Results 1 to 10 of about 12,217 (168)

Data-driven dual-channel dynamic event-triggered load frequency control for multiarea power systems with uniform quantizer [PDF]

Science Progress
Accurate and efficient load frequency control in interconnected multiarea power systems is becoming increasingly challenging due to data quantization effects and communication resource limitations.
Yuhao Chen, Huarong Zhao, Masaki Ogura, Yi Gao, Li Peng   +4 more
doaj   +2 more sources

Adaptive NN Control of Input-Delayed Stochastic Nonlinear Systems With States and Input Quantization

IEEE Access, 2022
In this article, the adaptive neural control problem is studied for the input-delayed stochastic nonlinear system that has both states and input quantization.
Yadong Yang, Jing Li, Ziwen Wu, Xiaofei Liu, Jian Wu   +4 more
doaj   +1 more source

Quantization in Layer's Input is Matter

CoRR, 2022
In this paper, we will show that the quantization in layer's input is more important than parameters' quantization for loss function. And the algorithm which is based on the layer's input quantization error is better than hessian-based mixed precision layout algorithm.
Daning Cheng, Wenguang Chen
openaire   +2 more sources

Verifying Low-Dimensional Input Neural Networks via Input Quantization [PDF]

, 2021
SAS ...
Kai Jia, Martin C. Rinard
openaire   +2 more sources

On the Capacity-Achieving Input of Channels With Phase Quantization

IEEE Transactions on Information Theory, 2022
Several information-theoretic studies on channels with output quantization have identified the capacity-achieving input distributions for different fading channels with 1-bit in-phase and quadrature (I/Q) output quantization. However, an exact characterization of the capacity-achieving input distribution for channels with multi-bit phase quantization ...
Neil Irwin Bernardo, Jingge Zhu, Jamie S. Evans   +2 more
openaire   +3 more sources

Adaptive Fuzzy Quantized Control for a Cooperative USV-UAV System Based on Asynchronous Separate Guidance

Journal of Marine Science and Engineering, 2023
This paper focuses predominantly on the multi-tasks carried out by the cooperative unmanned surface vehicle-unmanned aerial vehicle (USV-UAV) system in which the input quantization is considered.
Yingshuo Xing, Guoqing Zhang, Jiqiang Li
doaj   +1 more source

Perbandingan Algoritma Backpropagation Dan Learning Vector Quantization (LVQ) dalam Pengenalan Pola Bangun Ruang Geometri

Invotek: Jurnal Inovasi Vokasional dan Teknologi, 2020
Penelitian ini bertujuan untuk memberikan rekomendasi dari hasil perbandingan antara metode jaringan syaraf tiruan menggunakan metode backpropagation dan learning vector quantization (LVQ) dalam melakukan pengenalan pola.
Yeka Hendriyani
doaj   +1 more source

Spherical-Cap Approximation of Vector Quantization for Quantization-Based Combining in MIMO Broadcast Channels with Limited Feedback

Sensors, 2022
The spherical-cap approximation of vector quantization (SCVQ) is an analytical model used for the mathematical analysis of multiple-input multiple-output (MIMO) systems with limited feedback.
Moonsik Min, Tae-Kyoung Kim
doaj   +1 more source

Proportional-Derivative State-Feedback Control for Singular Systems With Input Quantization

IEEE Access, 2020
This paper deals with an admissibilization problem of singular systems with uniform input quantization. The aim is to design a controller to guarantee the admissibility of the closed-loop system.
Seok Young Lee, Nam Kyu Kwon
doaj   +1 more source

Light-cone quantization of scalar field on time-dependent backgrounds

European Physical Journal C: Particles and Fields, 2022
We discuss what is light-cone quantization on a curved spacetime also without a null Killing vector. Then we consider as an example the light-cone quantization of a scalar field on a background with a Killing vector and the connection with the second ...
Andrea Arduino, Igor Pesando
doaj   +1 more source