Skip to main content

2021 | OriginalPaper | Buchkapitel

An Improvement Single Beacon Positioning Algorithm Using Sparse Extended Information Filter for AUV Localization

verfasst von : Wanlong Zhao, Huifeng Zhao, Jucheng Zhang, Yunfeng Han

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

This paper presents an algorithm for single beacon positioning that enables autonomous underwater vehicle (AUV) to obtain exact location. A dynamic calculating model is proposed, utilizing the slant ranges measured by single beacon and navigation sensor information equipped with AUV. Furthermore, an algorithm based on sparse extended information filter is proposed to improve the localization accuracy and efficiency. Finally, simulation based on field data is conducted to verify the performance of the proposed algorithm.

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 Scherbatyuk AP (1995) The AUV positioning using ranges from one transponder LBL. Challenges of our changing global environment. In: Conference proceedings. OCEANS ‘95 MTS/IEEE, San Diego, California, USA, pp 1620–1623 Scherbatyuk AP (1995) The AUV positioning using ranges from one transponder LBL. Challenges of our changing global environment. In: Conference proceedings. OCEANS ‘95 MTS/IEEE, San Diego, California, USA, pp 1620–1623
2.
Zurück zum Zitat Vaganay J, Baccou P, Jouvencel B (2000) Homing by acoustic ranging to a single beacon. OCEANS 2000 MTS/IEEE conference and exhibition. conference proceedings (Cat. No.00CH37158), Providence, RI, USA, pp 1457–1462 Vaganay J, Baccou P, Jouvencel B (2000) Homing by acoustic ranging to a single beacon. OCEANS 2000 MTS/IEEE conference and exhibition. conference proceedings (Cat. No.00CH37158), Providence, RI, USA, pp 1457–1462
3.
Zurück zum Zitat Stanway MJ (2010) Delayed-state sigma point Kalman filters for underwater navigation. 2010 IEEE/OES Autonomous underwater vehicles. Monterey, CA, pp 1–9 Stanway MJ (2010) Delayed-state sigma point Kalman filters for underwater navigation. 2010 IEEE/OES Autonomous underwater vehicles. Monterey, CA, pp 1–9
4.
Zurück zum Zitat Zhu Z, Hu SJ (2018) Model and algorithm improvement on single beacon underwater tracking in IEEE journal of oceanic engineering, pp 1143–1160 Zhu Z, Hu SJ (2018) Model and algorithm improvement on single beacon underwater tracking in IEEE journal of oceanic engineering, pp 1143–1160
5.
Zurück zum Zitat Webster SE, Walls JM, Whitcomb LL, Eustice RM (2013) Decentralized extended information filter for single-beacon cooperative acoustic navigation: theory and experiments in IEEE transactions on robotics, pp 957–974 Webster SE, Walls JM, Whitcomb LL, Eustice RM (2013) Decentralized extended information filter for single-beacon cooperative acoustic navigation: theory and experiments in IEEE transactions on robotics, pp 957–974
6.
Zurück zum Zitat Masmitja I et al (2019) Range-only single-beacon tracking of underwater targets from an autonomous vehicle: from theory to practice in IEEE access, pp 86946–86963 Masmitja I et al (2019) Range-only single-beacon tracking of underwater targets from an autonomous vehicle: from theory to practice in IEEE access, pp 86946–86963
7.
Zurück zum Zitat Vallicrosa G, Ridao P (2016) Sum of gaussian single beacon range-only localization for AUV homing. Annual Reviews in Control, pp 177–187 Vallicrosa G, Ridao P (2016) Sum of gaussian single beacon range-only localization for AUV homing. Annual Reviews in Control, pp 177–187
8.
Zurück zum Zitat Thrun S, Liu Y (2005) Multi-robot SLAM with Sparse Extended Information Filers. In: Dario P, Chatila R (eds) Robotics research. the eleventh international symposium. springer tracts in advanced robotics, vol 15. Springer, Berlin, Heidelberg Thrun S, Liu Y (2005) Multi-robot SLAM with Sparse Extended Information Filers. In: Dario P, Chatila R (eds) Robotics research. the eleventh international symposium. springer tracts in advanced robotics, vol 15. Springer, Berlin, Heidelberg
9.
Zurück zum Zitat Wang S, Gu D, Chen L, Hu H (2016) Single beacon-based localization with constraints and unknown initial poses in IEEE transactions on industrial electronics, pp 2229–2241 Wang S, Gu D, Chen L, Hu H (2016) Single beacon-based localization with constraints and unknown initial poses in IEEE transactions on industrial electronics, pp 2229–2241
10.
Zurück zum Zitat Sebastian T, Liu Y (2003) Multi-robot SLAM with sparse extended information Filers. Springer tracts in advanced robotics, 254–266 Sebastian T, Liu Y (2003) Multi-robot SLAM with sparse extended information Filers. Springer tracts in advanced robotics, 254–266
11.
Zurück zum Zitat Wang S, Chen L, Gu D, Hu H (2014) Cooperative localization of AUVs using moving horizon estimation in IEEE/CAA journal of automatica sinica, pp 68–76 Wang S, Chen L, Gu D, Hu H (2014) Cooperative localization of AUVs using moving horizon estimation in IEEE/CAA journal of automatica sinica, pp 68–76
12.
Zurück zum Zitat Bayat M, Aguiar AP (2013) AUV range-only localization and mapping: observer design and experimental results. In: European control conference. IEEE Bayat M, Aguiar AP (2013) AUV range-only localization and mapping: observer design and experimental results. In: European control conference. IEEE
13.
Zurück zum Zitat Walls JM, Eustice RM (2012) An origin state method for lossy synchronous-clock acoustic navigation. In: IFAC Proceedings, pp 56–62 Walls JM, Eustice RM (2012) An origin state method for lossy synchronous-clock acoustic navigation. In: IFAC Proceedings, pp 56–62
14.
Zurück zum Zitat Huang Y, Zhang Y, Xu B, Wu Z, Chambers JA (2018) A new adaptive extended Kalman filter for cooperative localization in IEEE Transactions on aerospace and electronic systems, pp 353–368 Huang Y, Zhang Y, Xu B, Wu Z, Chambers JA (2018) A new adaptive extended Kalman filter for cooperative localization in IEEE Transactions on aerospace and electronic systems, pp 353–368
Metadaten
Titel
An Improvement Single Beacon Positioning Algorithm Using Sparse Extended Information Filter for AUV Localization
verfasst von
Wanlong Zhao
Huifeng Zhao
Jucheng Zhang
Yunfeng Han
Copyright-Jahr
2021
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-8411-4_149

Neuer Inhalt