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EE 566: Digital Image Processing
3.00 Credits
University of South Alabama
Review of digital image fundamentals; different image transforms; image enhancement techniques; image restoration methods; detection of discontinuities and thresholding. Prerequisite: EE 365 or instructor's permission. Fee.
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EE 566 - Digital Image Processing
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EE 567: Biomedical Imaging
3.00 Credits
University of South Alabama
No course description available.
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EE 567 - Biomedical Imaging
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EE 568: Pattern Recognition
3.00 Credits
University of South Alabama
Review of probability theory and linear algebra; Introduction to pattern recognition; various approaches to pattern recognition - statistical, syntactic and neural pattern recognition; Decision procedures - Bayes decision theory, classifiers and decision surfaces, Neyman-Pearson theory, sequential decision theory, error probabilities and error bounds; Parameter estimation and supervised learning - maximum likelihood estimation, Bayes estimation, and sufficient statistics; Non-parametric techniques - density estimation, Parzen windows, nearest neighbor rule, and k-nearest neighbor rule; Feature extraction and nonlinear mapping - optimal features, eigen vector analysis, and nonlinear mapping; Fuzzy systems in pattern recognition - fuzzy sets and membership functions, fuzzy operators, reasoning and composition, fuzzy system design; Methods of testing - C, U and L methods; Introduction to 3D pattern recognition. Prerequisite: EE 566 or consent of instructor.
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EE 568 - Pattern Recognition
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EE 569: Advanced Digital System Design
3.00 Credits
University of South Alabama
Design techniques for high-speed digital interfaces and circuit boards; signal integrity including crosstalk and ground bounce; electromagnetic aspects of high-speed digital design; frequency-domain analysis of power-system integrity; state-of-the-art buses and standards. This course is dually listed with an equivalent undergraduate-level course (EE 469) and requires a minimum GPA of 2.75 or the instructor's permission for admission. Prerequisite: EE 264, EE 268, and EE 334 or equivalent. Fee.
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EE 569 - Advanced Digital System Design
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EE 571: Wireless Communications
3.00 Credits
University of South Alabama
The cellular concept and system design fundamentals, propagation in mobile radio channels, large scale fading; small-scale fading and multi-path statistical distributions, distributions, diversity and diversity combining techniques. This course is dually listed with an equivalent undergraduate level course (EE 471) and requires instructor's permission for admission. Corequisite: EE 573 or equivalent. Fee.
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EE 571 - Wireless Communications
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EE 573: Advanced Communication Systems
3.00 Credits
University of South Alabama
Digital line coding; pulse shaping; partial response signaling; scrambling; M-ary communication; digital carrier systems and digital multiplexing. Probability; random processes; white noise and the behavior of analog systems in the presence of noise. Information theory; compact codes and error correcting codes. This course is dually listed with an equivalent 400-level course (EE 473). Prerequisite: EE 372 or Instructor's permission. Fee.
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EE 573 - Advanced Communication Systems
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EE 574: Digital Communications
3.00 Credits
University of South Alabama
Analysis and design of digital communication systems based on probability theory; signal space representation and optimum detection principles; Digital modulation techniques and their performance in additive white Gaussian noise. Prerequisite: EE 473 or equivalent or instructor's permission. Fee.
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EE 574 - Digital Communications
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EE 575: Sig Det - Estimation Theory
3.00 Credits
University of South Alabama
Simple-hypothesis detection; detection of signals with unknown parameters; Bay's maximum likelihood estimation of signal parameters; detection of stochastic signals; nonparametric detection and estimation. Prerequisite: Instructor's permission.
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EE 575 - Sig Det - Estimation Theory
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EE 576: Optical Communications
3.00 Credits
University of South Alabama
Light sources, detectors, fiber components and optical systems for fiber communication; free-space inter-satellite optical networks for high-speed global communication; coding problems in optical fiber data transmission; three-dimensional optical data storage for database processing; propagation losses and fiber amplifiers; and optical free-space interconnections in future computers. Prerequisite: Instructor's permission.
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EE 576 - Optical Communications
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EE 577: Information Theory
3.00 Credits
University of South Alabama
Self-information; entropy; mutual information and channel capacity; encoding; error detecting and correcting codes. Sampling theorem. Discrete and continous channels. Band-limited channels. Prequisite: Instructor's permission.
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EE 577 - Information Theory
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