ECE Courses by TIG

Course Number	Course Title and Catalog Description
ECE6255	Digital Processing of Speech Signals The application of digital signal processing to problems in speech communication. Part of this goal requires a laboratory project.
ECE6260	Data Compression and Modeling Theory and algorithms of signal encoding and decoding for data compression. Applications in information systems, digital telephony, digital television, and multimedia Internet.
ECE6273	Methods of Pattern Recognition with Application to Voice Theory and application of pattern recognition with a special application section for automatic speech recognition and related signal processing.
ECE7252	Advanced Signal Processing Theory A lecture and seminar treatment of the latest developments in signal processing. Emphasis is placed on current literature and emerging research areas.
ECE2026	Introduction to Signal Processing Introduction to discrete-time signal processing and linear systems. Sampling theorem. Filtering. Frequency response. Discrete Fourier Transform. Z Transform. Laboratory emphasizes computer-based signal processing.
ECE6280	Cryptography and Security Algebraic and number theory approaches to cryptographic techniques, information security, secret key and public key encryption, signature schemes, hash functions, message authentication, and key distribution. Credit not allowed for both ECE 6280 and CS 6260.
ECE6282	Radar Imaging An in depth study of digital signal processing methods for Synthetic Aperture Radar (SAR) image formation. Methods are also applicable to sonar.
ECE6277	DSP Software Systems Design Specification, evaluation, and implementation of realtime DSP applications on embedded DSP-based environments.
ECE6272	Fundamentals of Radar Signal Processing Signal modeling including radar cross section, multipath, and clutter. Properties of the ambiguity function and coded waveforms. Algorithms for doppler processing, detection, and radar imaging.
ECE6271	Adaptive Filtering Basic theory of adaptive filter design and implementation. Steepest descent, LMS algorithm, nonlinear adaptive filters, and neural networks. Analysis of performance and applications.
ECE6786	Medical Imaging Systems A study of the principles and design of medical imaging systems such as X-ray, ultrasound, nuclear medicine, and nuclear magnetic resonance. Cross-listed with BMED 6786.
ECE3077	Introduction to Probability and Statistics for ECE Introduction to probability, random variables, distributions, estimation, confidence intervals, linear regression and other tools for describing and managing uncertainty in electrical and computer engineering.
ECE7251	Signal Detection and Estimation Detection theory and estimation theory and their application to communications and statistical signal processing problems.
ECE6780	Medical Image Processing Studying biomedical image analysis techniques including image enhancement, analysis, classification, and interpretation for medical decision-making through practicals and projects. Cross-listed with BMED6780.
ECE4270	Fundamentals of Digital Signal Processing Introduction to Digital Signal Processing. Sampling Theorem,Discrete-time Fourier transform,power spectrum,discrete Fourier transform and the FFT algorithm,z-Transform, digital filter design and implementation.
ECE4271	Applications of Digital Signal Processing Applications of DSP in speech, image processing, radar, pattern recognition, and adaptive filtering requiring working software implementations applied to the analysis of real signals.
ECE4273	Design Synthesis of Application-Specific Signal Processors Fundamentals of theory and practice of DSP chip design in VHDL. Exposure to tools and environments for chip design, simulation, and verification.
ECE6276	DSP Hardware Systems Design A study of theory and practice in the design and implementation of DSP algorithms on programmable processors, multiprocessors, and ASICs.
ECE6279	Spatial Array Processing Introduce application areas where signals are sampled over space and time. Transfer knowledge of time-based techniques to spatial processing. Develop algorithms unique to spatial processing.
ECE6258	Digital Image Processing An introduction to the fundamentals and the theory of multidimensional signal processing and digital image processing, including key applications in multimedia products and services including machine learning
ECE6250	Advanced Digital Signal Processing An introduction to advanced signal processing methods that are used in a variety of application areas.
ECE6254	Statistical Machine Learning An introduction to the theory of statistical learning and practical machine learning algorithms with applications in signal processing and data analysis.
ECE4260	Random Signals and Applications Introduction to random signals and processes with emphasis on applications in ECE. Includes basic estimation theory, linear prediction, and statistical modeling.

ECE Courses by TIG

Digital Processing of Speech Signals

Data Compression and Modeling

Methods of Pattern Recognition with Application to Voice

Advanced Signal Processing Theory

Introduction to Signal Processing

Cryptography and Security

Radar Imaging

DSP Software Systems Design

Fundamentals of Radar Signal Processing

Adaptive Filtering

Medical Imaging Systems

Introduction to Probability and Statistics for ECE

Signal Detection and Estimation

Medical Image Processing

Fundamentals of Digital Signal Processing

Applications of Digital Signal Processing

Design Synthesis of Application-Specific Signal Processors

DSP Hardware Systems Design

Spatial Array Processing

Digital Image Processing

Advanced Digital Signal Processing

Statistical Machine Learning

Random Signals and Applications