Analytical properties of generalized Gaussian distributions

A Dytso, R Bustin, HV Poor, S Shamai - Journal of Statistical Distributions …, 2018 - Springer
Abstract The family of Generalized Gaussian (GG) distributions has received considerable
attention from the engineering community, due to the flexible parametric form of its …

Deterministic identification over channels with power constraints

MJ Salariseddigh, U Pereg, H Boche… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The deterministic identification (DI) capacity is developed in multiple settings of channels
with power constraints. A full characterization is established for the DI capacity of the …

Amplitude constrained MIMO channels: Properties of optimal input distributions and bounds on the capacity

A Dytso, M Goldenbaum, HV Poor, S Shamai - Entropy, 2019 - mdpi.com
In this work, the capacity of multiple-input multiple-output channels that are subject to
constraints on the support of the input is studied. The paper consists of two parts. The first …

Capacity Bounds for Additive Symmetric -Stable Noise Channels

ML De Freitas, M Egan, L Clavier… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Impulsive noise features in many modern communication systems-ranging from wireless to
molecular-and is often modeled by the α-stable distribution. At present, the capacity of α …

When are discrete channel inputs optimal?—Optimization techniques and some new results

A Dytso, M Goldenbaum, HV Poor… - 2018 52nd Annual …, 2018 - ieeexplore.ieee.org
Discrete channel inputs have been shown to maximize mutual information under various
settings. This paper offers a brief review of corresponding optimization methods. Specifically …

Sharp moment-entropy inequalities and capacity bounds for symmetric log-concave distributions

M Madiman, P Nayar, T Tkocz - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We show that the uniform distribution minimizes entropy among all one-dimensional
symmetric log-concave distributions with fixed variance, as well as various generalizations …

On additive channels with generalized Gaussian noise

A Dytso, R Bustin, HV Poor… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper considers a problem of communication over an additive noise channel where the
noise is distributed according to a Generalized Gaussian (GG) distribution. In the first part of …

Portfolio selection via graph-aware Gaussian processes with generalized Gaussian likelihood

N Li, Z Xia, Y Li, EE Kuruoğlu, Y Jiang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Portfolio selection aims to manage the allocation of wealth among different assets, which
remains to be a fundamental and challenging financial task. Markowitz's mean-variance …

Improved upper bounds and structural results on the capacity of the discrete-time Poisson channel

M Cheraghchi, J Ribeiro - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
New capacity upper bounds are presented for the discrete-time Poisson channel with no
dark current and an average-power constraint. These bounds are a consequence of …

Optimal detection for one-shot transmission over diffusion-based molecular timing channels

Y Murin, N Farsad, M Chowdhury… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper studies optimal detection for communication over diffusion-based molecular
timing (DBMT) channels. The transmitter simultaneously releases multiple information …