ESTIMASI PARAMETER MODEL HEIGHT-ROLL-PITCH-YAW AR DRONE DENGAN LEAST SQUARE METHOD

  • Steven Tanto Jurusan Teknik Elektro Fakultas Teknik Universitas Surabaya
  • Agung Prayitno Jurusan Teknik Elektro Fakultas Teknik Universitas Surabaya
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Keywords: AR Drone, data modeling, parameter model, least square method

Abstract

Pemodelan AR Drone di Jurusan Teknik Elektro Universitas Surabaya telah dimulai dengan menggunakan pendekatan sistem fisik AR Drone namun hasilnya belum memuaskan. Pada Tugas Akhir ini dirancang model AR Drone dengan menggunakan pendekatan data modeling. Struktur model AR Drone akan dicari parameter modelnya dengan menggunakan least square method. Proses pengambilan data dilakukan dengan menerbangkan AR Drone dengan menggunakan program yang dibuat pada pada ground station. Secara umum, prosedur pengambilan data untuk pemodelan dan validasi dilakukan dengan menerbangkan AR Drone hingga stabil pada ketinggian 1 meter kemudian diberikan step input tertentu sesuai dengan model yang akan dicari. Hasil dari pemodelan yang dilakukan di indoor sudah cukup memuaskan, sedangkan di outdoor tidak memuaskan.

AR Drone’s modeling in the Department of Electrical Engineering at University of Surabaya has begun using the approach of physical systems from the drone but the result has not been satisfactory. In this final project, AR Drone’s modeling is designed by using data modeling approach. AR Drone’s structure model will be searched its model parameters by using least square method. The process to record the data is performed by flying the drone with a program which made with LabVIEW software. In general, the data collection procedures for modeling and validation is performed by flying the drone and let it stable at an altitude of 1 meter, and then gave step input according to the model that would be searched. The modeling result which performed at indoor is satisfactory, but at outdoor is not satisfactory.

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References

Agung Prayitno, “Perancangan Simulink Model dari AR.Drone Sebagai Simulator Kontrol Quadrotor”, Proceeding Seminar Nasional Riset Teknologi Informasi, 2013

Krajnik.T, Vonasek.V, Fiser.D, Faigl.J, “AR-Drone as a platform for Robotic Research and Education”, draft version of the paper in Research and Education in Robotics: EUROBOT 2011, Heidelberg, Springer, 2011.

Mogenson.M, “The AR Drone LabVIEW Toolkit: A Software Framework for the Control of Low-Cost Quadrotor Aerial Robots”, Master Thesis, TUFTS University, May 2012.

Website. https://ssc.wur.nl/Handbook/Course/BRD-31806
Published
2015-03-01