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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...

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Guardat en:
Format: Online
Idioma:anglès
Publicat: MDPI - Multidisciplinary Digital Publishing Institute 2024
Matèries:
convergence zone
transmission loss
Wentze–Kramers–Brillouin approximation
coupled normal mode
electronic warfare
intelligent game
jamming power dynamic allocation
neural fictitious self-play
deep reinforcement learning
Nash equilibrium
azimuth missing data
maximum depth of focus
SAR imaging scene size
segmentation SAR imaging
complementary waveforms
pointwise thresholding processor
Doppler resolution
sidelobe suppression
array signal processing
sparse Bayesian learning
direction estimation
pulse noise
non-Gaussian impulsive noises
detection and reconstruction of weak spectral lines
deep learning
underwater acoustic communication
subcarrier multiplexing
neural networks
coherence bandwidth
equalizers
detectors
ArcSAR
unmanned ground vehicle
IAA
back projection algorithm (BPA)
millimeter-wave radar
3D sensing system
MIMO radar
Space–Time–Range
Joint Adaptive Focusing and Detection
Doppler frequency shift
MSE
three-dimensional sidelobe
clutter and noise suppression
side-scan sonar
deconvolution
image quality
contrast ratio
object segmentation
multiband antenna
sparse array
adaptive beamforming
sidelobe level control
circular synthetic aperture radar
odd-bounce reflection
even-bounce reflection
vehicle target
information extraction
3D contour reconstruction
“top–bottom shifting” effect
robust Capon beamforming (RCB)
sparse group constraints
alternating-direction method of multipliers (ADMM)
two-dimensional beampatterns
time-varying impulse response
drift compensation
structured channel estimate
underwater sonar
weak target detection
direction of arrival estimation (DOA)
pentagram geometry
steering manifold matrix
wideband signals
spherical radar coordinate system
direction-of-arrival (DOA) estimation
matrix recovery
source depth discrimination
modal interference in frequency–depth plane
generalized waveguide variant
shallow water with a thermocline
nonlinear blind source separation
ship-radiated noise
underwater acoustic nonlinear propagation
attention mechanism
recurrent neural networks
genralized coprime sampling
power spectrum sensing
non-sparsity
blind sensing
cyclostationary
activity recognition
WiFi sensing
transfer learning
CSI
ResNet18
asynchronous distributed hydrophones
shallow water
passive source localization
frequency invariability of acoustic field
DOA estimation
lightweight deep neural network
data redundancy
regression
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general
Accés en línia:ONIX_20240704_9783725813131_192
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Sumari: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.

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