Neural networks adaptive radio fuse noise canceller

被引：0

作者：

Zheng, J ^{[1
]}

Huang, SQ ^{[1
]}

Wang, JQ ^{[1
]}

机构：

[1] Xian Res Inst Hitech, Xian 710025, Peoples R China

来源：

ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS | 2003年

关键词：

D O I：

暂无

中图分类号：

TH7 [仪器、仪表];

学科分类号：

0804 ; 080401 ; 081102 ;

摘要：

A novel nonlinear adaptive filter that is adaptive to cancel radio fuse noise is provided in this paper. It is a Fully Adaptive Normalized Nonlinear Gradient Descent (FANNGD) algorithm for neural networks adaptive filter. FANNGD algorithm and neural networks filter structure are investigated, and neural networks adaptive radio fuse noise canceller is realized. FANNGD algorithm has faster convergence speed, so neural networks canceller can quickly and effectively cancel correlative noise of radio fuse. The goal is reached to cancel dummy signal of fuse signal, to filter interference signal and to improve measurement precision. This idea is practicable according to the results of the computer simulations experiments.

引用

页码：1153 / 1156

页数：4

共 50 条

[31] A Hearing Device With an Adaptive Noise Canceller for Noise-Robust Voice Input [J].

Miyahara, Ryoji ;

Oosugi, Kouji ;

Sugiyama, Akihiko .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2019, 65 (04) :444-453

[32] A Noise Robust Hearable Device with an Adaptive Noise Canceller and Its DSP Implementation [J].

Sugiyama, Akihiko K. ;

Miyahara, Ryoji ;

Oosugi, Kouji .

2019 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2019,

[33] A novel adaptive noise canceller with master-slave structure [J].

Kang, SL ;

Xiao, Y ;

Qiu, ZD .

ICECS 2000: 7TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS & SYSTEMS, VOLS I AND II, 2000, :487-490

[34] Modified LMS algorithms for speech processing with an adaptive noise canceller [J].

Massachusetts Inst of Technology, Cambridge, United States .

IEEE Trans Speech Audio Process, 4 (338-351)

[35] Adaptive Compressed Spectrum Sensing Using Neural Networks in Cognitive Radio Networks [J].

Kalyan, Kashavoina ;

Sai Pratheek, K. V. D. S. N. K. ;

Raju, Palumari ;

Vivek, Yadavalli ;

Namburu, Swetha .

IETE JOURNAL OF RESEARCH, 2021, 67 (05) :587-595

[36] A New Application of Lock In Amplifier-Adaptive Noise Canceller [J].

Tong, Tangji ;

Chen, Ying ;

Tong, Jianjun ;

Ning, Xinbao .

2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, :2423-+

[37] Block implementation of high-speed adaptive noise canceller [J].

Wu, XH ;

Li, S ;

Takahashi, N ;

Takebe, T .

ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, :595-598

[38] Modified LMS algorithms for speech processing with an adaptive noise canceller [J].

Greenberg, JE .

IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1998, 6 (04) :338-351

[39] A SINGLE MICROPHONE NOISE CANCELLER BASED ON AN ADAPTIVE KALMAN FILTER [J].

Gabrea, Marcel .

2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,

[40] An adaptive noise canceller using error nonlinearities in the LMS adaptation [J].

Ramadan, Z ;

Poularikas, A .

PROCEEDINGS OF THE IEEE SOUTHEASTCON 2004: ENGINEERING CONNECTS, 2004, :359-364

← 1 2 3 4 5 →