We wish to thank our mentor, JP Slavinsky. Without your guidance and support, this project would not have been possible.
Many thanks also to Dr. Rich Baraniuk – for creating Connexions, and (arguably more importantly), for presenting inspiring signal processing lectures throughout the semester.
J D Haupt's presentation to the Electrical Engineering department on sparse signal reconstruction was integral to the development of our algorithm, although it concentrated on efficiency rather than arbitrary reconstruction.
The algorithms and techniques discussed in the following papers were used for comparison against our algorithm:
Haupt, J. and R. Nowak. "Signal Reconstruction From Noisy Random Projections." IEEE Trans. Info. Theory, vol.52, no.9, pp.4036-4048, 2006. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1683924&isnumber=35459
J. Tropp and A. Gilbert, "Signal Recovery from Partial Information via Orthogonal Matching Pursuit." IEEE Trans. Info. Theory, vol. 53, no. 12, pp. 4655--4666, 2007. http://www.math.lsa.umich.edu/~annacg/papers/TG05-signal-recovery-rev-v2.pdf





Introduction
