Browse this collection by:

E. L. Dyer, R. G. Baraniuk and D. H. Johnson, "Sparse Coding with Population Sketches," 2009.

R. Baraniuk and M. Crouse, "Fast, Exact Synthesis of Gaussian and nonGaussian LongRangeDependent Processes," 2009.

M. A. Davenport, C. Hegde, M. Duarte and R. G. Baraniuk, "A Theoretical Analysis of Joint Manifolds," 2009.

C. D. Scott, R. G. Baraniuk and M. A. Davenport, "Tuning support vector machines for minimax and NeymanPearson classification," Rice University ECE Technical Report, no. TREE 0804, 2008.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly and R. G. Baraniuk, "Singlepixel imaging via compressive sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 8391, 2008.

M. F. Duarte, M. A. Davenport, M. B. Wakin, J. N. Laska, D. Takhar, K. F. Kelly and R. G. Baraniuk, "Multiscale random projections for compressive classification," IEEE International Conference on Image Processing (ICIP), 2007.

M. A. Davenport, R. G. Baraniuk and C. D. Scott, "Minimax support vector machines," IEEE Workshop on Statistical Signal Processing (SSP), 2007.

C. D. Scott and M. A. Davenport, "Regression level set estimation via costsensitive classification," IEEE Transactions on Signal Processing, vol. 55, no. 6, pp. 27522757, 2007.

R. G. Baraniuk, M. A. Davenport, R. A. DeVore and M. B. Wakin, "A simple proof of the restricted isometry property for random matrices," Constructive Approximation, 2007.

P. T. Boufounos and R. G. Baraniuk, "Quantization of Sparse Representations," 2007.

M. A. Davenport, M. F. Duarte, M. B. Wakin, J. N. Laska, D. Takhar, K. F. Kelly and R. G. Baraniuk, "The smashed filter for compressive classification and target recognition," Computational Imaging V at SPIE Electronic Imaging, 2007.

R. G. Baraniuk, M. A. Davenport and M. B. Wakin, "Detection and estimation with compressive measurements," 2006.

V. J. Ribeiro, R. H. Riedi and R. G. Baraniuk, "Multiscale Queuing Analysis," IEEE Transactions on Networking, 2006.

W. L. Chan, H. Choi and R. G. Baraniuk, "Coherent Multiscale Image Processing using Quaternion Wavelets," IEEE Transactions on Image Processing, 2006.

R. G. Baraniuk and M. Wakin, "Random Projections of Smooth Manifolds," 2006.

S. Rajagopal and J. R. Cavallaro, "Truncated online arithmetic with applications to communication systems," IEEE Transactions on Computers, vol. 55, no. 10, pp. 12401252, 2006.

M. A. Davenport, R. G. Baraniuk and C. D. Scott, "Learning minimum volume sets with support vector machines," pp. 301306, 2006.

S. Sarvotham, D. Baron and R. G. Baraniuk, "Measurements vs. Bits: Compressed Sensing meets Information Theory," 2006.

S. So, G. Wysocki, P. Frantz and F. K. Tittel, "Development of Digital Signal Processor controlled Quantum Cascade Laser based Trace Gas Sensor Technology," IEEE Sensors, 2006.

V. Delouille, R. Neelamani and R. G. Baraniuk, "Robust Distributed Estimation Using the Embedded Subgraphs Algorithm," IEEE Transactions on Signal Processing, vol. 54, no. 8, pp. 2998  3010, 2006.

R. Neelamani, R. de Queiroz, Z. Fan and R. G. Baraniuk, "JPEG Compression History Estimation for Color Images," IEEE Transactions on Image Processing, vol. 15, no. 6, pp. 13651378, 2006.

M. A. Davenport, M. B. Wakin, M. F. Duarte and R. G. Baraniuk, "Sparse Signal Detection from Incoherent Projections," vol. 3, pp. III305  III308, 2006.

M. A. Davenport, R. G. Baraniuk and C. D. Scott, "Controlling False Alarms with Support Vector Machines," vol. 5, pp. V589  V592, 2006.

M. Wakin and R. G. Baraniuk, "Random Projections of Signal Manifolds," vol. 5, pp. V941  V944, 2006.

M. Wakin, J. Romberg, H. Choi and R. G. Baraniuk, "WaveletDomain Approximation and Compression of Piecewise Smooth Images," IEEE Transactions on Image Processing, vol. 15, no. 5, pp. 10711087, 2006.

R. G. Baraniuk, M. Wakin, M. F. Duarte, J. A. Tropp and D. Baron, "Random Filters for Compressive Sampling and Reconstruction," vol. 3, pp. III872  III875, 2006.

R. Wagner, R. G. Baraniuk, S. Du, D. B. Johnson and A. Cohen, "An Architecture for Distributed Wavelet Analysis and Processing in Sensor Networks," pp. 243250, 2006.

M. Wakin, M. F. Duarte, R. G. Baraniuk and D. Baron, "Universal Distributed Sensing via Random Projections," pp. 177185, 2006.

D. Baron and R. G. Baraniuk, "Faster Sequential Universal Coding via Block Partitioning," IEEE Transactions on Information Theory, vol. 52, no. 4, pp. 17081710, 2006.

D. Johnson and M. Lexa, "Broadcast Detection Structures with Applications to Sensor Networks and Distributed Structures, Sequential Optimization, and Quantization for Detection," IEEE Transactions on Signal Processing, 2006 and 2007.

V. Chandrasekaran, M. Wakin, D. Baron and R. G. Baraniuk, "Representation and Compression of MultiDimensional Piecewise Functions Using Surflets," None, 2006.

V. J. Ribeiro, R. H. Riedi and R. G. Baraniuk, "Optimal Sampling Strategies for Multiscale Stochastic Processes," Institute of Mathematical Statistics Lecture Notes  Monograph Series, 2006.

M. A. Davenport, "The 2nuSVM: A CostSensitive Extension of the nuSVM," Rice University ECE Technical Report, no. TREE 0504, 2005.

S. Sarvotham, D. Baron, M. Wakin, M. F. Duarte and R. G. Baraniuk, "Distributed Compressed Sensing of Jointly Sparse Signals," pp. 15371541, 2005.

S. Sarvotham, D. Baron and R. G. Baraniuk, "VariableRate Universal SlepianWolf Coding with Feedback," pp. 812, 2005.

I. W. Selesnick, R. G. Baraniuk and N. G. Kingsbury, "The DualTree Complex Wavelet Transform," IEEE Signal Processing Magazine, vol. 22, no. 6, pp. 123151, 2005.

C. Rozell and D. Johnson, "Modeling wireless sensor and actuator networks using frame theory," 2005.

D. Baron, M. F. Duarte, M. Wakin, S. Sarvotham and R. G. Baraniuk, "Analysis of the DCS onestage Greedy Algorothm for Common Sparse Supports," None, no. TR0503, 2005.

P. Frantz and Y. Yamada, "Development of Japaneselanguage DSP Education Content in the Connexions Project," 2005.

M. Wakin, D. Donoho, H. Choi and R. G. Baraniuk, "The Multiscale Structure of NonDifferentiable Image Manifolds," 2005.

W. L. Chan, H. Choi and R. G. Baraniuk, "Coherent Image Processing using Quaternion Wavelets," 2005.

R. Wagner, H. Choi, R. G. Baraniuk and V. Delouille, "Distributed Wavelet Transform for Irregular Sensor Network Grids," pp. 11961201, 2005.

R. Neelamani, S. Dash and R. G. Baraniuk, "On Nearly Orthogonal Lattice Bases," siam journal on discrete mathematics, 2005.

C. Rozell and D. Johnson, "Analyzing the robustness of redundant population codes in sensory and feature extraction systems," 2005.

R. Neelamani, R. de Queiroz, Z. Fan, S. Dash and R. G. Baraniuk, "JPEG Compression History Estimation for Color Images," IEEE Transactions on Image Processing, 2005.

M. Jansen, R. G. Baraniuk and S. Lavu, "Multiscale Approximation of Piecewise Smooth TwoDimensional Function using Normal Triangulated Meshes," Journal of Applied and Computational Harmonic Analysis, vol. 19, no. 1, pp. 92130, 2005.

S. PalChaudhuri, R. Kumar, R. G. Baraniuk and D. B. Johnson, "Design of Adaptive Overlays for Multiscale Communication in Sensor Networks," pp. 173190, 2005.

C. Rozell and D. Johnson, "Examining methods for estimating mutual information in spiking neural systems," Neurocomputing, vol. 6566C, pp. 429434, 2005.

A. Sabharwal and U. Mitra, "Rateconstrained Relaying: A Model for Cooperation with Limited Relay Resources," IEEE Transactions on Information Theory, 2005.

V. J. Ribeiro, Z. Zhang, S. Moon and C. Diot, "SmallTime Scaling Behavior of Internet Backbone Traffic," Computer Networks, vol. 48, no. 3, pp. 315334, 2005.

S. Sarvotham, R. H. Riedi and R. G. Baraniuk, "Network and User Driven AlphaBeta Onâ Off Source Model for Network Traffic," Computer Networks, vol. 48, no. 3, pp. 335350, 2005.

M. Gadhiok, R. Hardy, P. Murphy, P. Frantz, H. Choi and J. R. Cavallaro, "An FPGAbased Daughtercard for TIs C6000 family of DSKs," pp. 8586, 2005.

C. Rozell and D. Johnson, "Analysis of noise reduction in redundant expansions under distributed processing requirements," 2005.

Y. Guo, D. McCain and J. R. Cavallaro, "FFTAccelerated Iterative MIMO Chip Equalizer Architecture For CDMA Downlink," 2005.

H. Choi and R. G. Baraniuk, "Multiscale Manifold Representation and Modeling," vol. 4, 2005.

M. Memarzadeh and D. Johnson, "Optimal digital communication of analog signals," 2005.

R. Wagner, S. Sarvotham and R. G. Baraniuk, "A Multiscale Data Representation for Distributed Sensor Networks," vol. 4, 2005.

M. Wakin, D. Donoho, H. Choi and R. G. Baraniuk, "HighResolution Navigation on NonDifferentiable Image Manifolds," vol. 5, 2005.

R. King, R. G. Baraniuk and R. H. Riedi, "TCPAfrica: An Adaptive and Fair Rapid Increase Rule for Scalable TCP," vol. 3, pp. 18381848, 2005.

R. Wagner, S. Sarvotham, H. Choi and R. G. Baraniuk, "Distributed Multiscale Data Analysis and Processing for Sensor Networks," Rice University ECE Technical Report, 2005.