An on-line calibration method of SINS/odometer integrated navigation system

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Considering the key factors that affect the precision of strapdown inertial navigation system (SINS) and odometer integrated navigation system, an on-line calibration method based on Kalman filter aided by odometer is proposed. Dead reckoning (DR) algorithm and DR error model including odometer scale factor and odometer installation errors are given. Based on the error model, a closed-loop Kalman filter is designed to estimate odometer scale factor error, odometer installation errors, gyroscope drifts and accelerometer biases, and then improve the horizontal position precision. Finally, the simulation of SINS/odometer integrated navigation is carried out. Correlated results show that current parameters including odometer scale factor and odometer installation can be estimated on the base of former parameters, and compared with the horizontal position calculated by dead reckoning algorithm, the proposing method exerts a higher horizontal position precision, which sufficiently verifies the validity of proposing method.

Original languageEnglish
Title of host publicationProceedings - 2017 4th International Conference on Information Science and Control Engineering, ICISCE 2017
EditorsYing Dai, Shaozi Li, Yun Cheng
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages847-851
Number of pages5
ISBN (Electronic)9781538630136
DOIs
StatePublished - 14 Nov 2017
Event4th International Conference on Information Science and Control Engineering, ICISCE 2017 - Changsha, Hunan, China
Duration: 21 Jul 201723 Jul 2017

Publication series

NameProceedings - 2017 4th International Conference on Information Science and Control Engineering, ICISCE 2017

Conference

Conference4th International Conference on Information Science and Control Engineering, ICISCE 2017
Country/TerritoryChina
CityChangsha, Hunan
Period21/07/1723/07/17

Keywords

  • Dead reckoning
  • Kalman filter
  • Odometer
  • On-line calibration
  • Strapdown inertial navigation system

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