Equalisation of non-linear time-varying channels using a pipelined decision feedback recurrent neural network filter in wireless communication systems

2011 ◽  
Vol 5 (3) ◽  
pp. 381-395 ◽  
Author(s):  
H.Q. Zhao ◽  
J.S. Zhang ◽  
X.P. Zeng ◽  
T.R. Li
2016 ◽  
Vol 40 (1) ◽  
pp. 163-170 ◽  
Author(s):  
Min Huifang ◽  
Duan Na

This paper considers the adaptive state-feedback control problem for a class of high-order non-linear systems with unknown control coefficient and time delays. By applying the neural network approximation method and the Nussbaum function approach, the restrictions on non-linear functions and the conditions on the time-varying control coefficient are largely relaxed. In addition, an adaptive neural network state-feedback controller with only one adaptive parameter is successfully constructed by introducing proper Lyapunov–Krasovskii functionals and using the backstepping technique. The proposed scheme guarantees the closed-loop system to be semi-globally uniformly ultimately bounded. Finally, a simulation example demonstrates the effectiveness of the controller.


2018 ◽  
Vol 6 (2) ◽  
pp. 231-238 ◽  
Author(s):  
Jie Zhao ◽  
Xi Yang ◽  
Jun Yan Dai ◽  
Qiang Cheng ◽  
Xiang Li ◽  
...  

Abstract Optical non-linear phenomena are typically observed in natural materials interacting with light at high intensities, and they benefit a diverse range of applications from communication to sensing. However, controlling harmonic conversion with high efficiency and flexibility remains a major issue in modern optical and radio-frequency systems. Here, we introduce a dynamic time-domain digital-coding metasurface that enables efficient manipulation of spectral harmonic distribution. By dynamically modulating the local phase of the surface reflectivity, we achieve accurate control of different harmonics in a highly programmable and dynamic fashion, enabling unusual responses, such as velocity illusion. As a relevant application, we propose and realize a novel architecture for wireless communication systems based on the time-domain digital-coding metasurface, which largely simplifies the architecture of modern communication systems, at the same time yielding excellent performance for real-time signal transmission. The presented work, from new concept to new system, opens new pathways in the application of metamaterials to practical technology.


2012 ◽  
Vol 6 (9) ◽  
pp. 1082 ◽  
Author(s):  
H.Q. Zhao ◽  
X.P. Zeng ◽  
Z.Y. He ◽  
W.D. Jin ◽  
T.R. Li

Sign in / Sign up

Export Citation Format

Share Document