Information-theoretic approach to strategic communication as a hierarchical game
This paper analyzes the information disclosure problems originated in economics through
the lens of information theory. Such problems are radically different from the conventional …
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
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 …
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 …
transmission of discrete-time analog sources over noisy channels based on deep neural …
[LIBRO][B] An introduction to single-user information theory
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 …
communication channel is at the heart of what we call communication. Information theory …
Effective Communication with Dynamic Feature Compression
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 …
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 …
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
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 …
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 …
schemes for transmitting an independent and identically distributed (iid) Gaussian source …
Energy-distortion exponents in lossy transmission of Gaussian sources over Gaussian channels
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 …
broadcast channels is studied under the infinite bandwidth regime, ie, when the number of …
Optimal estimation with limited measurements and noisy communication
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 …
sensor and one estimator. The sensor makes sequential observations about the state of an …