Information-theoretic approach to strategic communication as a hierarchical game

E Akyol, C Langbort, T Başar - Proceedings of the IEEE, 2016 - ieeexplore.ieee.org
This paper analyzes the information disclosure problems originated in economics through
the lens of information theory. Such problems are radically different from the conventional …

Joint source-channel coding over additive noise analog channels using mixture of variational autoencoders

YM Saidutta, A Abdi, F Fekri - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
In this paper, we present a learning scheme for Joint Source-Channel Coding (JSCC) over
analog independent additive noise channels. We formulate the learning problem by …

Low-delay analog joint source-channel coding with deep learning

Z Xuan, K Narayanan - IEEE Transactions on Communications, 2022 - ieeexplore.ieee.org
We consider the design of low-delay joint source-channel coding (JSCC) schemes for the
transmission of discrete-time analog sources over noisy channels based on deep neural …

[LIBRO][B] An introduction to single-user information theory

F Alajaji, PN Chen - 2018 - Springer
The reliable transmission and processing of information bearing signals over a noisy
communication channel is at the heart of what we call communication. Information theory …

Effective Communication with Dynamic Feature Compression

P Talli, F Pase, F Chiariotti, A Zanella… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The remote wireless control of industrial systems is one of the major use cases for 5G and
beyond systems: in these cases, the massive amounts of sensory information that need to be …

Low-Delay Digital and Hybrid Digital/Analog Schemes for Wyner-Ziv Problem over Gaussian Broadcast Channel

X Chen, Z Lin, C Chen, X Deng - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We consider practical low-delay coding schemes for the lossy transmission of a Gaussian
source over a Gaussian broadcast channel with two receivers in the Wyner-Ziv setting. One …

Control over Gaussian channels with and without source–channel separation

A Khina, ER Gårding, GM Pettersson… - … on Automatic Control, 2019 - ieeexplore.ieee.org
We consider the problem of controlling an unstable linear plant with Gaussian disturbances
over an additive white Gaussian noise channel with an average transmit power constraint …

Analog joint source-channel coding for Gaussian sources over AWGN channels with deep learning

Z Xuan, K Narayanan - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
We consider the design of neural network based joint source channel coding (JSCC)
schemes for transmitting an independent and identically distributed (iid) Gaussian source …

Energy-distortion exponents in lossy transmission of Gaussian sources over Gaussian channels

E Köken, D Gündüz, E Tuncel - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Lossy transmission of Gaussian sources over energy-limited Gaussian point-to-point and
broadcast channels is studied under the infinite bandwidth regime, ie, when the number of …

Optimal estimation with limited measurements and noisy communication

X Gao, E Akyol, T Başar - 2015 54th IEEE Conference on …, 2015 - ieeexplore.ieee.org
This paper considers a sequential estimation and sensor scheduling problem with one
sensor and one estimator. The sensor makes sequential observations about the state of an …