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Basic Signal Theory | |
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Introduction | |
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Signals, Power, and Energy | |
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Fourier Representation of Signals | |
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Orthonormal Expansions and Fourier Transforms | |
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Fourier Transform Properties | |
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The Complex Signal Representation | |
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Linear Systems | |
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Definition | |
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The Impulse Response and Convolution Integral | |
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The Transfer Function | |
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Stochastic Processes | |
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Fourier Transforms and Power Spectra | |
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The Weiner-Khintchine Theorem | |
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Linear System Response to Stochastic Signals | |
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Summary | |
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Echo Energy and Time Base | |
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Introduction | |
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The Echo Energy Cycle | |
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Geometry and Kinematics | |
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Collinear Motion | |
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Signal Models | |
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Relativistic Time Mapping | |
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Summary | |
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Detection and Estimation | |
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Introduction | |
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Binary Detection | |
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Multiple Hypotheses | |
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Non-random Point Echo Detection | |
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Slowly Fluctuating Point Scattering | |
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White Gaussian Noise (WGN) | |
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The Rician Model | |
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Correlated Gaussian Interference | |
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Wide Sense Stationarity | |
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Parameter Estimation | |
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Maximum Likelihood Estimation | |
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The Cramer-Rao Bound (CRB) | |
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Multiple Parameters | |
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The Role of the Ambiguity function | |
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Summary | |
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Ambiguity Functions | |
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Introduction | |
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Models and Notation | |
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Wide and Narrowband AF Models | |
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The AF of Real Waveforms | |
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Alternative Signal Representations | |
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The Wavelet Transform (WT) | |
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The Wigner-Ville Distribution (WVD) | |
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AF and UF Properties | |
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General Properties | |
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Auto AF Properties at the Origin | |
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The Wideband Expansion Derivation for [tau] | |
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The Deterministic Model | |
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The Narrowband Expansion for the Fluctuating Model | |
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The Bandpass Waveform | |
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Ambiguity properties at the origin | |
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Window functions | |
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Analytic waveform expansion coefficients | |
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Estimation Accuracy and the Ambiguity Error Ellipse | |
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Wideband Doppler Resolvency | |
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Narrowband Model Error | |
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Quadratic Distortion (QD) | |
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The Stationary Phase Principle | |
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Summary | |
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Waveforms | |
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Introduction | |
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Ambiguity Resolution | |
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Woodward's Time Resolution Constant | |
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The Wigner-Ville Time-Frequency Criterion | |
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Sparse Signal Sequences | |
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Wideband Ambiguity Consistency | |
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Global Ambiguity Properties | |
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Frequency Hop Codes | |
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Costas Codes | |
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Congruence Codes | |
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AF Sidelobe Bounds for Hop Codes | |
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Hop Code AF Main Lobe Characteristics | |
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Logarithmic Frequency Allocation of Hop Codes | |
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PRN Waveforms | |
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Shift Register Sequences | |
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Runs and Repeated Segments | |
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Generating a PRN Code Sequence | |
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Autocorrelation and Power Spectrum | |
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Doppler Tolerance | |
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HFM/LPM Waveforms | |
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Doppler Resolvent Dilation Tolerant Waveforms | |
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Simultaneous Transmission | |
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Summary | |
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Spread Scattering and Propagation | |
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Introduction | |
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The Linear Spreading Models | |
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Time-Frequency Correlation and Scattering Functions | |
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The Wideband Model | |
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Receiver Response | |
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Total Energy and the Detection Index | |
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Scattering Function Convolution | |
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Processing Gain Estimation | |
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Scattering models; the signal component | |
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Scattering models: the reverberation component | |
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Receiver Outputs and G[subscript p] for CW, LFM and Sparse FSK Waveforms | |
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The Performance of "Thumbtack" Waveforms | |
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Receiver Optimization | |
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The Optimal Mismatched Receiver in WGN | |
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The Composite Cross Ambiguity Function | |
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Post-Detection Combining | |
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The Estimator-Correlator (EC) | |
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Generalized Signal to Interference Ratio | |
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The EC for Uncorrelated Data | |
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EC Receiver Operating Characteristics | |
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EC Mismatch Error | |
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Diversity Combining | |
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Frequency diversity code design | |
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Summary | |
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The Spatial Representation | |
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Arrays and Beam Formation | |
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The Rectangular Aperture | |
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The Discrete Aperture | |
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Array Processing | |
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Continuous Passive Signals | |
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Active Receiver Implementation and Parameter Estimation | |
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The CR Bound for Spatial Processing | |
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Split Processing | |
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Spatially Spread Scattering | |
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Monopulse Bearing Estimation | |
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Amplitude Comparison | |
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Interference Error | |
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Phase Comparison | |
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Spread Scattering Induced Bearing Bias | |
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Summary | |
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Symbols | |
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Glossary | |
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Index | |