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| Digital Signal Processing Fundamental | |
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| Sequences | |
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| The Sampling Function | |
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| Samples Signal Spectra | |
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| Spectra of Continuous Time and Discrete Time Signals | |
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| Linear Time-Invariant Operators | |
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| Causality | |
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| Difference Equations | |
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| The z- Transform Description of Linear Operators | |
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| Frequency Domain Transfer Function of an Operator | |
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| Frequency Response from the z-Transform Description | |
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| Digital Filters | |
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| Finite Impulse Response (FIR) Filters | |
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| Infinite Impulse Response (IIR) Filters | |
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| Examples of Filter Responses | |
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| Filter Specifications | |
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| Discrete Fourier Transforms | |
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| Form | |
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| Properties | |
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| Power Spectrum | |
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| Averaged Periodograms | |
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| The Fast Fourier Transform (FFT) | |
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| An Example of the FFT | |
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| Nonlinear Operators | |
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| m-Law and A-Law Compression | |
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| Probability and Random Processes | |
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| Basic Probability | |
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| Random Variables | |
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| Mean, Variance, and Gaussian Random Variables | |
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| Quantization of Sequences | |
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| Random Processes, Autocorrelation, and Spectral Density | |
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| Modeling Real-World Signals with AR Processes | |
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| Adaptive Filters and Systems | |
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| Wiener Filter Theory | |
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| LMS Algorithms | |
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| References | |
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| C Programming Fundamentals | |
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| The Elements of Real-Time DSP Programming | |
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| Variables and Data Types | |
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| Types of Numbers | |
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| Arrays | |
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| Operators | |
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| Assignment Operators | |
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| Arithmetic and Bitwise Operators | |
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| Combined Operators | |
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| Logical Operators | |
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| Operator Precedence and Type Conversion | |
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| Program Control | |
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| Conditional Execution: if-else | |
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| The Switch Statement | |
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| Single-Line Conditional Expressions | |
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| Loops: while, do-while, and for | |
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| Program Jumps: break, continue, and goto | |
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| Functions | |
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| Defining and Declaring Functions | |
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| Storage Class, Privacy, and Scope | |
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| Function Prototypes | |
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| Macros and the C Preprocessor | |
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| Conditional Preprocessor Directives | |
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| Aliases and Macros | |
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| Pointers and Arrays | |
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| Special Pointer Operators | |
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| Pointers and Dynamic Memory Allocation | |
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| Arrays of Pointers | |
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| Structures | |
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| Declaring and Referencing Structures | |
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| Pointers to Structures | |
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| Complex Numbers | |
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| Common C Programming Pitfalls | |
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| Array Indexing | |
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| Failure to Pass-by-Address | |
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| Misusing Pointers | |
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| Numerical C Extensions | |
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| Complex Data Types | |
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| Iteration Operators | |
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| Comments on Programming Style | |
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| Software Quality | |
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| Structured Programming | |
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| References | |
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| DSP Microprocessors in Embedded Systems | |
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| Typical Floating-Point Digital Signal Processors | |
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| AT&T DSP32C and DSP3210 | |
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| Analog Devices ADSP-210XX | |
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| Texas Instruments TMS320C3X and TMS320C40 | |
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| Typical Programming Tools for DSP | |
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| Basic C Compiler Tools | |
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| Memory Map and Memory Bandwidth Considerations | |
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| Assembly Language Simulators and Emulators | |
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| Advanced C Software Tools for DSP | |
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| Source Level Debuggers | |
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| Assembly-C Language Interfaces | |
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| Numeric C Compilers | |
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| ReaL-Time System Design Considerations | |
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| Physical Input/Output (Memory Mapped, Serial, Polled) | |
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| Interrupts and Interrupt- Driven I/O | |
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| Efficiency of Real-Time Compiled Code | |
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| Multiprocessor Architectures | |
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| Real-Time Filtering | |
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| Real-Time FIR and IIR Filters | |
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| FIR Filter Function | |
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| FIR Filter Coefficient Calculation | |
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| IIR Filter Function | |
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| Real-Time Filtering Example | |
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| Filtering to Remove Noise | |
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| Gaussian Noise Generation | |
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| Signal-to-Noise Ratio Improvement | |
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| Sample Rate Conversion | |
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| FIR Interpolation | |
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| Real-Time Interpolation Followed by Decimation | |
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| Real-Time Sample Rate Conversion | |
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| Fast Filtering Algorithms | |
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| Fast Convolution Using FFT Methods | |
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| Interpolation Using the FFT | |
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| Oscillators and Waveform Synthesis | |
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| IIR Filters as Oscillators | |
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| Table-Generated Waveforms | |
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| References | |
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| 5 | |
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| FFT Power Spectrum Estimation | |
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| Speech Spectrum Analysis | |
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| Doppler Radar Processing | |
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| Parametric Spectral Estimation | |
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| ARMA Modeling of Signals | |
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| AR Frequency Estimation | |
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| Speech Pr | |