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利用敲击声音信号进行禽蛋破损检测和模糊识别
引用本文:王树才,任奕林,陈红,熊利荣,文友先.利用敲击声音信号进行禽蛋破损检测和模糊识别[J].农业工程学报,2004,20(4):130-133.
作者姓名:王树才  任奕林  陈红  熊利荣  文友先
作者单位:华中农业大学工程技术学院,武汉,430070
基金项目:国家星火计划项目(2001EH760026);湖北省重点科技攻关项目(20002P0603)
摘    要:为了在蛋品加工中能够快速检测并剔除异常蛋(钢壳蛋、尖嘴蛋)和破损蛋,利用一个微型话筒和声卡采集蛋在敲击时的声脉冲信号,将采集到的声脉冲信号送计算机处理和分析。研究结果表明:正常蛋、破损蛋、钢壳蛋、尖嘴蛋的敲击声音信号在衰竭时间、最小共振峰频率和四点最大频率差等参数上存在差异,且差异的边界是模糊的。利用最大隶属度原则进行模糊识别,破损蛋的识别准确率达95%。

关 键 词:禽蛋破损检测    声音信号    模糊识别
文章编号:1002-6819(2004)04-0130-04
收稿时间:7/7/2003 12:00:00 AM
修稿时间:2003年7月7日

Detection of cracked-shell eggs using acoustic signal and fuzzy recognition
Wang Shucai,Ren Yilin,Chen Hong,Xiong Lirong and Wen Youxian.Detection of cracked-shell eggs using acoustic signal and fuzzy recognition[J].Transactions of the Chinese Society of Agricultural Engineering,2004,20(4):130-133.
Authors:Wang Shucai  Ren Yilin  Chen Hong  Xiong Lirong and Wen Youxian
Abstract:In order to quickly find out and pick out cracked-shell eggs in the processing of eggs, the acoustics signals created by striking the eggshells are acquired by an electrict microphone and a sound card and transformed into digital signals. Through analyzing those signals, it is found that the normal-shell eggs, cracked-shell eggs, hard-shell eggs and unequal-shell eggs are different with their signal decayed time, their minimum peak resonant frequencies and their maximum difference of the peak resonant frequencies from four points on the egg shell. The boundaries of these differences are fuzzy. By use of the principle of the max membership function to make fuzzy recognition, the accurate recognition ratio for cracked-shell eggs is up to 95 percent.
Keywords:egg crack detection  acoustic signal  fuzzy recognition
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