CONTROL, COMMUNICATION & SIGNAL PROCESSING (CCSP)
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1 CONTROL, COMMUNICATION & SIGNAL PROCESSING (CCSP) KEY RESEARCH AREAS Data compression for speech, audio, images, and video Digital and analog signal processing Image and video processing Computer vision Filtering and estimation Pattern recognition and neural networks Information theory Digital communications Communication networks Scientific and engineering computation and algorithms Identification and modeling Nonlinear, adaptive, and robust control Hybrid systems 1
2 Control Group Katie Byl: robotics, dynamics, locomotion, control, autonomous systems, learning Shivkumar Chandrasekaran: numerical analysis; numerical linear algebra; scientific computation Joao Hespanha: networked control systems; game theory; multi-agent systems; vision-based feedback control Control Group Yasamin Mostofi: mobile sensor networks; wireless systems; networked control systems (also part of communications group) Andy Teel: control design and analysis for nonlinear dynamical systems; input-output methods; actuator nonlinearity 2
3 Communications Group U. Madhow: wireless communication; adaptive signal processing; high speed networks; multi-agent systems Ken Rose: signal compression; information theory; source channel coding; pattern recognition and classification; nonconvex optimization John Shynk: adaptive filtering; blind equalization; wireless communications; array processing Signal Processing Group Jerry Gibson: data, speech, image, and video compression; multimedia over networks; wireless communications; information theory; digital signal processing Hua Lee: optimization of imaging systems, system analysis & signal processing; optical & acoustical imaging systems; tomographic & holographic systems; computer vision of robotic systems; medical imaging & remote sensing; radar & sonar imaging; digital image processing & enhancement 3
4 Signal Processing Group Michael Liebling: biological image acquisition, reconstruction, processing and analysis; development and integration of novel imaging, image processing, and image analysis for the modeling and understanding of biological systems B.S. Manjunath: image processing; computer vision; neural networks; multimedia databases Signal Processing Group Larry Rabiner: communications, control, and signal processing; digital signal processing; digital speech processing; multimedia communications; multimodal processing; shared reality systems Pradeep Sen: computer graphics, imaging 4
5 Courses - M.S. DEGREE Course requirements: 10 courses from specified areas, or 8 courses and a thesis In the CCSP area you are required to choose 4 major area courses and 2 minor area courses Courses - Ph.D. DEGREE The expectation is that you will complete the MS course requirements if you do not already have an MS degree Almost all students will initially take courses even if they already have an MS degree 5
6 Major Courses - CONTROL Required: ECE 230A Linear Systems I ECE 147B Digital Control Systems Theory and Design ECE 229 Hybrid Systems ECE 230B Linear Systems II ECE 232 Robust Sontrol w/ Apps ECE 234 Identification for Control ECE 236 Nonlinear Control Systems ECE 237 Nonlinear Control Design ECE 238 Advanced Control Design Lab ECE 240A Optimal Estimation & Filtering ECE 247 System Identification ECE 248 Kalman and Adaptive Filtering ECE 249 Adaptive Control Systems ECE 270 Noncooperative Game Theory ECE 271A Principles of Optimization Major Courses - COMMUNICATIONS ECE 205A Information Theory ECE 235 Stochastic Processes ECE 240A Optimal Estimation and Filtering ECE 242 Digital Signal Compression ECE 243A Digital Communication Theory ECE 243B Advanced Digital Communication Theory ECE 246 Data Communication Networks ECE 250 Wireless Communication & Networking ECE 282 Error Correcting Codes 6
7 Major Courses SIGNAL PROCESSING ECE 241 Multimedia Compression ECE 245 Adaptive Filter Theory ECE 258A Advanced Digital Signal Processing ECE 258B Multirate Digital Signal Processing ECE 259A Digital Speech Processing ECE 259B Fundamentals of Speech Recognition ECE 277B Pattern Recognition ECE 278A Digital Image Processing ECE 278B Principles of Biological Microscopy ECE 278C Imaging Systems ECE/CS 281B Topics in Computer Vision 7
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