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Course Criteria
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0.00 - 3.00 Credits
Semester: Spring of odd years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: ECE 835 or PHY 488 Description: Plasma kinetic and macroscopic plasma transport theory. Electromagnetic wave propagation and charged particle diffusion processes in plasma. Electromagnetic energy absorption via elastic and inelastic collisions. Dc, rf, and microwave discharges. Semester Alias: EE 850 Interdepartmental With: Astronomy and Astrophysics, Physics Administered By: Electrical and Computer Engineering Effective Dates: SUMMER 1999 - Open View all versions of this course
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0.00 - 3.00 Credits
Semester: Fall of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: Undergraduate coverage of linear algebra, differential equations and control/systems Description: State models and their stability, controllability, and observability properties. Finding minimal realizations of transfer functions. Design of state and output feedback controllers. Design of state observers. LQ regulator and the Kalman filter. Time-varying systems. Interdepartmental With: Mechanical Engineering Administered By: Electrical and Computer Engineering Effective Dates: FALL 2006 - Open
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0.00 - 3.00 Credits
Semester: Spring of odd years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Description: Static optimization. Nonlinear optimal control of discrete and continuous systems, with specialization to the LQ regulator and tracking. Extending the deterministic results to the Kalman filter and the LQG regulator. Dynamic programming and inequality constraints. Convex optimization and LMI's. Interdepartmental With: Mechanical Engineering Administered By: Electrical and Computer Engineering Effective Dates: FALL 2006 - Open
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0.00 - 3.00 Credits
Semester: Spring of even years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Restrictions: Open to graduate students in the College of Engineering. Description: Linear systems and norms for signals and systems. Investigation of stability and performance of control systems. Model reduction, uncertainty, and robustness. Parameterization of stabilizing controllers, Ricatti equations and related factorizations. Application to H-2, H-infinity, and L-1 control. Interdepartmental With: Mechanical Engineering Administered By: Mechanical Engineering Effective Dates: SPRING 2009 - Open View all versions of this course
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0.00 - 3.00 Credits
Semester: Fall of even years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Description: Real-time parameter estimation. Design of self-tuning regulators and model reference adaptive controllers. Investigation of robustness and robust adaptive controllers. Extension to nonlinear systems. Interdepartmental With: Mechanical Engineering Administered By: Electrical and Computer Engineering Effective Dates: FALL 2006 - Open
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0.00 - 3.00 Credits
Semester: Spring of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: ECE 851 Restrictions: Open to students in the College of Engineering. Description: Second-order systems and fundamental properties of solutions. Lyapunov stability, input-output stability, passivity, absolute stability, and linearization. Design of feedback controllers using integral control, feedback linearization, sliding mode control, Lyapunov redesign, passivity-based control, and recursive methods. Applications to electrical and mechanical systems. Semester Alias: ECE 827 Interdepartmental With: Mechanical Engineering Administered By: Mechanical Engineering Effective Dates: SPRING 2009 - Open View all versions of this course
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0.00 - 3.00 Credits
Semester: Fall of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: STT 441 Description: Advanced topics in random variable theory. Stochastic processes and stochastic calculus. Optimal systems for filtering and detection. Semester Alias: EE 863 Effective Dates: SUMMER 1999 - Open View all versions of this course
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0.00 - 3.00 Credits
Semester: Spring of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: ECE 863 Description: Analysis and implementation of statistical estimation and detection methods used in signal processing, communications, and control applications. Bayesian, Neyman-Pearson, and minimax detection schemes. Bayesian, mean-square-error, and maximum-likelihood estimation methods. Semester Alias: EE 864 Effective Dates: SUMMER 1999 - Open View all versions of this course
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0.00 - 3.00 Credits
Semester: Fall of odd years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: ECE 457 and ECE 863 Description: Optimum signal design in noisy channels, matched filters, quadrature sampling of band-pass signals in noise. Coherent and non-coherent binary modulation such as PSK, FSK, DPSK, M-ary modulation, intersymbol interference, spread spectrum. Semester Alias: EE 865 Effective Dates: SUMMER 1999 - Open View all versions of this course
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0.00 - 3.00 Credits
Semester: Spring of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Prerequisite: ECE 863 Description: Shannon information measures. Uniqueness theorem and chain rules of the entropy measures. Kullback-Leibler relative-entropy. The I-measure. Asymptotic Equipartition Property (AEP) for various sources. Channel capacity; discrete-memoryless and symmetric channels. The channel coding theorem. Rate-distortion theory. Applications of coding to modern communications and compression methods such as image Effective Dates: SPRING 2004 - Open
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