AMP-MMV Documentation

Learn more about the theory and practice of applying AMP-MMV to the multiple measurement vector problem here.

Publications

• "Efficient High-Dimensional Inference in the Multiple Measurement Vector Problem," J. Ziniel and P. Schniter, IEEE Transactions on Signal Processing, Vol. 61, No. 2, pp. 340-354, Jan. 2013.
• "Efficient Message Passing-Based Inference in the Multiple Measurement Vector Problem," J. Ziniel and P. Schniter, Proc. Forty-fifth Asilomar Conference on Signals, Systems, and Computers (SS&C), (Pacific Grove, CA), Nov. 2011. [slides]

Tutorials

• "AMP-MMV Tutorial."

AMP-MMV: An algorithm for efficient high-dimensional inference in the multiple measurement vector (MMV) problem

Authors

• Justin Ziniel
• Philip Schniter

See Also:

• Nuit Blanche
• Rice CS Resources
• T-MSBL Homepage
• IPS Lab