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Course Criteria
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3.00 Credits
This course will cover concepts and protocols which enable heterogeneous computer networks to work with each other, including transport (TCP, UDP), network (IP, IPng), routing (RIP, OSPF), network management (SNMP, SNMPv2, RMON), and other important protocols like ARP, ICMP, DNS, BOOTP, DHCP and HTTP. Advanced topics like Mobile IP, Real-time and reservation protocols (RTP, RSVP), IP multicast (IGMP, MBONE) and network security will also be examined. Emphasis will be on breadth of coverage, as well as hands-on programming experiences. Prerequisites/Corequisites: Prerequisite: ECSE 4670. Credit Hours: 3
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3.00 Credits
Structure of pattern classification problems. Mathematics of statistical decision theory: random vectors, multivariate probability functions, discriminants, parametric and nonparametric techniques, Bayesian and maximum likelihood estimation, feature selection, dimensionality reduction, whitening transformations. Adaptive methods and clustering. Five programming assignments and a term paper. Prerequisites/Corequisites: Prerequisite: ECSE 4500 or equivalent. When Offered: Fall term annually. Credit Hours: 3
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3.00 Credits
A comprehensive treatment of the theory, design, and implementation of digital signal processing structures. The sampling, quantization, and reconstruction process. Design of digital filters in both the time and frequency domains. Analysis of finite word length effects. Theory and applications of discrete Fourier transforms and the FFT algorithm. Applications from the communication, control, and radar signal processing areas. Prerequisites/Corequisites: Prerequisites: ECSE 4500, ECSE 4510. When Offered: Fall term annually. Credit Hours: 3
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3.00 Credits
Theory of multidimensional signal processing and its application to digital image and video processing. The first half will cover signals and systems, Fourier transform, z-transform, discrete Fourier transform, FIR and IIR filters and their design. The emphasis will be on the unexpected and important differences from the one-dimensional case. The second half consists of applications in image and video signal processing, e.g., compression coding, noise reduction, motion estimation, deblurring, and restoration. Prerequisites/Corequisites: Prerequisites: ECSE 6510, ECSE 6620. When Offered: Spring term annually. Credit Hours: 3
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3.00 Credits
Pictures and their computer representation. Image digitization, transform, and prediction methods. Image coding and image data compression. Digital enhancement techniques, histogram equalization, differencing, smoothing, and geometric corrections. Restoration and filtering. Edge detection and picture segmentation. Geometric analysis, connectedness, size, distance, directionality, and shape. Image processing languages and software. Applications from remote sensing, scene analysis, and medical-image analysis. Prerequisites/Corequisites: Prerequisites: prior exposure to probability, stochastic processes, and assembler language programming is recommended but not required. When Offered: Offered on sufficient demand. Credit Hours: 3
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3.00 Credits
Image formation and visual perception. Images, line structures, and line drawings. Preprocessing, boundary detection, texture, and region growing. Image representation in terms of boundaries, regions, and shape. Three-dimensional structures and their projections. Analysis, manipulation, and classification of image data. Knowledge-based approaches to image understanding. Applications from fields of robot vision, biomedical-image analysis, and satellite and aerial image interpretation. When Offered: Offered on sufficient demand. Credit Hours: 3
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3.00 Credits
Review of fundamental concepts and protocols of broadband and optical networking. Convergence of telephony, Internet and cable networks lead to new architectural and protocol concepts. Concepts and architectures covered in this course include: high-speed switching and router-design, traffic engineering, fiber optical communications, optical networking concepts, protection/restoration/survivability, optical link layers, quality of service, and broadband last-mile technologies. Prerequisites/Corequisites: Prerequisite: ECSE 4670. When Offered: Spring term odd-numbered years. Credit Hours: 3
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3.00 Credits
Review of OSI and IEEE 802 layered network architectures. Related queuing theory including basic Markov chain theory; M/M/1 and M/G/1 queues; and reservation, polling, and token passing systems. Protocols for multiple access channels such as satellite and packet radio networks including ALOHA and carrier sensing protocols. Local area network protocols: CSMA/CD, token passing rings and buses, implicit token protocols, and protocols for fiber optic LANs. Emphasis throughout on access protocols and their analysis. Prerequisites/Corequisites: Prerequisites: ECSE 4500, ECSE 4670. When Offered: Spring term even-numbered years. Credit Hours: 3
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3.00 Credits
The reliable development of VLSI designs. Topics include device modeling, comparative circuit performance, design for testability, multiprocessor architectures, and memory and microprocessor design. Laboratory experiments involve the use of an ensemble of CAD tools, including SPICE, placement and routing, and high-level design descriptions. A term report and project are required. Prerequisites/Corequisites: Prerequisite: ECSE 4220. When Offered: Offered on availability of instructor. Credit Hours: 3
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3.00 Credits
Software design aids for specifying IC design. Covers a spectrum of logic entry, simulation, placement, routing, network extraction, verification, PG tape generation, and testing. Use of a tool set for 2 micron CMOS gate array design using an industrial foundry. Designs are actually fabricated. Prerequisites/Corequisites: Prerequisites: ECSE 4770, ECSE 6700. When Offered: Offered on sufficient demand. Credit Hours: 3
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