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Two stage kalman estimators with probabilistically weighted average
Other Title(s)
مرحلتين من مخمن كالمان مع المعدل الاجمالي للاحتمالية
Author
Source
Engineering and Technology Journal
Issue
Vol. 27, Issue 09 (31 Jul. 2009), pp.1847-1857, 11 p.
Publisher
Publication Date
2009-07-31
Country of Publication
Iraq
No. of Pages
11
Main Subjects
Topics
Abstract AR
البحث يتضمن تحسين التخمين الفعال باستخدام مرشحات النماذج المتعددة بحيث تم استخدام مرشحان كألمان (Kalman filter) أحدهما يعتمد على الأخر مع معدل احتمالية تجهزنا بميكانيكية التحديث.
المرشح الأول يسمى بمرشح السرعة الثابتة و الذي يستخدم لتخمين السرعة و الموقع للهدف المتحرك في حالة عدم وجود مناورة بينما المرشح الأخر يستخدم لحساب التعجيل في حالة حدوث المناورة.
طريقة مونتيكارلو (Monte Carlo) تم استخدامها لتوضيح فعالية الأداء.
Abstract EN
With spherical coordinate, the adaptive estimation using multiple model filtering is enhanced in this paper.
The enhancement is achieved by using just two depended parallel Kalman filters, instead of multiple models, with the probabilistically weighted average, which provides the adaptive mechanism.
The first filter is constant velocity filter (CVF) which is used to estimate the position and velocity of the moving target in non maneuvering course.
The second filter calculates the acceleration and the new adjustment for the CVF.
The second filter is referred as variable velocity filter (VVF).
Monte Carlo computer simulation results are included to demonstrate the effectiveness of the proposed algorithm in enhancement the multiple model adaptive filtering.
American Psychological Association (APA)
Jabir, Hanadi Abbas. 2009. Two stage kalman estimators with probabilistically weighted average. Engineering and Technology Journal،Vol. 27, no. 09, pp.1847-1857.
https://search.emarefa.net/detail/BIM-48683
Modern Language Association (MLA)
Jabir, Hanadi Abbas. Two stage kalman estimators with probabilistically weighted average. Engineering and Technology Journal Vol. 27, no. 09 (2009), pp.1847-1857.
https://search.emarefa.net/detail/BIM-48683
American Medical Association (AMA)
Jabir, Hanadi Abbas. Two stage kalman estimators with probabilistically weighted average. Engineering and Technology Journal. 2009. Vol. 27, no. 09, pp.1847-1857.
https://search.emarefa.net/detail/BIM-48683
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 1852-1853
Record ID
BIM-48683