صورة الغلاف

Kalman Filters

This book presents recent issues on theory and practice of Kalman filters, with a comprehensive treatment of a selected number of concepts, techniques, and advanced applications. From an interdisciplinary point of view, the contents from each chapter bring together an international scientific commun...

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محفوظ في:
التنسيق: Online
اللغة:الإنجليزية
منشور في: IntechOpen 2023
الموضوعات:
parameter estimation, ensemble kalman filter, state estimation, pattern recognition, sensitivity analysis, extended kalman filter
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics
الوصول للمادة أونلاين:ONIX_20231201_9789535138280_1468
الوسوم: إضافة وسم
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الملخص:This book presents recent issues on theory and practice of Kalman filters, with a comprehensive treatment of a selected number of concepts, techniques, and advanced applications. From an interdisciplinary point of view, the contents from each chapter bring together an international scientific community to discuss the state of the art on Kalman filter-based methodologies for adaptive/distributed filtering, optimal estimation, dynamic prediction, nonstationarity, robot navigation, global navigation satellite systems, moving object tracking, optical communication systems, and active power filters, among others. The theoretical and methodological foundations combined with extensive experimental explanation make this book a reference suitable for students, practicing engineers, and researchers in sciences and engineering.

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