Orchard worker localisation relative to a vehicle using radio ranging and trilateration

Stavros G. Vougioukas, Long He, Rajkishan Arikapudi

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Safe navigation of labour-aiding robots in commercial orchards will rely on accurate and continuous worker localisation. In this work, an ultra-wideband radio-based system localises a worker via trilateration of four range measurements between antennas on a vehicle and an antenna carried on the worker's belt. Performance results are presented from measurements inside 'work zones' around the vehicle, in open space and in an orchard. At walking speed in open space, when body placement allowed full line-of-sight (LOS) between belt and vehicle antennas, position estimate availability was 99.7% and the distance root mean square error (DRMS) was 57.9 cm. Completely blocked LOS resulted in signal outages and unacceptable performance (11.1% availability; 819.7 cm DRMS). In the orchard, full-LOS performance was similar to that in open-space: 99.3% availability and 63.4 cm DRMS error bound. Orchard trees enabled multipath signal propagation, so blocked-LOS performance was far better than in open-space (60.2% availability; 123.6 cm DRMS). Antenna motion effects were studied in open-space and orchard experiments without body interference. Motion introduced non-collocation errors (individual ranges measured at slightly different positions); DRMS error in open space and orchard were 1.6 and 2.2 times larger than respective static errors. In all experiments the 95th percentiles of the errors were almost twice as large as the DRMS errors. Sporadic large errors and signal outages could be addressed by two belt antennas and filtering. The results indicate that radio ranging offers a practicable approach to orchard worker localisation relative to a nearby vehicle operating at slow walking speeds.

Original languageEnglish (US)
Pages (from-to)1-16
Number of pages16
JournalBiosystems Engineering
Volume147
DOIs
StatePublished - Jul 1 2016

Fingerprint

Orchards
Radio
orchard
radio
open space
Mean square error
orchards
antennae
antenna
belts (equipment)
Antennas
Availability
walking
Outages
robots
vehicle
Walking Speed
Ultra-wideband (UWB)
navigation
labor

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Food Science
  • Animal Science and Zoology
  • Agronomy and Crop Science
  • Soil Science

Cite this

Vougioukas, Stavros G. ; He, Long ; Arikapudi, Rajkishan. / Orchard worker localisation relative to a vehicle using radio ranging and trilateration. In: Biosystems Engineering. 2016 ; Vol. 147. pp. 1-16.
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Orchard worker localisation relative to a vehicle using radio ranging and trilateration. / Vougioukas, Stavros G.; He, Long; Arikapudi, Rajkishan.

In: Biosystems Engineering, Vol. 147, 01.07.2016, p. 1-16.

Research output: Contribution to journalArticle

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