Rice DSP Publications
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D. Baron, M. F. Duarte, M. B. Wakin, S. Sarvotham, and R. G. Baraniuk,
"Distributed Compressive Sensing",
Preprint, Jan. 2009.
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M. F. Duarte, S. Sarvotham, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Theoretical Performance Limits for Jointly Sparse Signals via Graphical Models", Technical Report TREE-0802: Rice University, Department of Electrical and Computer Engineering , Jul. 2008.
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M. F. Duarte, S. Sarvotham, D. Baron, M. B. Wakin, and R. G. Baraniuk,
"Performance Limits for Jointly Sparse Signals via Graphical Models",
Proceedings of the Sensor, Signal and Information Processing (SenSIP) Workshop, Sedona, AZ, 2008.
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M. A. Sheikh, O. Milenkovic, S. Sarvotham, and R. G. Baraniuk,
"Compressive Sensing DNA Microarrays ", Technical Report TR0706. : Rice University, Department of Electrical and Computer Engineering , May 2007.
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M. A. Sheikh, S. Sarvotham, O. Milenkovic, and R. G. Baraniuk,
"DNA Array Decoding from Nonlinear Measurements by Belief Propagation",
Workshop on Statistical Signal Processing(SSP), pp. 215-219, 2007.
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S. Sarvotham, D. Baron, and R. G. Baraniuk,
"Measurements vs. Bits: Compressed Sensing meets Information Theory",
Allerton Conference on Communication, Control and Computing, Sept. 2006.
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D. Baron, M. B. Wakin, M. F. Duarte, S. Sarvotham, and R. G. Baraniuk,
"Distributed Compressed Sensing", Technical Report TREE-0612: Rice University, Department of Electrical and Computer Engineering , Nov. 2006.
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D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk,
"A New Compressive Imaging Camera Architecture using Optical-Domain Compression",
Proceedings of Computational Imaging IV at SPIE Electronic Imaging, San Jose, CA, pp. 43-52, 2006.
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M. B. Wakin, J. N. Laska, M. F. Duarte, D. Baron, S. Sarvotham, D. Takhar, K. F. Kelly, and R. G. Baraniuk,
"Compressive Imaging for Video Representation and Coding",
Proceedings of the Picture Coding Symposium (PCS), Beijing, China, 2006.
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M. B. Wakin, J. N. Laska, M. F. Duarte, D. Baron, S. Sarvotham, D. Takhar, K. F. Kelly, and R. G. Baraniuk,
"An Architecture for Compressive Imaging",
Proceedings of the International Conference on Image Processing (ICIP), Atlanta, GA, pp. 1273-1276, 2006.
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S. Sarvotham, M. B. Wakin, D. Baron, M. F. Duarte, and R. G. Baraniuk,
"Analysis of the DCS one-stage greedy algorithm for common sparse supports", Technical Report TREE-0503: Rice University, Department of Electrical and Computer Engineering , Oct. 2005.
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S. Sarvotham, D. Baron, and R. G. Baraniuk,
"Variable-Rate Universal Slepian-Wolf Coding with Feedback",
Asilomar Conference on Signals, Systems, and Computers, pp. 8-12, Nov. 2005.
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M. F. Duarte, S. Sarvotham, D. Baron, M. B. Wakin, and R. G. Baraniuk,
"Distributed Compressed Sensing of Jointly Sparse Signals",
Proceedings of the 39th Asilomar Conference on Signals, Systems and Computation, Pacific Grove, CA, pp. 1537-1541, Nov. 2005.
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R. Wagner, S. Sarvotham, and R. G. Baraniuk,
"A Multiscale Data Representation for Distributed Sensor Networks",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar. 2005.
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S. Sarvotham, R. H. Riedi, and R. G. Baraniuk,
"Network and User Driven Alpha-Beta Onâ Off Source Model for Network Traffic",
Computer Networks, 48(3), pp. 335-350, Jun. 2005.
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R. Wagner, S. Sarvotham, H. Choi, and R. G. Baraniuk,
"Distributed Multiscale Data Analysis and Processing for Sensor Networks": Rice University ECE Technical Report, Feb. 2005.
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D. Baron, M. F. Duarte, S. Sarvotham, M. B. Wakin, and R. G. Baraniuk,
"An Information Theoretic Approach to Distributed Compressed Sensing",
Proceedings of the 43rd Allerton Conference on Communication, Control, and Computing, Monticello, IL, 2005.
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M. F. Duarte, S. Sarvotham, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Joint Sparsity Models for Distributed Compressed Sensing",
Online Proceedings of the Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS), Rennes, France, 2005.
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M. B. Wakin, S. Sarvotham, M. F. Duarte, D. Baron, and R. G. Baraniuk,
"Recovery of Jointly Sparse Signals from Few Random Projections",
Proceedings of the Workshop on Neural Information Processing Systems, Vancouver, Canada, pp. 1435-1442, 2005.
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S. Sarvotham, R. H. Riedi, and R. G. Baraniuk,
"Multiscale Connection-Level Analysis of Network Traffic",
Asilomar Conference on Signals, Systems, and Computers, pp. 29-33, Nov. 2002.
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S. Sarvotham, X. Wang, R. H. Riedi, and R. G. Baraniuk,
"Additive and Multiplicative Mixture Trees for Network Traffic Modeling",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2002.
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S. Sarvotham, R. H. Riedi, and R. G. Baraniuk,
"Connection-level Analysis and Modeling of Network Traffic",
ACM Internet Measurement Workshop, pp. 99-103, Nov. 2001.
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V J. Ribeiro, M. J. Coates, R. H. Riedi, S. Sarvotham, B. Hendricks, and R. G. Baraniuk,
"Multifractal Cross-Traffic Estimation",
ITC Conference on IP Traffic, Modeling and Management, Monterey, CA (USA), Sep. 2000.
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