Treatment pillow for relieving snoring symptoms based on snore recognition

2018 25th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)(2018)

引用 0|浏览4
暂无评分
摘要
The main purpose of this paper is to build an embedded platform based on TMS320VC5509A processor, and finally realizes the recognition of snore and controls pillow change the height to relieve snoring symptoms. The whole embedded hardware platform collects the sounds through the microphone module, and completes data storage, data processing and data interaction through other peripherals. After a series of pre-processing operations, short-time energy and short-time zero crossing rate dual threshold detection is selected as endpoint recognition algorithm, MFCC(Mel Frequency Cepstral Coefficient) is selected as feature extraction and KNN(k-nearest neighbors algorithm) is selected as recognition algorithm. The experimental results show that this hardware system can run well and the design is reasonable. At the same time, it can also achieve a good accuracy in snore analysis and recognition.
更多
查看译文
关键词
TMS320VC5509A,Snore,MFCC,KNN
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要