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Multichannel Analyzers Based on Digital Signal Processing Valentin T. Jordanov YANTEL, LLC Durham, NH 03824, USA

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Page 1: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Multichannel Analyzers Based on Digital Signal Processing

Valentin T. Jordanov

YANTEL, LLCDurham, NH 03824, USA

Page 2: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

INTRODUCTION• Early 1990s first practical DSP

based MCA proposed

• 1992-1994, Real Time, Time-Invariant DSP algorithms developed

• Communication/Internet tech revolution leads to High-Resolution, Fast ADC development in late 1990s

• FPGA technology progress also follows the communication bum

• 2000+ Radiation Instrumentation Industry switches almost entirely to DSP technology

Page 3: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

DET

PA

DIF

AMP

PKD

ADC

MCA

BASIC ANALOG SPECTROMETER

DET

PA

DIF

AMP

PKD

ADC

MCA

BASIC DIGITAL SPECTROMETER

FAST DISCRIMINATOR

FAST DISCRIMINATOR

PILE-UP REJECTOR

PILE-UP REJECTOR

RISE-TIME DISCRIMINATOR

RISE-TIME DISCRIMINATOR

Page 4: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Pulse Shaping Goals

• Noise Suppression (Resolution)

– White Noise: parallel and series;

– 1/f Noise: parallel and series;

• Throughput Optimization (Dead Time)

– Finite Pulse Duration;

• Ballistic Deficit (Resolution, Peak Distortion)

– Flat Top;

Page 5: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Optimum Shaping: White Noise

– Parallel

– Series

V. Radeka, IEEE Trans. Nucl. Sci. NS-15 (1968) p 455

Page 6: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Optimum Shaping: 1/f Noise

E. Gatti and M. Sampietro, Nucl. Instr. and Meth., A287, (1990) p513.

E. Gatti et al., Nucl. Instr. and Meth., A394, (1997) p268.

Page 7: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Digital Pulse Shape Synthesis

1950 1975 2000 2025 2050 2075 2100 2125 21500.2

0

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y j

j

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j1950 1975 2000 2025 2050 2075 2100 2125 2150

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1950 1975 2000 2025 2050 2075 2100 2125 21500.2

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Page 8: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Digital Pole-Zero Cancellation

X

ACC

M

+

+

R

C

v(n)

p(n)

q(n)

s(n)Σ

τ 1

X - multiplierACC - accumulatorΣ - adder

M ≈ τ1 /Tclk - 0.5

Dig

itize

r

τ 2= RC

τ 2

Page 9: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Pile-up EffectsPeak Detection

Page 10: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Real Time Operation

PA

DIF

SHP

PKD

ADC

MCA

DAC

DET

Page 11: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

DIGITAL PULSE-SHAPE DISCRIMINATION

Page 12: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Pulse Processing for Pulse-Shape Discrimination

• Convolution of the Integrated Pulse with Impulse Response for Optimum Pulse-Shape Discrimination

• Amplitude Normalization

• Threshold Discrimination

Page 13: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Ratio Spectra at Different Energies

100 200 300 400 500 600Channel

100 200 300 400 500 600Channel

20-30 keV ee

M=0.78

30-60 keV ee

M=1.14

60-100 keV ee

M=1.59

100-150 keV ee

M=2.16

M=3.39

300-400 keV ee

400-500 keV ee

M=3.46

200-300 keV ee

M=2.95

M=2.55

150-200 keV ee

n γ

Page 14: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Neutron-Gamma Separation

0 256 512 768 1024Channel

0

500

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nts n

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0

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1500

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nts γ

DSP

0 256 512 768 1024Channel

0

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ount

s n

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DSP

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DSP

Page 15: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Digital MCA in the Near Future

Page 16: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Miniaturization

Page 17: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Spectrometer on a Programmable Chip

DIGITALPULSE

SHAPER

DIGITALGAIN

CONTROL

DIGITALFAST

SHAPER

MAINSHAPER

LLD

FASTDISCRIMINATOR

PILE-UPREJECTER

DUAL PORTMEMORY

CONTROLLER

REAL and LIVETIMERS

DIGITALBLR

RISE TIMEDISCRIMINATOR

AUTOMATICTHRESHOLDSCONTROLLER

DIGITALPEAK

DETECTOR

DEAD TIMEESTIMATOR

EXTERNAL ANDINTERNAL GATE

CONTROLLER

HOUSE KEEPINGAND INTERFACE

CIRCUITS

DATAACQUISITION

DIGITALOSCILLOSCOPE

COUNTERS

• High Density FPGA

• Low Power

• Flexible Design

• In Circuit Reprogram

• One Hardware Platform –Multiple Device Functions

Page 18: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Small Size and Low Power Benefits

• Integration of the Detector and the MCA in one package.

• Elimination of signal and power cables.

• Low Power and the Integration reduce the external noise pickup and ground loop effects.

• MCA is completely tuned to the attached Detector which eliminates most of the traditional adjustments –Pole/Zero, Gain, Polarity, HV polarity etc.

• MCA is always calibrated – user chooses energy range. Efficiency, calibration and other data storage.

• Extra power and space allows the integration of analytical software.

Page 19: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

EXAMPLE: Niton XRF Analyzers

• Integrated Detector, MCA and X-Ray Source in One Package

• Ultra small, Ultra light

• Battery Operated

• Low Power

• Integrated Analytical Software

Page 20: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Field Use of Portable Digital MCA

Page 21: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

CONCLUSION

Page 22: Multichannel Analyzers Based on Digital Signal · PDF fileMultichannel Analyzers Based on Digital Signal Processing ... • Ballistic Deficit (Resolution, Peak Distortion) ... •

Digital Pulse Processing Benefits• Improved Spectroscopy Performance

• High Count Rate, High Resolution

• Temperature Stability

• Improved Pulse Shape Analysis

• Size and Weight of Instruments

• Battery Operation

• Overall Flexibility, Hardware and Software Integration