information systems lab - stanford university systems lab ... smart antennas: paulraj. 8. magnetic...
TRANSCRIPT
Information Systems LabAbbas El Gamal
Professor of EE and Director of ISLStanford University
Computer Forum 2007
2
Information Systems Lab
Interdisciplinary research lab in EEFormed in early 60s to study mathematical aspects of EE systems
Now includes 21 faculty members, over 110 PhD students
ISL has made significant contributions to:Foundations of signal processing, information theory, systems and control, and image processing Applications to communication, medical imaging, image and video communication, computer networks, and integrated circuit design and manufacturing
3
Impact on Information Technology
DSLCDMAMIMO wireless systems Optical communicationsSecure Internet communicationCompression standardsMRI Digital controlMicroprocessor designFPGA architecturesEmbedded systems Algorithms for IC manufacturing
4
ISL Research AreasInformation theory and coding:
Cover, El Gamal, Gill, Gray, Montanari, WeissmanCommunication network theory and algorithms
Bambos, PrabhakarImage and video processing and systems
El Gamal, Girod, GrayMedical imaging
Nishimura, PaulyOptimization, learning, and control
Boyd, Van RoyWireless communication
Goldsmith, PaulrajSignal processing
Gray, Montanari, Weissman, Widrow
5
Information Theory: Applications
Discrete Denoising: Weissman
Compression/ classification: Gray
Sender
Relay
Receiver
Network information theory: Cover, El Gamal
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
6
Optimization, Learning, and Control
Convex optimization: Boyd
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
Dynamic optimization: Van Roy
Statistical physics meets optimization: Montanari, Prabhakar
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
7
Communication and Networks
Video communication:Girod
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
Randomized algorithms: Prabhakar
Clean slate Internet
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
Wireless systems: Goldsmith
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
Smart antennas: Paulraj
8
Magnetic Resonance Systems
Research Lab (MRSRL)
Professor PaulyProfessor Nishimura
Medical Imaging
9
Sensor Networks
Collaborative Camera Network:El Gamal, Guibas
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
Wireless: Goldsmith
10
3D-FPGA
Move programming on top of logic Need very high
densityvertical interconnect
--> Monolithic stacking
LB CB
CB
LB CB LB
CB
LB
CB
LB LB
CB
LB CB LB CB LB
CB
CB
SB
SB
CB
SB
SB
LB CB
CB
LB CB LB
CB
LB
CB
LB LB
CB
LB CB LB CB LB
CB
CB
SB
SB
CB
SB
SB
CB
LB CB
CB
LB CB LB
CB
LB
CB
LB LB
CB
LB CB LB CB LB
CB
CB
SB
SB
CB
SB
SB
LB CB
CB
LB CB LB
CB
LB
CB
LB LB
CB
LB CB LB CB LB
CB
CB
SB
SB
CB
SB
SB
CB
Memory Layer
Switch LayerLogic Layer
El Gamal, Wong
Part of DARPA 3D-IC