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9 papers · 2 filters
On Beamformer Design for Multiuser MIMO Interference Channels
Juho Park, Youngchul Sung, H. Vincent Poor
This paper considers several linear beamformer design paradigms for multiuser time-invariant multiple-input multiple-output interference channels. Notably, interference alignment a…
An Information-theoretic Approach to Privacy
Lalitha Sankar, S. Raj Rajagopalan, H. Vincent Poor
Ensuring the usefulness of electronic data sources while providing necessary privacy guarantees is an important unsolved problem. This problem drives the need for an overarching an…
On Minimax Robust Detection of Stationary Gaussian Signals in White Gaussian Noise
Wenyi Zhang, H. Vincent Poor
The problem of detecting a wide-sense stationary Gaussian signal process embedded in white Gaussian noise, where the power spectral density of the signal process exhibits uncertain…
Reed Muller Sensing Matrices and the LASSO
Robert Calderbank, Sina Jafarpour
We construct two families of deterministic sensing matrices where the columns are obtained by exponentiating codewords in the quaternary Delsarte-Goethals code . This meth…
Sparse Reconstruction via The Reed-Muller Sieve
Robert Calderbank, Stephen Howard, Sina Jafarpour
This paper introduces the Reed Muller Sieve, a deterministic measurement matrix for compressed sensing. The columns of this matrix are obtained by exponentiating codewords in the q…
Error Rates of Capacity-Achieving Codes Are Convex
Sergey Loyka, Francois Gagnon, Victoria Kostina
Motivated by a wide-spread use of convex optimization techniques, convexity properties of bit error rate of the maximum likelihood detector operating in the AWGN channel are studie…