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 …
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 …
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 …
decision centers. Achievable type-II error exponents are derived for testing against …
Distributed hypothesis testing with privacy constraints
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 …
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 …
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 …
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 …
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 …
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 …
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 …
observations to a detector over noisy channels, is studied. Together with its own …