1 citations · 1 across the 12 of their papers we have counts for
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Online Learning-based Waveform Selection for Improved Vehicle Recognition in Automotive Radar
Charles E. Thornton, William W. Howard, R. Michael Buehrer
This paper describes important considerations and challenges associated with online reinforcement-learning based waveform selection for target identification in frequency modulated…
Timely Target Tracking in Cognitive Radar Networks
William W. Howard, Charles E. Thornton, R. Michael Buehrer
We consider a scenario where a fusion center must decide which updates to receive during each update period in a communication-limited cognitive radar network. When each radar node…
Model Order Estimation in the Presence of multipath Interference using Residual Convolutional Neural Networks
Jianyuan Yu, William W. Howard, Yue Xu +1
Model order estimation (MOE) is often a pre-requisite for Direction of Arrival (DoA) estimation. Due to limits imposed by array geometry, it is typically not possible to estimate s…
Decentralized Bandits with Feedback for Cognitive Radar Networks
William Howard, R. Michael Buehrer
Completely decentralized Multi-Player Bandit models have demonstrated high localization accuracy at the cost of long convergence times in cognitive radar networks. Rather than mode…
Distributed Online Learning for Coexistence in Cognitive Radar Networks
William Howard, Anthony Martone, R. Michael Buehrer
This work addresses the coexistence problem for radar networks. Specifically, we model a network of cooperative, independent, and non-communicating radar nodes which must share res…