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Volumn 13, Issue 11, 2013, Pages 15307-15323

A Kalman filter implementation for precision improvement in Low-Cost GPS positioning of tractors

Author keywords

Agricultural vehicle; Autonomous navigation; Global Positioning System (GPS); Kalman filter; Sensor data fusion; Vehicle guidance

Indexed keywords

AGRICULTURAL VEHICLES; AUTONOMOUS NAVIGATION; CARTESIAN COORDINATE; GEODETIC COORDINATES; MONTE CARLO TECHNIQUES; PRECISION IMPROVEMENT; ROOT MEAN SQUARE ERRORS; VEHICLE GUIDANCE;

EID: 84887390368     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s131115307     Document Type: Article
Times cited : (66)

References (42)
  • 2
    • 0036856743 scopus 로고    scopus 로고
    • Precision agriculture-a worldwide overview
    • Zhang, N.; Wang, M.; Wang, N. Precision agriculture-a worldwide overview. Comput. Electron. Agric. 2002, 36, 113-132.
    • (2002) Comput. Electron. Agric. , vol.36 , pp. 113-132
    • Zhang, N.1    Wang, M.2    Wang, N.3
  • 3
    • 0035118062 scopus 로고    scopus 로고
    • Precision farming-the environmental challenge
    • Auernhammer, H. Precision farming-the environmental challenge. Comput. Electron. Agric. 2001, 30, 31-43.
    • (2001) Comput. Electron. Agric. , vol.30 , pp. 31-43
    • Auernhammer, H.1
  • 4
    • 0034028338 scopus 로고    scopus 로고
    • Automatic guidance for agricultural vehicles in Europe
    • Keicher, R.; Seufert, H. Automatic guidance for agricultural vehicles in Europe. Comput. Electron. Agric. 2000, 25, 169-194.
    • (2000) Comput. Electron. Agric. , vol.25 , pp. 169-194
    • Keicher, R.1    Seufert, H.2
  • 6
    • 0033369707 scopus 로고    scopus 로고
    • Accuracy assessment and position correction for low-cost non-differential GPS as applied on an industrial peat bog
    • Holden, N.M.; Comparetti, A.; Ward, S.M.; McGovern, E.A. Accuracy assessment and position correction for low-cost non-differential GPS as applied on an industrial peat bog. Comput. Electron. Agric. 1999, 24, 119-130.
    • (1999) Comput. Electron. Agric. , vol.24 , pp. 119-130
    • Holden, N.M.1    Comparetti, A.2    Ward, S.M.3    McGovern, E.A.4
  • 7
    • 84887365112 scopus 로고    scopus 로고
    • Available online:, (accessed on 16 August 2012)
    • Agroguia. Available online: http://www.agroguia.es (accessed on 16 August 2012).
    • Agroguia
  • 8
    • 84887357443 scopus 로고    scopus 로고
    • Available online:, (accessed on 16 August 2012)
    • Tractordrive. Available online: http://www.tractordrive.es (accessed on 16 August 2012).
    • Tractordrive
  • 9
    • 0028180986 scopus 로고
    • GPS for environmental applications: Accuracy and precision of locational data
    • August, P.; Michaud, J.; Lavash, C.; Smith, C. GPS for environmental applications: Accuracy and precision of locational data. Photogramm. Eng. Remote Sens. 1994, 60, 41-45.
    • (1994) Photogramm. Eng. Remote Sens. , vol.60 , pp. 41-45
    • August, P.1    Michaud, J.2    Lavash, C.3    Smith, C.4
  • 12
    • 84887335574 scopus 로고    scopus 로고
    • Available online:, (accessed on 16 August 2012)
    • Cambridge Silicon Radio Plc. Available online: http://www.csr.com (accessed on 16 August 2012).
    • Cambridge Silicon Radio Plc
  • 13
    • 84887335059 scopus 로고    scopus 로고
    • Available online:, (accessed on 16 August 2012)
    • U-Blox. Available online: http://www.u-blox.com (accessed on 16 August 2012).
    • U-Blox
  • 14
    • 84887377701 scopus 로고    scopus 로고
    • Available online:, (accessed on 16 August 2012)
    • MediaTek Inc. Available online: http://www.mediatek.com/en (accessed on 16 August 2012).
    • MediaTek Inc
  • 16
    • 0023500073 scopus 로고
    • 1st ed.; United States Government Printing: Washington, DC, USA
    • Snyder, J.P. Map Projections-A Working Manual, 1st ed.; United States Government Printing: Washington, DC, USA, 1987; p. 383.
    • (1987) Map Projections-A Working Manual , pp. 383
    • Snyder, J.P.1
  • 19
    • 0003896351 scopus 로고
    • 1st ed.; Kluwer Academic Publishers: Norwell, MA, USA
    • Latombe, J.-C. Robot Motion Planning, 1st ed.; Kluwer Academic Publishers: Norwell, MA, USA, 1991; p. 672.
    • (1991) Robot Motion Planning , pp. 672
    • Latombe, J.-C.1
  • 20
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman, R.E. A new approach to linear filtering and prediction problems. Trans. ASME 1960, 82, 35-45.
    • (1960) Trans. ASME , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 21
    • 79953061456 scopus 로고    scopus 로고
    • The Discrete Kalman Filter, State-Space Modeling and Simulation
    • In, 3th ed.; John Wiley and Sons: Toronto, ON, Canada
    • Brown, R.G.; Hwang, P.Y.C. The Discrete Kalman Filter, State-Space Modeling and Simulation. In Introduction to Random Signals and Applied Kalman Filtering, 3th ed.; John Wiley and Sons: Toronto, ON, Canada, 1997; pp. 190-241.
    • (1997) Introduction to Random Signals and Applied Kalman Filtering , pp. 190-241
    • Brown, R.G.1    Hwang, P.Y.C.2
  • 27
    • 3342957035 scopus 로고    scopus 로고
    • Adaptive tuning of a Kalman filter via fuzzy logic for an intelligent AUV navigation system
    • Loebis, D.; Sutton, R.; Chudley, J.; Naeem, W. Adaptive tuning of a Kalman filter via fuzzy logic for an intelligent AUV navigation system. Control Eng. Prac. 2004, 12, 1531-1539.
    • (2004) Control Eng. Prac. , vol.12 , pp. 1531-1539
    • Loebis, D.1    Sutton, R.2    Chudley, J.3    Naeem, W.4
  • 30
    • 78650135995 scopus 로고    scopus 로고
    • Self-tuning weighted measurement fusion Kalman filter and its convergence
    • Ran, C.; Deng, Z. Self-tuning weighted measurement fusion Kalman filter and its convergence. J. Control Theory Appl. 2010, 8, 435-440.
    • (2010) J. Control Theory Appl. , vol.8 , pp. 435-440
    • Ran, C.1    Deng, Z.2
  • 31
    • 84887344672 scopus 로고    scopus 로고
    • Increasing DGPS navigation accuracy using Kalman filter tuned by genetic algorithm
    • Mosavi, M.R.; Sadeghian, M.; Saeidi, S. Increasing DGPS navigation accuracy using Kalman filter tuned by genetic algorithm. Int. J. Comput. Sci. Issues 2011, 8, 246-252.
    • (2011) Int. J. Comput. Sci. Issues , vol.8 , pp. 246-252
    • Mosavi, M.R.1    Sadeghian, M.2    Saeidi, S.3
  • 32
    • 0035247711 scopus 로고    scopus 로고
    • Kalman-extended genetic algorithm for search in nonstationary environments with noisy fitness evaluations
    • Stroud, P.D. Kalman-extended genetic algorithm for search in nonstationary environments with noisy fitness evaluations. IEEE Trans. Evol. Comput. 2001, 5, 66-77.
    • (2001) IEEE Trans. Evol. Comput. , vol.5 , pp. 66-77
    • Stroud, P.D.1
  • 34
    • 85008039073 scopus 로고    scopus 로고
    • The accuracy of the global positioning systems
    • Czajewski, J. The accuracy of the global positioning systems. IEEE Instrum. Meas. Mag. 2004, 40, 56-60.
    • (2004) IEEE Instrum. Meas. Mag. , vol.40 , pp. 56-60
    • Czajewski, J.1
  • 35
    • 34848916047 scopus 로고    scopus 로고
    • Implement lateral position accuracy under RTK-GPS tractor guidance
    • Gan-Mor, S.; Clark, R.L.; Upchurch, B.L. Implement lateral position accuracy under RTK-GPS tractor guidance. Comput. Electron. Agric. 2007, 59, 31-38.
    • (2007) Comput. Electron. Agric. , vol.59 , pp. 31-38
    • Gan-Mor, S.1    Clark, R.L.2    Upchurch, B.L.3
  • 36
    • 78650698144 scopus 로고    scopus 로고
    • Accuracy and precision of GPS receivers under forest canopies in a mountain environment
    • Valbuena, R.; Mauro, F.; Rodríguez-Solano, R.; Manzanera, J.A. Accuracy and precision of GPS receivers under forest canopies in a mountain environment. Span. J. Agric. Res. 2010, 8, 1047-1057.
    • (2010) Span. J. Agric. Res. , vol.8 , pp. 1047-1057
    • Valbuena, R.1    Mauro, F.2    Rodríguez-Solano, R.3    Manzanera, J.A.4
  • 37
    • 27844580706 scopus 로고    scopus 로고
    • Using low cost GPS receivers for determining field position of mechanized irrigation systems
    • Peters, R.T.; Evett, S.R. Using low cost GPS receivers for determining field position of mechanized irrigation systems. Appl. Eng. Agric. 2005, 21, 841-845.
    • (2005) Appl. Eng. Agric. , vol.21 , pp. 841-845
    • Peters, R.T.1    Evett, S.R.2
  • 38
    • 20444464763 scopus 로고    scopus 로고
    • Accuracy of WAAS-enabled GPS for the determination of position and speed over ground
    • Witte, T.H.; Wilson, A.M. Accuracy of WAAS-enabled GPS for the determination of position and speed over ground. J. Biomech. 2005, 38, 1717-1722.
    • (2005) J. Biomech. , vol.38 , pp. 1717-1722
    • Witte, T.H.1    Wilson, A.M.2
  • 39
    • 79958756116 scopus 로고    scopus 로고
    • Positional accuracy of the wide area augmentation system in consumer-grade GPS units
    • Arnold, L.L.; Zandbergen, P.A. Positional accuracy of the wide area augmentation system in consumer-grade GPS units. Comput. Geosci. 2011, 37, 883-892.
    • (2011) Comput. Geosci. , vol.37 , pp. 883-892
    • Arnold, L.L.1    Zandbergen, P.A.2
  • 40
    • 79959669468 scopus 로고    scopus 로고
    • Evaluation of the use of low-cost GPS receivers in the autonomous guidance of agricultural tractors
    • Alonso-Garcia, S.; Gomez-Gil, J.; Arribas, J.I. Evaluation of the use of low-cost GPS receivers in the autonomous guidance of agricultural tractors. Span. J. Agric. Res. 2011, 9, 377-388.
    • (2011) Span. J. Agric. Res. , vol.9 , pp. 377-388
    • Alonso-Garcia, S.1    Gomez-Gil, J.2    Arribas, J.I.3
  • 41
    • 79959833829 scopus 로고    scopus 로고
    • A simple method to improve autonomous gps positioning for tractors
    • Gomez-Gil, J.; Alonso-Garcia, S.; Gomez-Gil, F.J.; Stombaugh, T. A simple method to improve autonomous gps positioning for tractors. Sensors 2011, 11, 5630-5644.
    • (2011) Sensors , vol.11 , pp. 5630-5644
    • Gomez-Gil, J.1    Alonso-Garcia, S.2    Gomez-Gil, F.J.3    Stombaugh, T.4
  • 42
    • 0036590557 scopus 로고    scopus 로고
    • Kalman filtering of DGPS positions for a parallel tracking application
    • Han, S.; Zhang, Q.; Noh, H. Kalman filtering of DGPS positions for a parallel tracking application. Trans. ASAE 2002, 45, 553-559.
    • (2002) Trans. ASAE , vol.45 , pp. 553-559
    • Han, S.1    Zhang, Q.2    Noh, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.