8 citations · 13 across the 13 of their papers we have counts for
4 papers · 1 filter
Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks
Yoel Bokobza, Ron Dabora, Kobi Cohen
We consider the problem of dynamic spectrum access (DSA) in cognitive wireless networks, where only partial observations are available to the users due to narrowband sensing and tr…
Searching for Anomalies over Composite Hypotheses
Bar Hemo, Tomer Gafni, Kobi Cohen +1
The problem of detecting anomalies in multiple processes is considered. We consider a composite hypothesis case, in which the measurements drawn when observing a process follow a c…
Spectrum and Energy Efficient Multiple Access for Detection in Wireless Sensor Networks
Kobi Cohen, Amir Leshem
We consider a binary hypothesis testing problem using Wireless Sensor Networks (WSNs). The decision is made by a fusion center and is based on received data from the sensors. We fo…
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression
Kobi Cohen, Angelia Nedic, R. Srikant
The problem of least squares regression of a -dimensional unknown parameter is considered. A stochastic gradient descent based algorithm with weighted iterate-averaging that use…