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Nuclear spectroscopy pulse height analysis based on digital signal processing techniques

机译:基于数字信号处理技术的核光谱脉冲高度分析

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摘要

A digital approach to pulse height analysis is presented. It consists of entire pulse digitization, using a flash analog-to-digital converter (ADC), being its height estimated by a floating point digital signal processor (DSP) as one parameter of a model best fitting to the pulse samples. The differential nonlinearity is reduced by simultaneously adding to the pulse, prior to its digitization, two analog signals provided by a digital-to-analog converter (DAC), One of them is a small amplitude dither signal used to eliminate a bias introduced by the fitting algorithm. The other, with large amplitude, corrects the ADC nonlinearities by a method similar to the well known Gatti's sliding scale. The simulations carried out showed that, using a 12-bit flash ADC, a 14-bit DAC and a dedicated floating point DSP performing a polynomial fitting to the samples around the pulse peak, it is actually possible to process about 10000 events per second, with a constant height pulse dispersion of only 4 on 8192 channels and a very good differential linearity. A prototype system based on the Texas Instruments floating point DSP TMS320C31 and built following the presented methodology has already been tested and performed as expected.
机译:提出了一种数字方法进行脉冲高度分析。它由整个脉冲数字化组成,使用闪存模数转换器(ADC),由浮点数字信号处理器(DSP)估算其高度,作为最适合脉冲样本的模型参数之一。通过在脉冲数字化之前同时添加两个由数模转换器(DAC)提供的模拟信号,可以减少差分非线性,其中之一是小幅度抖动信号,用于消除由噪声引起的偏置。拟合算法。另一个幅度较大,可以通过类似于众所周知的Gatti滑尺的方法来校正ADC非线性。进行的仿真表明,使用12位闪存ADC,14位DAC和专用浮点DSP对脉冲峰值附近的样本执行多项式拟合,实际上每秒可以处理大约10000个事件,在8192个通道上只有4个恒定高度脉冲分散,并且具有非常好的差分线性度。基于德州仪器(TI)浮点DSP TMS320C31并按照提出的方法构建的原型系统已经过测试并按预期执行。

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