Course Overview:
This two-course sequence introduces basic techniques
for multimedia signal processing and communications and discusses principles of
real-world communication systems and standards. The first course focuses on
speech, audio and image processing and communications. Topics include speech
and audio sampling and quantization, frequency domain characterization and
processing of speech and audio signals, speech and audio coding standards,
color perception and representation, basic image processing tools, image coding
standards, fundamentals of communication networks, wired and wireless telephone
systems. The course consists of two
weekly lectures of 2 hour, and some lecture hours will be used for in-class
experiments and demos. A class project is required, to be conducted by a team of 2 to 3
students. 4 credits.
Prerequisites: Computer programming experience (CS1114),
basic calculus (MA1022)
Projects: 1 term project to be performed by teams of 2. Require a project proposal, a midterm project report, and a final report and presentation.
Exams: There will be two exams (non-cumulative) plus weekly to bi-weekly
quizzes. Quiz problems will be selected from the homework assignment.
Homeworks: Approximately weekly
assignments. Homework will not be counted towards the final grade. But quiz
problems will be selected from the homework assignment. Homework solutions will
be posted before quiz.
Experiments: Several
experiments involving use of computers and software packages to process real
signals will be conducted during selected lecture
hours. Experiment reports are required and counted towards the final grade.
Grading Policy: Quiz and Experiment
Reports: 20%, First exam: 30%, Second exam: 30%, Project 20%.
Textbook: No
specific textbook is required. Supplementary reading materials will be provided
when appropriate.
Reference
Books:
ABET
competencies to be addressed:
|
a |
Students will gain the ability to apply knowledge of mathematics, science, and engineering to solve problems in multimedia processing and communications. |
|
b |
Students will gain an ability to design and conduct experiments, as well as to analyze and interpret data, through the project requirement and experiments. |
|
d |
Students will perform the project in teams of two or more, often consisting of students from different majors. This will help the development of their ability to function in multi-disciplinary teams |
|
g |
The project report and presentation requirement will contribute to the development of oral and written communications skills. |
|
h |
Students will get education on the impact of engineering solutions in a global and societal context, through lectures on various communications system development and their societal and economical impact |
|
k |
Students will learn techniques, skills, and modern engineering tools necessary for engineering practice through both project and experiments, including project planning, literature survey, presentation with modern presentation tools, and use of engineering softwares including Matlab and photoshop. |