Energy Supply Control of Wireless Powered Piecewise Linear Neural Network

C Hou, Q Huang - IEEE Transactions on Automation Science …, 2023 - ieeexplore.ieee.org
Piecewise linear neural network (PLNN) possesses universal approximation ability for
continuous functions on the compact domain, and for a PLNN in which the hidden neuron …

Energy-Optimal Control of Multiple Smart Sensors With Faulty External Signal

C Hou, SN Haider - IEEE Transactions on Automation Science …, 2023 - ieeexplore.ieee.org
For multiple smart sensors (MSSs) operating with limited energy, the external signal (ES)
often serves an indispensable role in enabling them to report their sensing data, reflecting …

Activation Control of Multiple Piecewise Linear Neural Networks

C Hou - IEEE Transactions on Automation Science and …, 2024 - ieeexplore.ieee.org
Piecewise linear neural networks (PLNNs) are proven universal approximators for
continuous functions on the compact domain. For multiple PLNNs (mPLNNs) differing from …

Energy-Efficient Control of Multiple Smart Sensors With Uncertain Controllability

C Hou - IEEE Transactions on Automation Science and …, 2024 - ieeexplore.ieee.org
For multiple smart sensors (MSSs) operating with limited energy, a smart sensor is said to be
controllable if there exists proper external signal (ES) enabling it to report the sensing data …