Skip to main content

2018 | OriginalPaper | Buchkapitel

Ultra-Wideband Time of Flight Based Localization System and Odometry Fusion for a Scanning 3 DoF Magnetic Field Autonomous Robot

verfasst von : Jose Lima, Paulo Costa

Erschienen in: ROBOT 2017: Third Iberian Robotics Conference

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Solving the robot localization problem is one of the most necessary requirements for autonomous robots. Several methodologies can be used to determine its location as accurately as possible. What makes this difficult is the existence of uncertainty in the sensing of the robot. The uncertain information needs to be combined in an optimal way. This paper stresses a Kalman filter to combine information from the odometry and Ultra Wide Band Time of Flight distance modules, which lacks the orientation. The proposed system validated in a real developed platform performs the fusion task which outputs position and orientation of the robot. It is used to localize the robot and make a 3 DoF scanning of magnetic field in a room. Other examples can be pointed out with the same localization techniques in service and industrial autonomous robots.

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 Schulze, L., A.: Wullner, A.: The approach of automated guided vehicle systems. In: 2006 IEEE International Conference on Service Operations and Logistics, and Informatics, pp. 522–527 (2006) Schulze, L., A.: Wullner, A.: The approach of automated guided vehicle systems. In: 2006 IEEE International Conference on Service Operations and Logistics, and Informatics, pp. 522–527 (2006)
2.
Zurück zum Zitat Schulze, L., Behling, S., Buhrs, S.: Automated guided vehicle systems: a driver for increased business performance. In Proceedings of International Multiconference of Engineers and Computer Scientists, pp. 19–21 (2008) Schulze, L., Behling, S., Buhrs, S.: Automated guided vehicle systems: a driver for increased business performance. In Proceedings of International Multiconference of Engineers and Computer Scientists, pp. 19–21 (2008)
3.
Zurück zum Zitat Lauer, M., Lange, S., Riedmiller, M.: Calculating the perfect match: an efficient and accurate approach for robot self-localization. In: RoboCup 2005: Robot Soccer World Cup IX, pp. 142–153 (2006) Lauer, M., Lange, S., Riedmiller, M.: Calculating the perfect match: an efficient and accurate approach for robot self-localization. In: RoboCup 2005: Robot Soccer World Cup IX, pp. 142–153 (2006)
4.
Zurück zum Zitat Petroff, A.M.: Ultra wideband two-way time-of-flight distance measurement provides sub-centimeter range measurement accuracy. In: Radio Science Meeting (Joint with AP-S Symposium) (2015) Petroff, A.M.: Ultra wideband two-way time-of-flight distance measurement provides sub-centimeter range measurement accuracy. In: Radio Science Meeting (Joint with AP-S Symposium) (2015)
5.
Zurück zum Zitat Besl, P.J., McKay, H.D.: A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14(2), 239–256 (1992)CrossRef Besl, P.J., McKay, H.D.: A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14(2), 239–256 (1992)CrossRef
6.
Zurück zum Zitat Censi, A.: An ICP variant using a point-to-line metric. In: 2008 IEEE International Conference on Robotics and Automation, pp. 19–25 (2008) Censi, A.: An ICP variant using a point-to-line metric. In: 2008 IEEE International Conference on Robotics and Automation, pp. 19–25 (2008)
7.
Zurück zum Zitat Tomatis, N.: BlueBotics: navigation for the clever robot [entrepreneur]. IEEE Robot. Autom. Mag. 18(2), 14–16 (2011)CrossRef Tomatis, N.: BlueBotics: navigation for the clever robot [entrepreneur]. IEEE Robot. Autom. Mag. 18(2), 14–16 (2011)CrossRef
8.
Zurück zum Zitat Prorok, A., Martinoli, A.: Accurate indoor localization with ultra-wideband using spatial models and collaboration. Int. J. Robot. Res. 33(4), 547–568 (2014)CrossRef Prorok, A., Martinoli, A.: Accurate indoor localization with ultra-wideband using spatial models and collaboration. Int. J. Robot. Res. 33(4), 547–568 (2014)CrossRef
9.
Zurück zum Zitat Prorok, A., Martinoli, A.: Accurate localization with ultra-wideband: tessellated spatial models and collaboration. In: 13th International Symposium on Experimental Robotics (2013) Prorok, A., Martinoli, A.: Accurate localization with ultra-wideband: tessellated spatial models and collaboration. In: 13th International Symposium on Experimental Robotics (2013)
10.
Zurück zum Zitat Kok, M., Hol, J.D., Schön, T.B.: Indoor positioning using ultrawideband and inertial measurements. IEEE Trans. Veh. Technol. 64(4), 1293–1303 (2015)CrossRef Kok, M., Hol, J.D., Schön, T.B.: Indoor positioning using ultrawideband and inertial measurements. IEEE Trans. Veh. Technol. 64(4), 1293–1303 (2015)CrossRef
11.
Zurück zum Zitat Rahok, S.A., Shikanai, Y., Ozaki, K.: Trajectory tracking using environmental magnetic field for outdoor autonomous mobile robots. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, Taiwan (2010) Rahok, S.A., Shikanai, Y., Ozaki, K.: Trajectory tracking using environmental magnetic field for outdoor autonomous mobile robots. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, Taiwan (2010)
12.
Zurück zum Zitat Gonzalez, J., Blanco, J.L., Galindo, C., Ortiz-de-Galisteo, A., Fernandez-Madrigal, J.A., Moreno, F.A., Martinez, J.L.: Mobile robot localization based on ultra-wide-band ranging: a particle filter approach. Robot. Auton. Syst. 57(5), 496–507 (2009)CrossRef Gonzalez, J., Blanco, J.L., Galindo, C., Ortiz-de-Galisteo, A., Fernandez-Madrigal, J.A., Moreno, F.A., Martinez, J.L.: Mobile robot localization based on ultra-wide-band ranging: a particle filter approach. Robot. Auton. Syst. 57(5), 496–507 (2009)CrossRef
13.
Zurück zum Zitat Pizarro, D., Mazo, M., Santiso, E., Marron, M., Jimenez, D., Cobreces, S., Losada, C.: Localization of mobile robots using odometry and an external vision sensor. Sensors 10, 3655–3680 (2010)CrossRef Pizarro, D., Mazo, M., Santiso, E., Marron, M., Jimenez, D., Cobreces, S., Losada, C.: Localization of mobile robots using odometry and an external vision sensor. Sensors 10, 3655–3680 (2010)CrossRef
14.
Zurück zum Zitat Fu, G., Zhang, J., Chen, W., Peng, F., Yang, P., Chen, C.: Precise localization of mobile robots via odometry and wireless sensor network. Int. J. Adv. Rob. Syst. 10, 203–213 (2013)CrossRef Fu, G., Zhang, J., Chen, W., Peng, F., Yang, P., Chen, C.: Precise localization of mobile robots via odometry and wireless sensor network. Int. J. Adv. Rob. Syst. 10, 203–213 (2013)CrossRef
15.
Zurück zum Zitat Borenstein, J., Feng, L.: Measurement and correction of systematic odometry errors in mobile robots. IEEE Trans. Robot. Autom. 12(6), 869–880 (1996)CrossRef Borenstein, J., Feng, L.: Measurement and correction of systematic odometry errors in mobile robots. IEEE Trans. Robot. Autom. 12(6), 869–880 (1996)CrossRef
17.
Zurück zum Zitat Hollinger, G.A., Djugash, J., Singh, S.: Target tracking without line of sight using range from radio. Auton. Rob. 32(1), 1–14 (2012)CrossRef Hollinger, G.A., Djugash, J., Singh, S.: Target tracking without line of sight using range from radio. Auton. Rob. 32(1), 1–14 (2012)CrossRef
Metadaten
Titel
Ultra-Wideband Time of Flight Based Localization System and Odometry Fusion for a Scanning 3 DoF Magnetic Field Autonomous Robot
verfasst von
Jose Lima
Paulo Costa
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-70833-1_71

Neuer Inhalt