Matthew Pugh
Graduate Student Researcher
Digital Signal Processing Lab
ECE @ UCSD
RESEARCH TOPICS
| Feedback Reduction in Multiuser MIMO Broadcast Channels |
| Feedback Section and Reduction via Thresholding |
| Greedy Scheduling and Proportional Fair Sharing under i.i.d. Models |
| Optimal Quantization of CSI Feedback |
JOURNAL PAPERS
| M. Pugh and B.D. Rao, "Reduced Feedback Schemes Using Random Beamforming in MIMO Broadcast Channels," Signal Processing, IEEE Transactions on, vol.58, no.3, pp.1821-1832, March 2010 | ||
| M. Pugh and B.D. Rao, "Reducing Feedback in Broadcast Channels via Thresholding," submitted to IEEE Transactions on Signal Processing | ||
| M. Pugh and B.D. Rao, "Greedy Scheduling and Proportional Fair Sharing Under i.i.d. Models," in preparation for submission |
CONFERENCE PAPERS
| M. Pugh and B.D. Rao, "On the Capacity of MIMO Broadcast Channels with Reduced Feedback by Antenna Selection," Signals, Systems, and Computers, 2008 42nd Asilomar Conference on, pp.728-732, 26-29 Oct. 2008 | ||
| M. Pugh and B.D. Rao, "Feedback reduction in MIMO broadcast channels with LMMSE receivers," Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, pp.3050-3053, 14-19 March 2010 | ||
| M. Pugh and B.D. Rao, "Distributed Quantization of Order Statistics with Applications to CSI Feedback", Accepted Data Compression Conference, March 2011 |
Graduate Course Work
| Electrical & Computer Engineering |
| Random Processes | Stochastic Processes in Dynamical Systems | Detection Theory |
| Array Processing | Information Theory | Network Information Theory |
| Source Coding | Multiuser Communications | Principles of Wireless Networks |
| MIMO Wireless Communications | Digital Communications I & II | Algebraic Coding |
| Statistical Learning | Parameter Estimation I & II | Convex Optimization |
| Mathematical Statistics I,II, & III | Probability Theory I,II, & III | Multivariate Analysis |
| Stochastic Processes | Stochastic Differential Equations |
| Expander Graphs and Applications | Online Learning Theory |
Education
| University of California, Los Angeles |
| B.S. in Electrical Engineering | 2001-2005 |
| B.S. in Applied Mathematics | 2001-2005 |
| M.S. in Electrical and Computer Engineering | 2005-2008 |
| Ph.D. in Electrical and Computer Engineering | 2005-present |
