Usman Khan


Spring 2015 @ KTH: Information Processing over Graphs



Lectures 01 to 03
Lectures 04 to 06
Lectures 07 to 08

HW 1
HW 2

A tentative list of topics and deliverables can be found here

Schedule
Tuesday and Thursday, 3:00pm - 4:15pm, 6th Floor Conference Room, Osquldas väg 10
First lecture, February 17, 2015
Last lecture, March 19, 2015

Instructor
Prof. Usman Khan
Email: khan AT ece DOT tufts DOT edu
Course web: http://www.eecs.tufts.edu/~khan/Courses/Spring2015/KTH/kth_spring2015.html

Helpful references
Graph Theory: Modeling, Applications, and Algorithms, Agnarsson and Greenlaw, Prentice Hall, 2007.
Network Science, T. G. Lewis, Wiley, 2009.
Modern Graph Theory, B. Bollobás, Springer, New York, NY, 1998.
Algebraic Graph Theory, C. Godsil and G. F. Royle, Springer, New York, NY, 2001.
Parallel and Distributed Computation: Numerical Methods, J. Tsitsiklis and D. Bertsekas, Prentice-Hall, 1989, available online.
Matrix Computations, G. H. Golub and C. F. Van Loan, Johns Hopkins Press, 1996.

Statistical Signal Processing, L. Scahrf, Addison-Wesley, 1991.
Fundamentals of Statistical Signal Processing: Estimation Theory, S. M. Kay, Prentice Hall, 1993.
Fundamentals of Statistical Signal Processing: Detection Theory, S. M. Kay, Prentice Hall, 1998.
Mathematical Statistics, P. J. Bickel and K. A. Docksum, Prentice Hall, 2001.

A Course in Robust Control Theory: A Convex Approach, G. E. Dullerud and F. Paganini, Springer, 2000.
Feedback Control of Dynamic Systems, G. F. Franklin, J. D. Powell and A. Emami-Naieni, Prentice Hall, 2009.



Electrical and Computer Engineering
School of Engineering
Tufts University