Practical Short-Length Coding Schemes for Binary Distributed Hypothesis Testing

E Dupraz, IS Adamou, R Asvadi… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper investigates practical coding schemes for Distributed Hypothesis Testing (DHT).
While the literature has extensively analyzed the information-theoretic performance of DHT …

On the optimal error exponent of type-based distributed hypothesis testing

X Tong, X Xu, SL Huang - Entropy, 2023 - mdpi.com
Distributed hypothesis testing (DHT) has emerged as a significant research area, but the
information-theoretic optimality of coding strategies is often typically hard to address. This …

On distributed hypothesis testing with constant-bit communication constraints

X Xu, SL Huang - 2021 IEEE Information Theory Workshop …, 2021 - ieeexplore.ieee.org
In this paper, we consider the distributed hypothesis testing (DHT) problem where two nodes
are constrained to transmit constant bits to a central decoder. In such cases, we show that in …

Sharing resources for enhanced distributed hypothesis testing

M Hamad - 2022 - theses.hal.science
Distributed hypothesis testing has many applications in security, health monitoring,
automotive car control, or anomaly detection. With the help of distributed sensors, the …

An information-spectrum approach to distributed hypothesis testing for general sources

IS Adamou, E Dupraz, T Matsumoto - arXiv preprint arXiv:2305.06887, 2023 - arxiv.org
This paper investigates Distributed Hypothesis testing (DHT), in which a source $\mathbf {X}
$ is encoded given that side information $\mathbf {Y} $ is available at the decoder only …

Optimal Error Exponent of Type-Based Distributed Hypothesis Testing over AWGN Channels

X Tong, SL Huang - 2023 59th Annual Allerton Conference on …, 2023 - ieeexplore.ieee.org
This paper investigates the distributed hypothesis testing (DHT) problem over AWGN
channels, where the distributed nodes are restricted to transmit functions of the empirical …

Distributed hypothesis testing over a noisy channel: Error-exponents trade-off

S Sreekumar, D Gündüz - arXiv preprint arXiv:1908.07521, 2019 - arxiv.org
A two-terminal distributed binary hypothesis testing problem over a noisy channel is studied.
The two terminals, called the observer and the decision maker, each has access to $ n …

On binary distributed hypothesis testing

E Haim, Y Kochman - arXiv preprint arXiv:1801.00310, 2017 - arxiv.org
We consider the problem of distributed binary hypothesis testing of two sequences that are
generated by an iid doubly-binary symmetric source. Each sequence is observed by a …

Error-Exponent of Distributed Hypothesis Testing for Gilbert-Elliot Source Models

IS Adamou, E Dupraz, A Zribi… - 2023 12th International …, 2023 - ieeexplore.ieee.org
This paper considers Distributed Hypothesis Testing (DHT), in which a source X is encoded
given that a side information Y is available only to the decoder. The decoder's task is to …

Benefits of rate-sharing for distributed hypothesis testing

M Hamad, M Sarkiss, M Wigger - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
We study distributed binary hypothesis testing with a single sensor and two remote decision
centers that are also equipped with local sensors. The communication between the sensor …