"Adaptive Filtering: Recent Advances and Practical Implementation" ed. by Wenping Cao, Qian Zhang
"Adaptive Filtering: Recent Advances and Practical Implementation" ed. by Wenping Cao, Qian Zhang
ITexLi | 2021 | ISBN: 1839623780 9781839623783 1839623772 9781839623776 1839623799 9781839623790 | 131 pages | PDF | 8 MB
ITexLi | 2021 | ISBN: 1839623780 9781839623783 1839623772 9781839623776 1839623799 9781839623790 | 131 pages | PDF | 8 MB
This book provides an update of the latest technological progress in signal processing and adaptive filters, with a focus on Kalman filters and applications.
Active filters are key technologies in applications such as telecommunications, advanced control, smart grids, and green transport.
The book illustrates fundamentals and guides filter design for specific applications, primarily for graduate students, academics, and industrial engineers who are interested in the theoretical, experimental, and design aspects of active filter technologies.
Contents
1. Fundamentals of Narrowband Array Signal Processing
2. Reconfigurable Filter Design
3. Kalman Filter Estimation and Its Implementation
4. A Constant Gain Kalman Filter for Wireless Sensor Network and Maneuvering Target Tracking
5. Parameter Estimation of Weighted Maxwell-Boltzmann Distribution Using Simulated and Real Life Data Sets
6. Averaging Indoor Localization System
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