Spring Electives Offered In-Person and Online!

Advanced analog design consideration including noise analysis, feedback, fully- differential opamp design and simulation, behavioral modeling, switched capacitor circuits design and simulation, sample-and-hold circuits, offset-cancellation, autozeroing, and chopping. Comparators, introduction to Nyquist-rate ADCs (Flash, pipelined, SAR, folding) and DACs. Prerequisite courses: ECE 411 or ECE 511.

Time and frequency domain analysis and design of feedback systems using classical and state-space methods. Observability, controllability, pole placement, and observers. 

Magnetic materials and magnetic circuits, Transformers. Principles of electromechanical energy conversion, energy and coenergy concepts, forces and torques of electromagnetic origin. Introduction to rotating machines including synchronous machines and induction machines.

Fault analysis, symmetrical components, power system transients, protection and relaying, transient stability, power system operation and control, power system economics, power quality, and power system reliability. Prerequisite courses: ECE 473 or ECE 573.

An introduction to robotics with emphasis on automated systems applications. Topics include basic components of robotic systems; selection of coordinate frames; homogeneous transformations; solutions to kinematic equations; velocity and force/torque relations; manipulator dynamics; digital simulation of manipulator motion; motion planning; actuators of robots; sensors of robots; obstacle avoidance; and control design.

Advanced analog design consideration including noise analysis, feedback, fully- differential opamp design and simulation, behavioral modeling, switched capacitor circuits design and simulation, sample-and-hold circuits, offset-cancellation, autozeroing, and chopping. Comparators, introduction to Nyquist-rate ADCs (Flash, pipelined, SAR, folding) and DACs. Prerequisite courses: ECE 411 or ECE 511.

Implementation methods of DSP algorithms in programmable logic environment. Hardware required for DSP implementation: architectures; arithmetic; digital filters including FIR, IIR, and CIC. The course will also cover the efficient implementation of these algorithms and their impact on the implementation process and product costs. Prerequisite courses: ECE 454 or  ECE 554, and ECE 430 or ECE 530.

Probability theory for countable and uncountable sample spaces. Topics include random variables, conditional probability, independence, the transformation of random variables and their distributions, conditional expectation, mean-square estimation, and the orthogonality principle. Stochastic processes studied include Bernoulli, geometric, Poisson, white noise, random walk, and Brownian motion.

Phenomena peculiar to nonlinear systems. Linearization, iteration, and perturbation procedures. Describing function stability analysis. Phase plane methods. Relaxation oscillations and limit cycles. Stability analysis by Lyapunov’s method. Popov’s theorem. Adaptive control systems. Sensitivity analysis. Prerequisite course: ECE 660.

Design of wireless systems and RF circuits including amplifiers, oscillators, mixers, filters, and matching networks. Comparison of semiconductor device type characteristics and applications. Use of various analysis, simulation, characterization, and measurement tools for low-noise design, stability analysis, distortion analysis and mitigation, frequency synthesis, and transmission line characterization.

Energy band formation, semiconductor carrier statistics, and carrier transport including recombination and generation mechanisms. Physical operation and design of metal-semiconductor contacts, pn-junction diodes, MOS capacitors, and MOSFETs with both analytical and numerical approaches. Scaling rules, short-channel effects, and nanoscale transistors are also discussed.

Signals, noise, propagation, and protocol in analog and digital communication systems. Bandwidth, Fourier transforms, signal to noise ratio, and receiver noise figures. Introduction to modern wireless communication systems such as cellular, wireless data, and satellite data systems.

A survey of audio digital signal processing fundamentals and applications. Topics include sampling and quantization, analog to digital converters, time and frequency domains, spectral analysis, digital filters, audio effects, voice processing, music audio analysis, and synthesis, and other topics in audio signal processing. Algorithms with be implemented using the Python computing language in a Linux environment.

This offering serves as an introduction to cybersecurity resilience. The participants are instructed on how to carry out cybersecurity resilience research and re-structure information and make use of the Harvard case study pedagogy. Participants are expected to critically discuss, review, and write concise studies. Each individual and group will give a short case presentation. The class will be team-taught by subject matter experts who present materials, lead discussions and review curated discussion topics. Topics include use of cases in cybersecurity and resilience research, cybersecurity in an insecure age, algorithms and society, the age of cyber threats, digital Warfare, industrial control systems as a complex threat surface, passive reconnaissance and indirect attacks, diversity, and fender in cybersecurity and reliance, and cybersecurity policy and challenges in nation-states and global connectivity.