More books in category: Sensors
by: David Swanson
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Topics include: bootstrapped error, time synchronous averaging, spatial whitening filter, backward error signals, narrowband correction, wavenumber response, wavenumber processing, look direction beam, analog signal reconstruction, whitening filter model, unity variance white noise, target maneuvering index, capillary vent, null synthesis, coherent multipath, electrical input impedance, wavenumber filtering, wave propagation modeling, compression stud, model order times, signal autocorrelation matrix, adaptive signal processing systems, digital impulse response, modal scaling, syntactic classifier
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Integrates a broad range of physics, algorithms, and sensing techniques for development of intelligent systems. Highlights adaptive least-squared error modeling. Covers complex sampling, physical system modeling using digital filters, frequency domain processing, beamforming, and much more.
Table of Contents
Fundamentals of digital signal processing: sampled data systems
the Z-transform
digital filtering
linear filter applications. Frequency domain processing: the Fourier transform
spectral density
wavenumber transforms. Adaptive system identification and filtering: linear least-squared error-modelling
recursive least-squared techniques
recursive adaptive filtering. Wavenumber sensor systems: narrowband PD and FAR
wavenumber field estimation
adaptive beamforming. Signal processing applications: intelligent sensor systems
transducers, electronics, and noise reduction techniques
Reviews:
...introduces the reader to the essential elements of the subject in a way that instills enthusiasm for the subject as well as an appreciation of its limitations, caveats, and subtleties....The material is presented in a consistent framework with abundant examples and references to applications."
---Acoustical Society, 2001