A New Frequency Spectrum Estimation Method based on Neural Network Techniques

被引：0

作者：

Liu, Dong ^{[1
]}

Zhang, Ning ^{[2
]}

Liu, Hong Xia ^{[3
]}

Zhu, Yuan Cheng ^{[4
]}

机构：

[1] PLA, Commanding Commun Acad, Dept 1, Wuhan 430010, Peoples R China

[2] PLA Commun Network Technol Management Ctr, Beijing 100840, Peoples R China

[3] PLA, Troops 92146, Wuhan, Peoples R China

[4] PLA, Commanding Commun Acad, Dept 2, Wuhan 430010, Peoples R China

来源：

2009 INTERNATIONAL SYMPOSIUM ON WEB INFORMATION SYSTEMS AND APPLICATIONS, PROCEEDINGS | 2009年

关键词：

neural network; cognitive radio; spectrum estimation; SVD;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Technique of multiple windows frequency estimation integrating SVD offers a efficient method which estimate interference temperature in radio frequency environment. Since this paper use a way which SVD integrate the neural network, the complexity of tradition arithmetic is predigested and the nicety of estimating interference temperature is improved. At the same time, the paper provides a good method for estimating the real time interference temperature in complex radio frequency environment.

引用

页码：383 / +

页数：2

共 50 条

[41] Recurrent neural network based parameter estimation of Hawkes model on high-frequency financial data [J].

Lee, Kyungsub .

FINANCE RESEARCH LETTERS, 2023, 55

[42] A Novel VSC HVDC Frequency Control Strategy based on Neural Network Power Estimation using ROCOF [J].

Jeong, Soseul ;

Junghun, Lee ;

Jung, Gilsoo .

IFAC PAPERSONLINE, 2019, 52 (04) :467-471

[43] Research on Harmonic Detection Method Based on Wavelet Neural Network with a New Structure [J].

Zhang, Ming ;

Wang, Yang ;

Cheng, Chen ;

Xu, Jiaxiong ;

He, Shunfan ;

Hu, Yisheng .

2021 3RD ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM (AEEES 2021), 2021, :316-319

[44] Research on a new method of islanding detection based on lifting wavelet and neural network [J].

Xie, Dong ;

Zang, Dajin ;

Gao, Peng .

2024 INTERNATIONAL CONFERENCE ON ELECTRONICS, ELECTRICAL AND CONTROL SYSTEM, EECS 2024, 2024, 2800

[45] A New Pixel Shiftmap Prediction Method Based on Generalized Regression Neural Network [J].

Halder, Kalyan Kumar ;

Tahtali, Murat ;

Anavatti, Sreenatha G. .

2013 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (IEEE ISSPIT 2013), 2013, :309-314

[46] A New Design Method for Solar Energy Harvesting System Based on Neural Network [J].

Wang, Yuanfei ;

Luo, Ping ;

Zeng, Xiao ;

Peng, Dingming ;

Zhen, Shaowei ;

Qin, Yao ;

Zhang, Bo .

2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2019,

[47] Comparison of Neural Network Architectures for Spectrum Sensing [J].

Ye, Ziyu ;

Gilman, Andrew ;

Peng, Qihang ;

Levick, Kelly ;

Cosman, Pamela ;

Milstein, Larry .

2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2019,

[48] Industry robotic motion and pose recognition method based on camera pose estimation and neural network [J].

Wang, Ding ;

Xie, Fei ;

Yang, Jiquan ;

Lu, Rongjian ;

Zhu, Tengfei ;

Liu, Yijian .

INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 18 (03)

[49] Carrier frequency and symbol rate estimation based on cyclic spectrum [J].

Cao Sisi ;

Zhang Weiyan .

JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2020, 31 (01) :37-44

[50] A Monocular Pose Estimation Method Based on Multi-module Neural Network and Genetic Algorithm [J].

Chen J. ;

Song W. ;

Zhou Y. .

Jiqiren/Robot, 2023, 45 (02) :187-237

← 1 2 3 4 5 →