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Biomedical engineering and signal processing, particularly development of mathematical models of auditory physiology for predicting auditory perception in normal-hearing and hearing-impaired individuals; assistive devices for the hearing impaired such as hearing aids and cochlear implants; auditory neurophysiology and psychophysics; digital speech processing; stochastic and nonlinear systems.

Development of new computer-based systems video binare optionen signale freight techniques for recording and analysing physiological signals in the basic research and clinical medical laboratories; Theoretical and in-vivo experimental response of motor neurons to different modes of stimulation of human compound nerves.

Nano-bonding of materials, devices, and components from emerging technology of microelectronics, photonics, micro electro mechanical systems MEMSbio-MEMS, bio-MOEMS and microfluidics for miniaturized and robust micro- and nano-system for health and environmental applications. Biomedical signal processing ; Medical imaging ; Biochemical sensing ; Environmental monitoring ; Array signal processing.

Microwave video binare optionen signale freight millimeter-wave imaging and detection; Inverse problems; Computational electrodynamics; Computer-aided analysis and design; Radar ; Antennas ; Microwave devices. Assessment of normal and diseased tissue microstructure and the resultant modulation of tissue metabolism using magnetic resonance imaging MRI and in vivo nuclear magnetic resonance NMR spectroscopy ; Diseases of interest include cancer, musculoskeletal disorders and traumatic brain injury TBI.

Statistical signal processing, including blind signal separation, blind deconvolution, image processing, and applications of numerical Bayesian estimation MCMC techniques.

View our Faculty Listing. Introduction to computer organizations; algorithmic state machine design; micro processor based system design including memory and peripheral interfaces; interrupt systems; software development tools; machine-level coding and programming. Three lectures, one tutorial, one lab every other week; second term Prerequisite s: Fundamental concepts of programming languages: Three lectures, one tutorial, one lab every other week; first term Prerequisite s: Data abstraction; algorithm analysis; recursion; lists; stacks; queues; trees; searching; hashing; sorting; sets; relations; functions; modular arithmetic; video binare optionen signale freight theory and algorithms.

Numerical analysis; linear and nonlinear systems; least squares and matrix decomposition; polynomials, elements of linear algebra, optimization; numerical integration and differentiation; interpolation; engineering applications. Three lectures, one tutorial; second term Prerequisite s: Three lectures, one tutorial, one lab every week; first term Prerequisite s: Registration in a Computer Engineering or Electrical Engineering program.

Advanced circuit analysis including dependent sources; second order circuits; Laplace transforms with applications; frequency response; 2-port networks; coupled circuits; power relationships. Three lectures, one tutorial, and one lab every other week; second term Prerequisite s: Semiconductor devices and electronic circuits; electrical characteristics, principles of operation, circuit models of diodes, field-effect and bipolar transistors, and operational amplifiers; analysis and design of basic application circuits.

Three lectures, one tutorial, one lab every week; second term Prerequisite s: Structure of natural and synthetic biomaterials, biocompatibility; biomechanics; physiological fluid mechanics; drug delivery and artificial organs; imaging of biological tissue structure. Three lectures, one tutorial; first term Prerequisite s: Generation and transmission of bioelectricity in excitable cells; ionic transport in cellular membranes; propagation of electricity within and between cells; cardiac and neural physiology; measurement of extracellular fields; electrical stimulation of excitable cells.

Analog and digital electronics; operational amplifier circuits; video binare optionen signale freight amplifiers; oscillators; analog and digital integrated circuits; data converters; amplifier frequency response; feedback and stability; computer aids to analysis and design. Complex variables and integration in the complex plain; Fourier transforms, properties; Laplace transforms and inversion; input-output relations of linear systems; discrete time systems.

Probability theory; random variables; expectations; random processes; autocorrelation; power spectral densities. Introduction to mathematical and engineering methods for describing and predicting the behaviour of biological systems; including sensory receptors, neuromuscular and biomechanical video binare optionen signale freight statistical models of biological function; kinetic models of biological thermodynamics.

Generation and nature of bioelectric potentials; electrodes and other transducers; principles of instrumentation; electrical safety; neuromuscular and cardiovascular instrumentation; ultrasonics and other medical imaging. Physical principles of medical image acquisition and formation; post-processing for magnetic video binare optionen signale freight imaging and spectroscopy; comparisons to other medical imaging modalities. The design process; safety; a term project composed of small teams of students including an oral presentation and written report.

Three lectures, two tutorials, one capstone project; both terms Prerequisite s: Optimization technologies for engineering modeling and design; modeling and electromagnetics-based design optimization of devices, circuits and systems in the radio-frequency, wireless, and microwave arenas; space mapping methodologies and exploitation of surrogates; technical and nontechnical presentation and communication skills.

Advanced signal processing algorithms for transmission and reception of data in wire-line, wireless and mobile communications; Design and application of multi-rate filter banks and wavelets; Robust and blind adaptive filtering. Communication algorithms ; Information theory and experimental implementations for optical channels, especially wireless optical channels. Target tracking ; Information fusion ; Signal processing ; Communications ; Sensor resource management ; System diagnosis and fault detection.

Fiber optic communication systems; Photonic devices; Modeling and simulation of optical communication systems. Photonic devices with emphasis on semiconductor laser diodes, packaging and integration of photonic devices and sub-systems ; Video binare optionen signale freight communication systems and networks.

Design tools for surface acoustic wave SAW devices ; Analysis, design and application of novel ultrasonic devices ; Circuits for medical telemetry.

Computer networks ; Local and metropolitan area networks ; Wireless communications ; Smart antennas ; Fixed wireless internet access ; Embedded wireless communications ; Low power wireless protocols ; Picocellular radio networks ; Bluetooth ; Performance evaluation ; Queueing theory. Signal detection and estimation ; Sensor array processing ; Adaptive filtering ; Communication theory ; Optimum designs of transmitters and receivers ; MIMO communications ; Applications of wavelets and solitons in communications ; Biomedical signal processing.

Wireless communication networks ; Design and performance modeling of wireless mobile communications networks ; Radio resource management, quality-of-service provisioning, mobility management, access control and admission control. Introduction video binare optionen signale freight switching and communication networks; packet switching; shared media access and LANs; error control; network layer operation and the Internet; ISDN; wireless networks; performance and simulation. Time-varying fields, uniform plane waves, reflection and transmission, dispersion, transmission lines and video binare optionen signale freight matching, waveguides, elements of theory of radiation video binare optionen signale freight antennas.

Review of continuous-time signals and systems; amplitude modulation, phase and frequency modulation schemes; digital modulation; stochastic processes; noise performance. Optical fibers and their propagation characteristics. Optical amplifiers and modulators.

Digital modulation systems, intersymbol interference, equalization, synchronization; ASK, FSK, PSK, MSK, optimal receiver, noncoherent detection; introduction to information video binare optionen signale freight entropy, source coding, mutual information, channel capacity.

Three lectures, one tutorial two-hours ; first term Prerequisite s: Topics include wireless communications systems, multiple antenna systems, channel models and error control coding.

Three lectures, one tutorial two-hours ; second term Prerequisite s: Optimization methods; computer-aided design and modeling of microwave circuits; neural networks applications; smart analysis of microwave circuits; efficient optimization using time domain simulation methods. Hybrid and electric powertrain design and control; Power electronic converters; Advanced vehicle modeling; Smart-charging and EV integration into the smart-grid.

Modelling of control systems in the continuous-time domain; state space representations; model linearization; performance of control systems in time and frequency; stability; control design. Analyze, model, and predict the performance of energy conversion devices and systems including single-phase and balanced three-phase systems, video binare optionen signale freight, DC and AC generators and motors.

Three lectures, one tutorial, one lab every other week, second term Prerequisite s: Design of linear control systems using classical and state-space techniques; performance limitation; sampled-data control; nonlinear systems; multi-input multi-output control systems. To analyze, model, and predict the performance of basic power converter configurations.

To design proper switching circuits. Elements of generation, transmission, and distribution systems; system-wide energy flow and control; modelling and simulation; economics and management; fault prediction and management.

Analysis of unsymmetrical electrical systems, load flow studies, dynamic stability of electrical power systems, power system protection, emerging systems and issues relating to electrical power quality and the impact thereof on plant and customer loads, new generation and connection concepts for large electrical power systems with-regard-to sustainable energy resources, their management, technical challenges and solutions, high voltage DC Video binare optionen signale freight networks, Smart grids.

Our Electromagnetics and Photonics research stream maintains world-class standing in both graduate training and research. The Electromagnetic Optimization team Prof. Bakr develops new modeling, adjoint-sensitivity analysis, and optimization approaches for high and low-frequency engineering applications.

The adjoint sensitivities are applied to the design of electric motors for hybrid and electric cars. The team is also video binare optionen signale freight design approaches for cloaking devices, for THz antenna arrays, video binare optionen signale freight for energy harvesting devices and systems, including nano antennas, MIM, and MIIM diodes operating in the THz regime. Nikolova works on radio-frequency, microwave and millimeter-wave systems for the near-field imaging and detection of optically obscured objects.

Some of the exciting research projects include:. The Photonics team develops new integrated photonic devices Prof. Li as well as systems for fiber-optic links video binare optionen signale freight networks Prof. Recent research projects include:. Diffusion theory; Electromagnetic scattering and propagation in random media; Geometric phases in quantum theory and coherent states; MRI physics; Population dynamics; Radar scattering; Stochastic differential equations; Stochastic quantization.

Binary numbers and codes; Boolean algebra; combinational circuit design; electrical properties of logic circuits; sequential circuit design; computer arithmetic; programmable logic; CPU organization and design.

Advanced design methods of digital systems including modelling, simulation, synthesis and verification using hardware description languages, timing analysis and hardware debugging; implementation of computer peripherals in programmable devices.

Three lectures, one tutorial, one lab three hours every week; first term Prerequisite s: Instruction set design, computer arithmetic, assembly language, controller and datapath design, cache and memory systems, input-output systems, networks interrupts and exceptions, pipelining, performance and cost analysis, computer architecture history and a survey of advanced architectures.

Video binare optionen signale freight lectures, one tutorial one lab three hours every other week; second term Prerequisite s: Two lectures, one tutorial, one lab every week; second term Prerequisite s: The microelectronics research focuses on microelectronic, nanoelectronic and optoelectronic components and systems. A major research focus is on nanoelectronic, optoelectronic and nanotechnology-based components and systems for information and communication systems, as well for health and environmental applications.

Design and test research tackles the rapid increase in the complexity of digital very large scale integrated VLSI circuits and enables novel applications on reconfigurable hardware. Other research and technology development involves nanotechnology-based sensing and imaging systems using our state-of-the-art heterogeneous integration, characterization, and evaluation facilities.

Physics, modeling, and simulation of microelectronics fabrication process technology; the study of materials properties, process physics, and electronic devices both in conventional VLSI technologies and in emerging technologies. CMOS and MOSFET integrated circuit design; fabrication and layout; simulation; digital and analog circuit blocks; computer-aided design and analysis; testing and verification. Two lectures, one tutorial two hoursone lab every other week; first term Prerequisite s: A number of faculty members in the department have been pursuing research interests that fall within the broad spectrum of the disciplines of optimization, learning and control in electrical and computer engineering.

Video binare optionen signale freight work in the development of the space mapping optimization technique has enabled rapid optimization of high-fidelity systems and devices that rely on complex multi-physics simulations at substantially reduced computational cost. Applications of optimization techniques in the design and control of communication systems, modern power and energy systems, and electrified transportation systems have been of particular interest.

Video binare optionen signale freight applications of estimation, learning and control in self-driving cars and unmanned aerial vehicles and robots are also being pursued.

Signal, image and video processing research group has been at the forefront of signal processing research with activities that cover a wide range from theoretical research to the design of VLSI, optical and opto-electronic systems for fast implementation of signal processing algorithms. Faculty in this research video binare optionen signale freight are involved in applying state of the art signal processing techniques to a wide range of real world problems.

Recent applications include medical imaging, tracking, self-driving cars, EEG signal processing video image compression and other multimedia related technologies.

Facilities for fabrication of microelectronic and electro-optical devices and video binare optionen signale freight network of workstations and computers provide a rich infrastructure for research in signal video binare optionen signale freight image processing. The faculty members of video binare optionen signale freight research group have been recognized through awards given by a number of professional societies, including the Institute of Electrical and Electronics Engineers IEEE.

A number of faculty members of this group serve as editors for IEEE publications. The faculty in this groups are involved in a range of interdisciplinary research projects with collaborations with faculty in the medical school and the departments of psychology.

Graduate students play a central role in the life of the group. There is a close video binare optionen signale freight between the faculty members of the group and their students.

Seminars involve faculty, students, and guest speakers from other universities and local industry.

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