Expansion of Attitude Determination Algorithms via Complementary Filtering

被引:0
作者
Janusz, Wojciech [1 ]
Czyba, Roman [1 ]
Niezabitowski, Michal [1 ]
Grzejszczak, Tomasz [1 ]
机构
[1] Silesian Tech Univ, Akad 2A St, PL-44100 Gliwice, Poland
来源
2017 25TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED) | 2017年
关键词
SPECIAL ORTHOGONAL GROUP; BODY MOTION TRACKING; KALMAN FILTER; IMPLEMENTATION; DESIGN; TRIAD;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we present and compare four methods which address attitude estimation problem using Inertial Measurement Unit (IMU). The result of these algorithms is attitude estimate in the form of attitude quaternion. Two of these methods are authors original propositions based on expanding attitude determination algorithms by additional complementary filtering. It is shown, that this expansion significantly reduces the estimation errors.
引用
收藏
页码:607 / 612
页数:6
相关论文
共 21 条
[1]  
Bar-Itzhack I. Y., TECH REP
[2]   A PASSIVE SYSTEM FOR DETERMINING THE ATTITUDE OF A SATELLITE [J].
BLACK, HD .
AIAA JOURNAL, 1964, 2 (07) :1350-1351
[3]   Optimal-REQUEST algorithm for attitude determination [J].
Choukroun, D ;
Bar-Itzhack, IY ;
Oshman, Y .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2004, 27 (03) :418-425
[4]  
Czyba R, 2014, INT CONF UNMAN AIRCR, P885, DOI 10.1109/ICUAS.2014.6842336
[5]   A Complementary Filter for Attitude Estimation of a Fixed-Wing UAV [J].
Euston, Mark ;
Coote, Paul ;
Mahony, Robert ;
Kim, Jonghyuk ;
Hamel, Tarek .
2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, :340-345
[6]   A Nonlinear Filtering Approach for the Attitude and Dynamic Body Acceleration Estimation Based on Inertial and Magnetic Sensors: Bio-Logging Application [J].
Fourati, Hassen ;
Manamanni, Noureddine ;
Afilal, Lissan ;
Handrich, Yves .
IEEE SENSORS JOURNAL, 2011, 11 (01) :233-244
[7]  
Hall C., 2003, Spacecraft Attitude Dynamics and Control
[8]  
Janusz W, 2016, PROCEEDINGS OF THE 2016 17TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), P280, DOI 10.1109/CarpathianCC.2016.7501109
[9]   Surface Monitoring of Water Basins Based on Use of Autonomous Flying Robots [J].
Janusz, Wojciech ;
Mielimaka, Ryszard ;
Niezabitowski, Michal ;
Orwat, Justyna ;
Sikora, Pawel .
2015 20TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2015, :376-381
[10]   Nonlinear complementary filters on the special orthogonal group [J].
Mahony, Robert ;
Hamel, Tarek ;
Pflimlin, Jean-Michel .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (05) :1203-1218