کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7108369 1460620 2018 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Attitude estimation by multiplicative exogenous Kalman filter
ترجمه فارسی عنوان
برآورد نگرش توسط فیلتر کولمن خارجی
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
چکیده انگلیسی
This paper presents a novel attitude estimator called the multiplicative exogenous Kalman filter. The estimator inherits the stability properties of a nonlinear observer and the near-optimal steady-state performance of the linearized Kalman filter for estimation in nonlinear systems. The multiplicative exogenous Kalman filter is derived in detail, and its error dynamics is shown to be globally exponentially stable, which provides guarantees on robustness and transient performance. It is shown in simulations and experiments to yield similar steady-state performance as the multiplicative extended Kalman filter, which is the workhorse for attitude estimation today. The filter assumes biased angular rate measurements and two or more time-varying vector measurements, and it estimates the attitude represented by the quaternion and the angular rate sensor bias.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Automatica - Volume 95, September 2018, Pages 347-355
نویسندگان
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