-
Article
A Data-Driven Online Multimodal Identification Method for Industrial Processes Based on Complex Network
With the increasing complexity of industrial processes, many practical industrial processes have multimodal characteristics to meet production requirements. In addition to stable modes with different operating...
-
Chapter and Conference Paper
Consistency Formation Maneuver Control Based on Nonlinear Dynamic Inverse
In the process of formation control, the conventional consistent formation control methods often adjust the relative position of each aircraft relative to the formation virtual center node to achieve formation...
-
Article
Non-intrusive load monitoring based on semi-supervised smooth teacher graph learning with voltage–current trajectory
Non-intrusive load monitoring (NILM) is a novel and cost-effective technology for monitoring load electricity energy consumption detail. It can support the construction of “energy internet” and electricity con...
-
Article
DDPG-based continuous thickness and tension coupling control for the unsteady cold rolling process
Cold rolling is an important part of the iron and steel industry, and the unsteady rolling process of cold rolling usually brings significant influences on the stability of product quality. In the unsteady rol...
-
Chapter and Conference Paper
A Data Streams Analysis Strategy Based on Hadoop Scheduling Optimization for Smart Grid Application
The massive data streams analysis in the Smart Grids data processing system is very important, especially in the high-concurrent read and write environments where supporting the massive real-time streaming dat...
-
Article
A Dynamic Optimal Pilot Design Method for OFDM Systems
Wireless communication systems are increasingly adopting orthogonal frequency division multiplexing to enable high data rate transmission. Such systems employ pilot symbols to estimate wireless channels. While...
-
Chapter and Conference Paper
Decoupled Parameter Estimation for Coherently Distributed Source
A computationally efficient method for the problem of estimating the parameters—the central direction of arrival (DOA) and angular spread of coherently distributed source is presented. The proposed method is b...
-
Article
A Fast Decoupled Nominal 2-D Direction-of-Arrival Estimation for Coherently Distributed Source
In this paper, we consider the problem of the nominal 2-D (azimuth and elevation) direction-of-arrival (DOA) estimation for coherently distributed source. This new approach is based on the rotation matrices of...
-
Chapter and Conference Paper
Decoupled 2-D DOA Estimation Algorithm Based on Cross-Correlation Matrix for Coherently Distributed Source
A computationally efficient method for estimating two-dimensional (azimuth and elevation) direction-of-arrival (2-D DOA) of coherently distributed source is presented. Since the coherently distributed source i...
-
Article
Robust adaptive beamforming algorithm based on Bayesian approach
The performance of adaptive array beamforming algorithms substantially degrades in practice because of a slight mismatch between actual and presumed array responses to the desired signal. A novel robust adapti...