2013–2014 UNIVERSITY CATALOG - Florida Institute of Technology

ECE 5117 MULTIMEDIA COMMUNICATIONS (3 credits). Introduces multimedia,
continuous and discrete media, multimedia data compression, image coding
and video coding basics, JPEG and MPEG standards, multimedia networking, multimedia
over Internet, multimedia over wireless networks. (Requirement: Graduate
standing.) Prerequisites: ECE 3222.
ECE 5118 WIRELESS SENSOR NETWORKS (3 credits). Pervasive networks
and network embedded systems, power-aware issues in wireless sensor networks,
collaborative signal and information processing, routing and MAC protocols in
sensor networks, clustering and coordination in sensor networks, sensor networks
applications. (Requirement: Graduate standing.)
ECE 5201 LINEAR SYSTEMS 1 (3 credits). Studies linear spaces, linear operators
and matrix calculus; mathematical description of linear dynamic systems, the
relation between state variable descriptions and system transfer functions; controllability
and observability of systems, realization of rational transfer function
matrices and introduces nonlinear analysis. Prerequisites: ECE 4231 or MTH 2201.
ECE 5202 LINEAR SYSTEMS 2 (3 credits). Continues study of linear spaces, linear
operators and matrix calculus; mathematical description of linear dynamic systems,
the relation between state variable descriptions and system transfer functions;
controllability and observability of systems, realization of rational transfer function
matrices and the introduction to nonlinear analysis. Prerequisites: MTH 5201.
ECE 5221 PERSONAL COMMUNICATION SYSTEMS (3 credits). Overviews the
principles of operation, general architectures, access methods, modulation schemes
and performance of cellular and personal communications systems. Presents design
criteria for modern systems and use of real world tools to demonstrate design concepts.
Prerequisites: ECE 4221.
ECE 5223 DIGITAL COMMUNICATIONS (3 credits). Covers physical media,
digital modulation, detection, intersymbol interference, adaptive equalization,
spectrum control, error control and synchronization. Prerequisites: ECE 4221,
MTH 5425.
ECE 5233 SATELLITE COMMUNICATIONS (3 credits). A comprehensive study
of the systems aspects of satellite communications, with emphasis on digital communications.
Includes an analysis of AWGN channels, performance degradation
caused by band limiting, nonlinearities, phase noise, etc. Presents a survey of existing
operational satellite systems. Prerequisites: ECE 4221.
ECE 5234 COMMUNICATIONS THEORY (3 credits). Covers theory of signal
spaces; dimensionality and distance; optimum methods of statistical detection and
estimation; characteristics of noise; introduction to information theory, including
channel capacity, source coding and channel coding; and time-bandwidth limitations
and rate-distortion theory. Prerequisites: ECE 4221.
ECE 5238 ERROR CONTROL CODING (3 credits). Introduces algebra, linear
block codes, Galois fields, cyclic codes, circuits for cyclic codes, BCH codes, spectral
techniques for encoding and decoding, and convolutional codes.
ECE 5243 DIGITAL CONTROL SYSTEMS (3 credits). Analyzes and designs
digital control systems using state-variable techniques and time-domain analysis;
sampling, z-transform analysis and the frequency domain; and controllability and
observability. Prerequisites: ECE 5201.
ECE 5245 DIGITAL SIGNAL PROCESSING 1 (3 credits). Describes discrete-time
signals in the time and frequency domains; z-transform, discrete Fourier transform,
FFT algorithms; introduction to classical digital filter design techniques; and filter
banks.
ECE 5246 DIGITAL SIGNAL PROCESSING 2 (3 credits). Modern methods of
data compression, signal modeling spectral estimation and linear prediction; Wiener
filtering and an introduction to Kalman filtering and adaptive filtering; and other
topics from the current literature. Prerequisites: ECE 5245, MTH 5425.
ECE 5248 ADVANCED FILTERING (3 credits). Bayesian estimation theory; filtering,
smoothing and prediction for linear and nonlinear systems, Gaussian and
non-Gaussian models, and for known or unknown models; fast algorithms for filter
design and implementation; linear, nonlinear and adaptive filters; applications.
Prerequisites: ECE 5201, MTH 5425.
ECE 5251 RADAR SYSTEMS (3 credits). Covers characteristics of radar, prediction
of range and performance, types of radar (pulse-Doppler, MTI, CW, etc.);
modern radar technologies, phased-array systems, clutter, jamming; and introduces
signal processing methods.
ECE 5256 DIGITAL IMAGE PROCESSING (3 credits). Investigates image processing
by machine for such purposes as robotics, biomedicine, remote sensing
and photogrammetry. Includes image enhancement and analysis, transform techniques
including wavelet transform, feature extraction, segmentation, compression
and morphology.
258 Florida Tech 2013–2014
ECE 5258 PATTERN RECOGNITION (3 credits). Includes Bayes decision theory;
optimal pattern recognition algorithms; feature extraction criteria and algorithms;
adaptive pattern recognition; supervised and unsupervised learning; applications
to failure detection; and target, image and speech recognition. Prerequisites:
ECE 5201, MTH 5425.
ECE 5259 MEDICAL IMAGING (3 credits). Presents the interdisciplinary principles
of medical imaging techniques such as diagnostic ultrasound, radiography,
x-ray computer tomography (CT) and magnetic resonance imaging (MRI). Includes
the physical principles, noise modeling and signal processing for each imaging
modality. Prerequisites: MTH 2201, MTH 2401.
ECE 5268 THEORY AND APPLICATIONS OF NEURAL NETWORKS (3 credits).
Includes learning in a single neuron, single- and multi-layer perceptrons, recurrent
neural networks, structured neural networks, neural networks to perform principal
component analysis, principal component regression and partial least squares
regression. (Requirement: Instructor approval or prerequisite course.) Prerequisites:
ECE 5201 or MTH 5102.
ECE 5270 SPECIAL TOPICS IN SYSTEMS (3 credits). Topics of current interest
in the technical literature on systems.
ECE 5290 MODEL-BASED SYSTEMS ENGINEERING (3 credits). Covers the
principles, methodologies and processes of the model-based systems engineering
methodology. Covers the design, development and validation of complex systems
for engineers and professionals. Focuses on system modeling language (SysML),
incorporating flexibility, refinement and collaboration.
ECE 5291 CUBESAT DESIGN (3 credits). Covers the principles of CubeSat
architecture. Includes typical subsystems (payload, command and data handling,
communications, power and navigation), electrical interfaces and communications
protocols. Focuses on the electrical systems needed to design a full CubeSat or
spacecraft. Prerequisites: ECE 5290.
ECE 5301 SEMICONDUCTOR DEVICE THEORY (3 credits). Reviews basic
semiconductor physics and band theory; development of detailed theory of p-n junctions;
Schottky barrier diodes, bipolar transistors and heterojunctions. Introduction
of field effect transistor theory include JFETs, MOSFETs and VLSI technologies.
Prerequisites: ECE 3331.
ECE 5310 VLSI PROCESSING (3 credits). Presents VLSI fabrication theory.
Includes silicon material properties, growth techniques and defects; details of
chemical vapor deposition (CVD), thermal oxidation, solid-state diffusion, ion
implantation, VLSI lithography and metallization. Prerequisites: ECE 3331.
ECE 5311 MICROELECTRONICS FABRICATION LAB (3 credits). Hands-on
fabrication and testing of integrated circuits including oxidation, diffusion, photolithography,
metallization and etching. Students perform all process steps required,
beginning with polished silicon wafers and ending with completed integrated circuits
that are tested and characterized.
ECE 5331 IC COMPUTER-AIDED ANALYSIS (3 credits). Presents the fundamentals
of CAD techniques for the IC design verification including the hierarchy
of simulation tools. Emphasizes the mathematical and numerical techniques used
for circuit level simulation. Prerequisites: ECE 2551, ECE 3111.
ECE 5333 ANALOG IC DESIGN (3 credits). Design of analog integrated circuits
using bipolar, CMOS and related technologies. Includes bipolar and MOS DC/
AC models, fundamental single-stage amplifier topologies, current sources and
bias networks, power amplifier topologies and opamp circuit design. Prerequisites:
ECE 3111, ECE 3331.
ECE 5350 OPTICAL ELECTRONICS (3 credits). Principles of stimulated emission;
electromagnetic field modes in optical resonators; ray tracing techniques in
laser resonators and beam delivery systems; Gaussian beam profiles and laser linewidths;
noise in lasers and optical amplifiers; excitation methods; mode locking
and Q-switching techniques; picosecond and femtosecond laser pulse generation;
optical bistable devices.
ECE 5351 FIBER-OPTIC COMMUNICATION SYSTEMS (3 credits). Includes
optical fiber links, comparison between optical and electronic communication links;
data encoding and bit error rates; properties of single, multimode and polarization
preserving optical fibers, including attenuation, pulse spreading, bandwidth and
maximum bit rate; transmitter and receiver design considerations, link design.
ECE 5352 FIBER-OPTIC SENSOR SYSTEMS (3 credits). Studies fundamental
theory and state-of-the-art fiber-optic sensor systems; comparison with conventional
sensors for strain, temperature, electric and magnetic fields; specialized fiber-optic
components; use of multimode, singlemode, polarization preserving and high birefringence
optical fibers, interferometric- and intensity-based sensor architectures.