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Received:March 04, 2011 Revised:April 02, 2011
Received:March 04, 2011 Revised:April 02, 2011
中文摘要: 提出并设计了一种能够实现综放煤岩自动识别功能的系统。该系统采用TLC320AD50C 和TMS320VC5402DSP 对采集的声波信号进行处理,在此基础上,将独立变量分析(ICA)理论中的FastICA 算法应用其中完成软硬件设计。该系统具有较高的实时性和算法处理能力,能够准确地实现煤岩识别。
中文关键词: TLC320AD50C TMS320VC5402DSP 独立变量分析 FastICA 煤岩识别
Abstract:This paper introduces and designs a system that it is able to achieve coal and rock automatic identification of fully mechanized mining. The system uses TLC320AD50C and TMS320VC5402DSP for processing sonic signals gathered. On that basis, FastICA algorithm of Independent Component Analysis (ICA) is applied in coal and rock interface identification. At last, the design of the soft and hardware also is completed. The system has the high real-time and algorithm processing ability, which is able to achieve coal and rock identification accurately.
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基金项目:辽宁工程技术大学创新基金(Y201000407)
引用文本：
汪玉凤,夏元涛,王晓晨.基于DSP 的综放煤岩识别系统.计算机系统应用,2011,20(10):40-43,159
WANG Yu-Feng,XIA Yuan-Tao,WANG Xiao-Chen.Coal and Rock Identification System of Fully Mechanized Mining Based on DSP.COMPUTER SYSTEMS APPLICATIONS,2011,20(10):40-43,159
汪玉凤,夏元涛,王晓晨.基于DSP 的综放煤岩识别系统.计算机系统应用,2011,20(10):40-43,159
WANG Yu-Feng,XIA Yuan-Tao,WANG Xiao-Chen.Coal and Rock Identification System of Fully Mechanized Mining Based on DSP.COMPUTER SYSTEMS APPLICATIONS,2011,20(10):40-43,159
