical issues at the focus of accuracy and differentiation even though it has been researched long times ago, and many of researches found that fingerprinting approach can show better accuracy comparing with previous trilateration-based schemes. However, regarding huge indoor place, there can be significant calculation problem issue due to a lot of cells to be pre-surveyed radio map and the great number of location anchor point such as beacon device. Furthermore, this can aggregate life time of user handheld devices which would be generally tiny shape and insufficient energy resource. In this paper, we present a new scheme which was researched with a unique goal for improving calculational computing power, with hibridizing traditional trilateration and recently issued fingerprinting approaches under the Bluetooth low energy environment. In addition, we also present experiment results with analytical evaluations to prove the performance of proposed scheme.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Oh, J.: 3D indoor positioning system based on smartphone. J. Korea Inf. Commun. Soc. (KICS) 38C(12), 1126–1133 (2013) Oh, J.: 3D indoor positioning system based on smartphone. J. Korea Inf. Commun. Soc. (KICS) 38C(12), 1126–1133 (2013)
2.
go back to reference Hyun, N., Lim, I., Lee, J.: Location estimation method of positioning system utilizing the iBeacon. J. Korea Inst. Inf. Commun. Eng. 19(4), 925–932 (2015)CrossRef Hyun, N., Lim, I., Lee, J.: Location estimation method of positioning system utilizing the iBeacon. J. Korea Inst. Inf. Commun. Eng. 19(4), 925–932 (2015)CrossRef
3.
go back to reference Yoon, C., Hwang, C.: Efficient indoor positioning systems for indoor location-based service provider. J. Korea Inst. Inf. Commun. Eng. 19(6), 1368–1373 (2015)CrossRef Yoon, C., Hwang, C.: Efficient indoor positioning systems for indoor location-based service provider. J. Korea Inst. Inf. Commun. Eng. 19(6), 1368–1373 (2015)CrossRef
4.
go back to reference Palumbo, F., Barsocchi, P., Chessa, S.: A stigmergic approach to indoor localization using Bluetooth low energy beacons. In: IEEE International Conference, pp. 1–6, August 2015 Palumbo, F., Barsocchi, P., Chessa, S.: A stigmergic approach to indoor localization using Bluetooth low energy beacons. In: IEEE International Conference, pp. 1–6, August 2015
5.
go back to reference Huh, J., Lee, C., Kim, J.: A study of beacon delivery characteristics in BLE based fingerprinting indoor positioning system. Korea Inf. Sci. Soc. 2015(6), 1612–1614 (2015) Huh, J., Lee, C., Kim, J.: A study of beacon delivery characteristics in BLE based fingerprinting indoor positioning system. Korea Inf. Sci. Soc. 2015(6), 1612–1614 (2015)
6.
go back to reference Sung, K., Ryoo, J., Kim, H.: Design and implementation of location determination technology based on RSSI and trilateration over smart-phone. In: Proceedings of Symposium of the Korean Institute of Communications and Information Sciences, pp. 969–970 (2010) Sung, K., Ryoo, J., Kim, H.: Design and implementation of location determination technology based on RSSI and trilateration over smart-phone. In: Proceedings of Symposium of the Korean Institute of Communications and Information Sciences, pp. 969–970 (2010)
7.
go back to reference Thaljaoui, A., Val, T., Nasri, N., Brulin, D.: BLE localization using RSSI measurements and iRingLA. In: 2015 IEEE International Conference on Industrial Technology (ICIT), pp. 2178–2183, 17–19 March 2015 Thaljaoui, A., Val, T., Nasri, N., Brulin, D.: BLE localization using RSSI measurements and iRingLA. In: 2015 IEEE International Conference on Industrial Technology (ICIT), pp. 2178–2183, 17–19 March 2015
8.
go back to reference Kim, S., Son, H., Kim, S., Lee, C.: Fingerprint-based indoor location tracking application development and performance analysis. In: Proceedings of Symposium of Institute of Electronics Engineers of Korea, pp. 677–680, November 2014 Kim, S., Son, H., Kim, S., Lee, C.: Fingerprint-based indoor location tracking application development and performance analysis. In: Proceedings of Symposium of Institute of Electronics Engineers of Korea, pp. 677–680, November 2014
9.
go back to reference Ramsey, F., Harle, R.: An analysis of the accuracy of bluetooth low energy for indoor positioning applications. In: Proceedings of the 27th International Technical Meeting of the Satellite Division of the Institute of Navigation, (ION GNSS+2014) (2014) Ramsey, F., Harle, R.: An analysis of the accuracy of bluetooth low energy for indoor positioning applications. In: Proceedings of the 27th International Technical Meeting of the Satellite Division of the Institute of Navigation, (ION GNSS+2014) (2014)
Metadata
Title
A Novel for Light-Weighted Indoor Positioning Algorithm with Hybridizing Trilateration and Fingerprinting Method Considering Bluetooth Low Energy Environment
Authors
Jaeho Lee
Bong-Ki Son
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7605-3_29