6.454: Graduate Seminar in Area I

Course Schedule

Date Area Topic Leader Papers Writeup
9/8 Organizational Meeting        
9/22 MMSE estimation and lattice encoding/decoding for linear Gaussian Channels lattice encoding/decoding for linear Gaussian channels with an MMSE estimator Todd Coleman   Erez, Zamir '04, Forney '03, Zamir,Shamai,Erez '02, Summary, Slides
10/6 MMSE estimation and lattice encoding/decoding for linear Gaussian Channels Mutual Information and MMSE in Gaussian Channels Baris Nakiboglu  Guo, Shamai, Verdu_sub
Duncan '70, Kolmogorov '56
Summary, Slides
10/13 Eigenvalues of Graphs with Applications Random Matrix Theory and Applications Alex Olshevsky Farkas et al `01, Khoruzhenko, Mihail-Papadimitrou `02, Telatar `99 Summary, Slides
10/20 Eigenvalues of Graphs with Applications Spectral Graph Theory and its Applications Lillian Dai Spielman '96, Guattery '95, Kelner '04 Summary, Slides
10/27 Game Theory Efficiency Loss in network resource allocation Ashish Khisti Johari '04 Kelly 97 Summary Slides
11/3 Game Theory The Effects of Monopolistic Pricing in a Network Resource Allocation Game Danielle Hinton Acemoglu and Ozdaglar, '03 Summary
11/10 Wireless Networks The Capacity vs. Delay Trade-off in Wireless Networks Kyle Guan GK2000 GMPS2004 GT2002 NM2004 Summary
11/17 Wireless Networks
Cooperative Diversity in Wireless Networks Vijay Divi Laneman, Wornell, Tse '03 Azarian, El Gamal, Schniter '04 Zheng, Tse '03 Summary, Slides
11/22 Wireless Networks
Cooperative Strategies and Capacity Theorems for Relay Networks Desmond Lun Kramer et al., Xie and Kumar, Cover and El Gamal 1979 Summary, Slides
12/1 Heavy Traffic Theory
Basics of Brownian approximation, Resource pooling, State-space Collapse Elif Uysal-Biyikoglu Harrison & Lopez, Harrison, Harrison and VanMieghem, Ata et al Summary , Slides
12/8 Heavy Traffic Theory
Delay analysis of Switches using state-space-collapse Shashi Borade Shah'04, Stolyar'04 Summary, Slides

Last modified 10/23/2004.