Skip to main content

2020 | OriginalPaper | Buchkapitel

A Quadratic Programming Localization Based on TDOA Measurement

verfasst von : Guangzhe Liu, Jingyu Hua, Feng Li, Weidang Lu, Zhijiang Xu

Erschienen in: Communications, Signal Processing, and Systems

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the popularity of smart devices, applications based on location services have been widely used, and wireless positioning technology can provide accurate positioning information. However, due to the effect of non-line-of-sight (NLOS) errors, the performance of the system can drop significantly. Accordingly, this paper introduces the theory of quadratic programming optimization based on the research of the time difference of arrival (TDOA) theory and proposes an optimization algorithm that can effectively suppress the influence of NLOS error. Simulation results show that compared with other common wireless location algorithms, the proposed algorithm has more reliable positioning accuracy under different environment models and has better system stability.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat Li H. Study of wireless sensor network applications in network optimization. Sens Transducers. 2013;157(10):180–9. Li H. Study of wireless sensor network applications in network optimization. Sens Transducers. 2013;157(10):180–9.
2.
Zurück zum Zitat Vaghefi RM, Amuru SD, Buehrer RM. Improving mobile node tracking performance in NLOS environments using cooperation. In: IEEE international conference on communications; 2015. p. 6595–600. Vaghefi RM, Amuru SD, Buehrer RM. Improving mobile node tracking performance in NLOS environments using cooperation. In: IEEE international conference on communications; 2015. p. 6595–600.
3.
Zurück zum Zitat Xu W, Quitin F, Leng M, et al. Distributed localization of a RF target in NLOS environments. IEEE J Sel Areas Commun. 2015;33(7):1317–30.CrossRef Xu W, Quitin F, Leng M, et al. Distributed localization of a RF target in NLOS environments. IEEE J Sel Areas Commun. 2015;33(7):1317–30.CrossRef
4.
Zurück zum Zitat Kireev A, Fokin G, Al-odhari AHA. TOA measurement processing analysis for positioning in NLOS conditions. In: Systems of signals generating and processing in the field of on board communications; 2018. p. 1–4. Kireev A, Fokin G, Al-odhari AHA. TOA measurement processing analysis for positioning in NLOS conditions. In: Systems of signals generating and processing in the field of on board communications; 2018. p. 1–4.
5.
Zurück zum Zitat Wang Y, Ho KC. An asymptotically efficient estimator in closed-form for 3-D AOA localization using a sensor network. IEEE Trans Signal Process. 2015;14(12):6524–35. Wang Y, Ho KC. An asymptotically efficient estimator in closed-form for 3-D AOA localization using a sensor network. IEEE Trans Signal Process. 2015;14(12):6524–35.
6.
Zurück zum Zitat Kim R, Ha T, Lim H, et al. TDOA localization for wireless networks with imperfect clock synchronization. In: International conference on information networking; 2014. p. 417–21. Kim R, Ha T, Lim H, et al. TDOA localization for wireless networks with imperfect clock synchronization. In: International conference on information networking; 2014. p. 417–21.
7.
Zurück zum Zitat Gholami MR, Vaghefi RM, Ström EG. RSS-based sensor localization in the presence of unknown channel parameters. IEEE Trans Signal Process. 2013;61(15):3752–9.MathSciNetCrossRef Gholami MR, Vaghefi RM, Ström EG. RSS-based sensor localization in the presence of unknown channel parameters. IEEE Trans Signal Process. 2013;61(15):3752–9.MathSciNetCrossRef
8.
Zurück zum Zitat Feng Y, Fritsche C, Gustafsson F, et al. TOA-based robust wireless geolocation and Cramér-Rao lower bound analysis in harsh LOS/NLOS environments. IEEE Trans Signal Process. 2013;61(9):2243–55.CrossRef Feng Y, Fritsche C, Gustafsson F, et al. TOA-based robust wireless geolocation and Cramér-Rao lower bound analysis in harsh LOS/NLOS environments. IEEE Trans Signal Process. 2013;61(9):2243–55.CrossRef
9.
Zurück zum Zitat Long C, Wang Y, et al. A mobile localization strategy for wireless sensor network in NLOS conditions. China Commun. 2016;13(10):69–78.CrossRef Long C, Wang Y, et al. A mobile localization strategy for wireless sensor network in NLOS conditions. China Commun. 2016;13(10):69–78.CrossRef
10.
Zurück zum Zitat Fascista A, Ciccarese G, Coluccia A, Ricci G. A change-detection approach to mobile node localization in bounded domains. In: Conference on information sciences and system; 2015. p. 1–6. Fascista A, Ciccarese G, Coluccia A, Ricci G. A change-detection approach to mobile node localization in bounded domains. In: Conference on information sciences and system; 2015. p. 1–6.
11.
Zurück zum Zitat Martin RK, Yan C, Fan HH, et al. Algorithms and bounds for distributed TDOA-based positioning using OFDM signals. IEEE Trans Signal Process. 2011;59(3):1255–68.MathSciNetCrossRef Martin RK, Yan C, Fan HH, et al. Algorithms and bounds for distributed TDOA-based positioning using OFDM signals. IEEE Trans Signal Process. 2011;59(3):1255–68.MathSciNetCrossRef
12.
Zurück zum Zitat Qi Y, Kobayashi H, Suda H. Analysis of wireless geolocation in a non-line-of-sight environment. IEEE Trans Wirel Commun. 2006;5(3):672–81.CrossRef Qi Y, Kobayashi H, Suda H. Analysis of wireless geolocation in a non-line-of-sight environment. IEEE Trans Wirel Commun. 2006;5(3):672–81.CrossRef
13.
Zurück zum Zitat Caffery JJ, Stuber GL. Subscriber location in CDMA cellular networks. IEEE Trans Veh Technol. 1998;47(2):406–16.CrossRef Caffery JJ, Stuber GL. Subscriber location in CDMA cellular networks. IEEE Trans Veh Technol. 1998;47(2):406–16.CrossRef
14.
Zurück zum Zitat Venkatraman S, Caffery JJ, You HR. A novel TOA location algorithm using LOS range estimation for NLOS environments. IEEE Trans Veh Technol. 2004;53(5):1515–24.CrossRef Venkatraman S, Caffery JJ, You HR. A novel TOA location algorithm using LOS range estimation for NLOS environments. IEEE Trans Veh Technol. 2004;53(5):1515–24.CrossRef
16.
Zurück zum Zitat Zheng X, Hua J, Zheng Z, et al. LLOP localization algorithm with optimal scaling in NLOS wireless propagations. In: Proceedings of IEEE international conference on electronics information and emergency communication; 2014. p. 45–8. Zheng X, Hua J, Zheng Z, et al. LLOP localization algorithm with optimal scaling in NLOS wireless propagations. In: Proceedings of IEEE international conference on electronics information and emergency communication; 2014. p. 45–8.
17.
Zurück zum Zitat Chan YT, Ho KC. A simple and efficient estimator for hyperbolic location. IEEE Trans Signal Process. 2002;42(8):1905–15.CrossRef Chan YT, Ho KC. A simple and efficient estimator for hyperbolic location. IEEE Trans Signal Process. 2002;42(8):1905–15.CrossRef
Metadaten
Titel
A Quadratic Programming Localization Based on TDOA Measurement
verfasst von
Guangzhe Liu
Jingyu Hua
Feng Li
Weidang Lu
Zhijiang Xu
Copyright-Jahr
2020
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-6504-1_148

Neuer Inhalt