Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy

X Li, J Wang, C Yang - Neural Computing and Applications, 2023 - Springer
In the era of" Internet plus," the world economy is becoming more and more globalized and
informationalized. China's enterprises are facing unprecedented opportunities for their …

Receiver position estimation method for multitransmitter WPT system based on machine learning

H Shen, P Tan, B Song, X Gao… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
This article proposes a receiver position estimation method suitable for multitransmitter
(multi-TX) wireless power transfer systems from a new perspective of machine learning. The …

Image-free target classification with semiactive laser detection system

S Wang, L Li, Z Yu, M Sun - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Semiactive laser (SAL) guidance is a point-source detection technology without target
feature extraction ability. In this article, the quadrant detector (QD)-based seeker and a …

Improved calibration method of a four-quadrant detector based on Bayesian theory in a laser auto-collimation measurement system

K Diao, X Liu, Z Yao, W Lu, W Yang - Applied Optics, 2022 - opg.optica.org
Reliable and accurate calibration for a four-quadrant detector (QD) is a prerequisite for high-
accuracy laser auto-collimation measurements. However, the calibration accuracy is limited …

Neural-network-based method for improving measurement accuracy of four-quadrant detectors

Z Qiu, W Jia, X Ma, B Zou, L Lin - Applied Optics, 2022 - opg.optica.org
Due to the high accuracy and fast response, measurement systems based on four-quadrant
detectors (4QDs) are widely used. There is a non-linear relationship between the output …

High-Precision Log-Ratio Spot Position Detection Algorithm with a Quadrant Detector under Different SNR Environments

L Huo, Z Wu, J Wu, S Gao, Y Chen, Y Song, S Wang - Sensors, 2022 - mdpi.com
In atmospheric laser communication, a beam is transmitted through an atmospheric channel,
and the photocurrent output from a quadrant detector (QD) used as the tracking sensor …

Neural network ensemble for precise laser spot position determination on a quadrant detector

M Baleya, H Shalaby, K Kato… - IEEE Photonics …, 2023 - ieeexplore.ieee.org
A quadrant detector (QD) is a widely used technology for laser spot position sensing in
establishing and maintaining laser communication links. There is a nonlinear relationship …

Method to improve the detection accuracy of quadrant detector based on neural network

X Wang, X Su, G Liu, J Han, W Zhu… - IEEE Photonics …, 2021 - ieeexplore.ieee.org
The quadrant detector (QD), has developed into a core detector in the free space optical
communication system. The light power received by the detector surface will be very weak …

Multi-objective modelling and optimal parameter selection of a multi-pass milling process considering uncertain milling stability constraint

C Deng, J Shu, Y Ma, S Lu, Y Zhao, J Miao - The International Journal of …, 2022 - Springer
Optimizing machining parameters and pass numbers under machining stability constraint is
important for manufacture engineers planning a multi-pass milling operation. Considering …

基于BPNN 的无轴承异步电机传感器故障诊断及容错控制

杨泽斌, 许婷, 孙晓东, 贾晶荆, 朱熀秋 - 中国电机工程学报, 2021 - epjournal.csee.org.cn
针对无轴承异步电机(bearingless induction motor, BL-IM) 速度传感器故障识别问题,
提出一种基于反向传播神经网络(back propagation neural network, BPNN) …