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WHY FOCUS ON DATA ACQUISITION SYSTEM This is the first link between the analog and the digital world. Any errors at this stage would wreak havoc on the entire system even if the rest of the system is state of art and the best.
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HIGH SPEED DATA ACQUISITION SYSTEMRENISH THOMAS EECS 71312/08/2015
CONTENTS:•Why focus on data acquisition systems•Hardware architecture• Acquisition system•Distribution system• Storage system• Performance metrics
WHY FOCUS ON DATA ACQUISITION SYSTEM• This is the first link between the analog and
the digital world.• Any errors at this stage would wreak havoc
on the entire system even if the rest of the system is state of art and the best.
WHY FOCUS ON DATA ACQUISITION SYSTEM ( SPEED AND STABILITY)• Many applications in real world requires measuring of
really high frequency signals, such as RADAR and instrumentation signals typically in Giga hertz range and Nyquist rate must be satisfied while sampling and all in real time .
• https://en.wikipedia.org/wiki/AN/SPS-49
THE ARCHITECTURE (SYSTEM UNDER CONSIDERATION):• The three primary stages are the
acquisition, distribution and the storage section.
ACQUISITION SYSTEM• SIGNAL CONDITIONING:• Impedance matching• Range adjusting• Buffer• Filter• Gain adjusting• ADC matching
ACQUISITION STAGE• Main optimizations : using both the edges of a stable
oscillator. ( double frequency but same stability and jitter)• In this system 1.5 Ghz stable clock is used to obtain an
effective frequency of 3 Ghz but maintaining the original stability.
• http://www.ni.com/white-paper/7284/en/
DISTRIBUTION STAGE•Primary optimizations:• Used a fast FPGA or processor for distribution.• Used optical interfaces with the storage units (SFP) small
form pluggable.• Data division technique.
OPTICAL LINK ADVANTAGES OVER ELECTRICAL LINK• Higher transfer rates ( Bandwidth)• Low EM interference• Attenuation , security (cross talks ) is
reduced and many others.
• http://www.diamond-fo.com/en/tools/product-detail?id=789d70b8-ce83-4a33-8e55-6b5fbe074ba8
STORAGE SECTION• Primary optimizations:• using solid state memory over mechanical platter
device.• used dedicated processors for storing into the
computer mainframe and for retrieving from the computer.
ADVANTAGES OF SOLID STATE OVER MECHANICAL MEMORIES
• http://innodisk.tumblr.com/post/75502619595/solid-state-drives-for-point-of-sale-systems
PERFORMANCE METRICS• SNR achieved 45db at 1.5 Msps
PERFORMANCE METRICS• BER ( Bit error rate): maximum of 2.1*10^-6
CONCLUSIONS• Modern technologies like optical interfaces
instead of electrical interfaces , solid state drives instead of mechanical drives and high speed dedicated processors for acquisition and storage can be used to obtain superior performance in an acquisition system.
FUTURE IMPROVEMENTS• Use Flash memories and improve on speed
and cut down on memory refresh.• Use parallel sampling to obtain higher
sampling rates with comparable SNR and BER.
REFERENCES• [1]. IEEE : Li Nan, Nie Hongshan, Wang Yinan, Liu Haijun, Xu Xin,
Sun Zhaolin, Xu Hui, High Speed Real-Time Data Acquisition System Based on Solid-state StorageTechnique ,, 2011 Second International Conference on Digital Manufacturing & Automation.
• [2]. IEEE :Rahiman A.R,: Sumari, Solid State Disk: A New Storage Device for Video Storage Server, International symposium on Information technology 2008, IT Sim 2008.
• [3] advantages of optical link over electrical link http://www.doc.ic.ac.uk/~nd/surprise_97/journal/vol4/sm27/adv.html
• [4] Advantages of SSD over mechanical devices http://innodisk.tumblr.com/post/75502619595/solid-state-drives-for-point-of-sale-systems
ANY QUESTIONS