Advanced Array Signal Processing for Target Imaging and Detection

This reprint focuses on the analytical and experimental research of advanced array signal processing techniques, which are significant to the promotion of radar and sonar signal processing. The advanced array signal processing methods for target detection, imaging, and recognition using radar and so...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Format:	Buch
Sprache:	eng
Schlagworte:	3D contour reconstruction 3D sensing system activity recognition adaptive beamforming alternating-direction method of multipliers (ADMM) ArcSAR array signal processing asynchronous distributed hydrophones attention mechanism azimuth missing data back projection algorithm (BPA) blind sensing circular synthetic aperture radar clutter and noise suppression coherence bandwidth complementary waveforms contrast ratio convergence zone coupled normal mode CSI cyclostationary data redundancy deconvolution deep learning deep reinforcement learning detection and reconstruction of weak spectral lines detectors direction estimation direction of arrival estimation (DOA) direction-of-arrival (DOA) estimation DOA estimation Doppler frequency shift Doppler resolution drift compensation electronic warfare Engineering: general equalizers even-bounce reflection frequency invariability of acoustic field generalized waveguide variant genralized coprime sampling IAA image quality information extraction intelligent game jamming power dynamic allocation Joint Adaptive Focusing and Detection lightweight deep neural network matrix recovery maximum depth of focus millimeter-wave radar MIMO radar modal interference in frequency–depth plane MSE multiband antenna Nash equilibrium neural fictitious self-play neural networks non-Gaussian impulsive noises non-sparsity nonlinear blind source separation object segmentation odd-bounce reflection passive source localization pentagram geometry pointwise thresholding processor power spectrum sensing pulse noise recurrent neural networks regression ResNet18 robust Capon beamforming (RCB) SAR imaging scene size segmentation SAR imaging shallow water shallow water with a thermocline ship-radiated noise side-scan sonar sidelobe level control sidelobe suppression source depth discrimination Space–Time–Range sparse array sparse Bayesian learning sparse group constraints spherical radar coordinate system steering manifold matrix structured channel estimate subcarrier multiplexing Technology, Engineering, Agriculture, Industrial processes Technology: general issues thema EDItEUR three-dimensional sidelobe time-varying impulse response transfer learning transmission loss two-dimensional beampatterns underwater acoustic communication underwater acoustic nonlinear propagation underwater sonar unmanned ground vehicle vehicle target weak target detection Wentze–Kramers–Brillouin approximation wideband signals WiFi sensing “top–bottom shifting” effect
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Beschreibung
Zusammenfassung:	This reprint focuses on the analytical and experimental research of advanced array signal processing techniques, which are significant to the promotion of radar and sonar signal processing. The advanced array signal processing methods for target detection, imaging, and recognition using radar and sonar in a wide range of complex adverse environments with strong background noise/jamming are of particular interest, especially in terms of waveform design, synthetic aperture radar/sonar, direction of arrival estimation, adaptive beamforming, multiple-input multiple-output, and deep learning for target detection.
DOI:	10.3390/books978-3-7258-1314-8