Optimal quantization intervals in distributed detection

C Altay, H Delic - IEEE Transactions on Aerospace and …, 2016 - ieeexplore.ieee.org
We optimize quantization intervals based on Chernoff information (CI) and deflection
criterion (DC) for distributed detection with multiple sensors and a fusion center (FC). The CI …

Scalable multilevel quantization for distributed detection

G Gül, M Baßler - … 2021-2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
A scalable algorithm is derived for multilevel quantization of sensor observations in
distributed sensor networks, which consist of a number of sensors transmitting a summary …

Fast multilevel quantization for distributed detection based on Gaussian approximation

G Gül, M Baßler - 2020 28th European Signal Processing …, 2021 - ieeexplore.ieee.org
An iterative algorithm is derived for multilevel quantization of sensor observations in
distributed sensor networks, where each sensor transmits a summary of its observation to …

An Exponential Time Algorithm for Multilevel Quantization in Distributed Detection

G Gül, M Baßler - 2021 29th European Signal Processing …, 2021 - ieeexplore.ieee.org
A multilevel quantization algorithm is proposed for distributed sensor networks where each
sensor transmits a summary of its observation to the fusion center and the fusion center …