A transformer noise suppression method

Patent №

US 10,083,709

Granted

2018-09-25

Filed 2016

Owner

STATE GRID JIANGSU ELECTRIC POWER COMPANY NANJING POWER SUPPLY COMPANY

+3 more

Lab

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15323407

The noise suppression method of individual active noise reduction system comprises the steps that: (1) initial noise digital signals are received and converted to serve as input signals of a BP neural network; (2) the input signals are processed to generate secondary digital signals; (3) the secondary digital signals are output to a loudspeaker and secondary noise is generated; (4) remained noise digital signals obtained by overlapping the initial noise and the secondary noise are received; whether remained noise digital signals is continuously constant for the set times is judged; if yes, the secondary digital signals are kept outputting; (5) if not, BP neural network parameters are optimized and adjusted with the amplitude of the remained noise digital signals being minimum as the optimality principle; remained noise digital signals of previous step are served as new input signals and the step (2) is executed again.

Machine learningEvolutionary computationAI hardwareG10K 11/17825G06F 17/11G06N 3/006G06N 3/02G06N 3/0499G06N 3/08G06N 3/09G06N 3/0985+16 more

AI classification

AI hardware1.00
Machine learning1.00
Evolutionary computation0.68
Vision0.17
Speech0.06
Planning0.01
Knowledge representation0.00
Natural language0.00

Ownership

STATE GRID JIANGSU ELECTRIC POWER COMPANY NANJING POWER SUPPLY COMPANY

assignment · 412930539

STATE GRID JIANGSU ELECTRIC POWER COMPANY

assignment · 412930539

STATE GRID COMPANY CORPORATION OF CHINA

assignment · 412930539

HOHAI UNIVERSITY

assignment · 412930539

Assignors

JIANG, NING, MA, HONGZHONG, LI, KAI, XU, HONGHUA, WANG, CHUNNING, CHEN, BINGBING, JIANG, HONGYU

On an employer assignment, the assignors are typically the inventors.

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