Distributed hypothesis testing over discrete memoryless channels

S Sreekumar, D Gündüz - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
A distributed binary hypothesis testing (HT) problem involving two parties, one referred to as
the observer and the other as the detector is studied. The observer observes a discrete …

Hypothesis testing over the two-hop relay network

S Salehkalaibar, M Wigger… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Coding and testing schemes and the corresponding achievable type-II error exponents are
presented for binary hypothesis testing over two-hop relay networks. The schemes are …

On hypothesis testing against conditional independence with multiple decision centers

S Salehkalaibar, M Wigger… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A distributed binary hypothesis testing problem is studied with one observer and two
decision centers. Achievable type-II error exponents are derived for testing against …

Distributed hypothesis testing with privacy constraints

A Gilani, S Belhadj Amor, S Salehkalaibar, VYF Tan - Entropy, 2019 - mdpi.com
We revisit the distributed hypothesis testing (or hypothesis testing with communication
constraints) problem from the viewpoint of privacy. Instead of observing the raw data directly …

Testing against independence with multiple decision centers

M Wigger, R Timo - 2016 International Conference on Signal …, 2016 - ieeexplore.ieee.org
We consider a three-terminal distributed hypothesis testing against independence problem.
Two terminals, which act as decision centers, are required to decide whether their observed …

Distributed hypothesis testing under privacy constraints

S Sreekumar, D Gündüz… - 2018 IEEE Information …, 2018 - ieeexplore.ieee.org
A distributed binary hypothesis testing problem involving two parties, a remote observer and
a detector, is studied. The remote observer has access to a discrete memoryless source, and …

Distributed hypothesis testing based on unequal-error protection codes

S Salehkalaibar, M Wigger - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
Coding and testing schemes for binary hypothesis testing over noisy networks are proposed
and their corresponding type-II error exponents are derived. When communication is over a …

Distributed hypothesis testing with concurrent detections

P Escamilla, M Wigger, A Zaidi - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
A detection system with a single sensor and K detectors is considered, where each of the
terminals observes a memoryless source sequence and the sensor sends a common …

Distributed hypothesis testing: cooperation and concurrent detection

P Escamilla, M Wigger, A Zaidi - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
A single-sensor two-detectors system is considered where the sensor communicates with
both detectors and Detector 1 communicates with Detector 2, all over noise-free rate-limited …

Distributed hypothesis testing over noisy channels

S Sreekumar, D Gündüz - 2017 IEEE International Symposium …, 2017 - ieeexplore.ieee.org
A distributed binary hypothesis testing problem, in which multiple observers transmit their
observations to a detector over noisy channels, is studied. Together with its own …