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Development of a WPAN-based Self-positioning System for Indoor Flying Robots

실내 비행 로봇을 위한 WPAN 기반 자가 측위 시스템 개발

  • Received : 2015.01.25
  • Accepted : 2015.02.26
  • Published : 2015.05.01

Abstract

As flying robots are becoming popular, there are increased needs to use themforsuch purposes as parcel delivery, serving in restaurants, and stage performances. To control flying robots such as quad copters, localization is essential. In order to properly position flying robots, many techniques are in development, including IR (infra-red)-based systemswhich catch markers on a flying robot in order that it can position itself. However, this technique demonstrates only short coverage. Furthermore, localization from inertial sensors diverges as time passes. For this reason, this paper suggests a TWR (two-way ranging) based positioning technique. Despite the weaknesses in currently available TWR system, this paper suggests a self-positioning and outlier detection technique in order to provide reliable position information with a faster update rate. The self-positioning system sends a shorter message which reduces wireless traffic. By detecting and removing outlier measurements, a positioning result with better accuracy is acquired. Finally, this paper shows that the suggesting system detects outlierssequentially from less than half the number of anchors in localization system according to the degree of outlier in measurement and the noise level. By performing an outlier algorithm, better positioning accuracy is acquired as shown in the experimental result.

Keywords

References

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Cited by

  1. Analysis of Error Propagation in Two-way-ranging-based Cooperative Positioning System vol.21, pp.9, 2015, https://doi.org/10.5302/J.ICROS.2015.15.0039