Single-event upset

<h2 id="history">History</h2>
<p>Single-event upsets were first described during above-ground <a href="/facts/Nuclear_testing/s2srGDFP">nuclear testing</a>, from 1954 to 1957, when many anomalies were observed in electronic monitoring equipment. Further problems were observed in space electronics during the 1960s, although it was difficult to separate soft failures from other forms of interference. In 1972, a Hughes satellite experienced an upset where the communication with the satellite was lost for 96 seconds and then recaptured.  Scientists Dr. Edward C. Smith, Al Holman, and Dr. Dan Binder explained the anomaly as a single-event upset (SEU) and published the first SEU paper in the <i><a href="/facts/IEEE_Transactions_on_Nuclear_Science/twe8VaFz">IEEE Transactions on Nuclear Science</a></i> journal in 1975.<a class="footnote-ref" id="fnref:1" href="#fn:1"><sup>1</sup></a> In 1978, the first evidence of <a href="/facts/Soft_error/E77QBbqI">soft errors</a> from <a href="/facts/Alpha_particle/dzNMs9WP">alpha particles</a> in packaging materials was described by <a href="/facts/Timothy_C._May/naFMNzTu">Timothy C. May</a> and M.H. Woods. In 1979, James Ziegler of <a href="/facts/International_Business_Machines/QszA7nwd">IBM</a>, along with W. Lanford of <a href="/facts/Yale_University/KUdS6jt1">Yale</a>, first described the mechanism whereby a sea-level <a href="/facts/Cosmic_ray/uxCVdTKd">cosmic ray</a> could cause a single-event upset in electronics. 1979 also saw the world's first heavy ion "single-event effects" test at a particle accelerator facility, conducted at Lawrence Berkeley National Laboratory's <a href="https://cyclotron.lbl.gov/home">88-Inch Cyclotron</a> and <a href="/facts/Bevatron/5llUlISh">Bevatron</a>.<a class="footnote-ref" id="fnref:2" href="#fn:2"><sup>2</sup></a>
</p>
<h2 id="cause">Cause</h2>
<p>Terrestrial SEUs arise due to cosmic particles colliding with atoms in the atmosphere, creating cascades or showers of neutrons and protons, which in turn may interact with electronic circuits.  At deep sub-micron geometries, this affects <a href="/facts/Semiconductor/zFf3mGTE">semiconductor</a> devices in the atmosphere.
</p><p>In space, high-energy ionizing particles exist as part of the natural background, referred to as galactic <a href="/facts/Cosmic_rays/uxCVdTKd">cosmic rays</a> (GCRs). <a href="/facts/Solar_particle_event/vBx6bHfq">Solar particle events</a> and high-energy protons trapped in the Earth's <a href="/facts/Magnetosphere/BXzgPoPy">magnetosphere</a> (<a href="/facts/Van_Allen_radiation_belts/XKnhnWK0">Van Allen radiation belts</a>) exacerbate this problem. The high energies associated with the phenomenon in the space particle environment generally render increased spacecraft shielding useless in terms of eliminating SEUs and catastrophic single-event phenomena (e.g. destructive <a href="/facts/Latch-up/KcTpXVf8">latch-up</a>). Secondary atmospheric neutrons generated by <a href="/facts/Cosmic_rays/uxCVdTKd">cosmic rays</a> can also have sufficiently high energy for producing SEUs in electronics on aircraft flights over the poles or at high altitudes. Trace amounts of <a href="/facts/Radioactive/Ya6FVjt4">radioactive</a> elements in <a href="/facts/Integrated_circuit_packaging/Y52WABfR">chip packages</a> also lead to SEUs.
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<h2 id="testing-for-seu-sensitivity">Testing for SEU sensitivity</h2>
<p>The sensitivity of a device to SEU can be empirically estimated by placing a test device in a <a href="/facts/Elementary_particle/CTFDM97U">particle</a> stream at a <a href="/facts/Cyclotron/Q8APwhWm">cyclotron</a> or other <a href="/facts/Particle_accelerator/Pkuc08xC">particle accelerator</a> facility. This particular test methodology is especially useful for predicting the SER (soft error rate) in known space environments but can be problematic for estimating terrestrial SER from neutrons. In this case, a large number of parts must be evaluated, possibly at different altitudes, to find the actual rate of upset.
</p><p>Another way to empirically estimate SEU tolerance is to use a chamber shielded from radiation, with a known radiation source, such as <a href="/facts/Caesium-137/NrY5Tb6j">Caesium-137</a>.
</p><p>When testing <a href="/facts/Microprocessor/Fx9CaQht">microprocessors</a> for SEU, the software used to exercise the device must also be evaluated to determine which sections of the device were activated when SEUs occurred.
</p>
<h2 id="seus-and-circuit-design">SEUs and circuit design</h2>
<p class="note">Main article: <a href="/facts/Radiation_hardening/nB4Wbctl">Radiation hardening</a></p>
<p>By definition, SEUs do not destroy the circuits involved, but they can cause errors. In space-based microprocessors, one of the most vulnerable portions is often the 1st and 2nd-level cache memories, because these must be very small and have very high speed, which means that they do not hold much charge.  Often these caches are disabled if terrestrial designs are being configured to survive SEUs.  Another point of vulnerability is the state machine in the microprocessor control, because of the risk of entering "dead" states (with no exits), however, these circuits must drive the entire processor, so they have relatively large transistors to provide relatively large electric currents and are not as vulnerable as one might think.  Another vulnerable processor component is RAM, and more specifically <a href="/facts/Static_random-access_memory/Pmyo4V5e">static RAM</a> (SRAM) used in cache memories. SRAM memories are usually designed with transistor sizes close to the minimum allowed by technology to allocate the maximum number of bits per unit area. Small transistor sizes and high bit density make memories one of the most susceptible components to SEUs.<a class="footnote-ref" id="fnref:3" href="#fn:3"><sup>3</sup></a> To ensure resilience to SEUs, often an <a href="/facts/ECC_memory/eG38xJoR">error correcting memory</a> is used, together with circuitry to periodically read (leading to correction) or <a href="/facts/Memory_scrubbing/WtskvNpM">scrub</a> (if reading does not lead to correction) the memory of errors, before the errors overwhelm the error-correcting circuitry.
</p><p>In digital and analog circuits, a single event may cause one or more voltages pulses (i.e. glitches) to propagate through the circuit, in which case it is referred to as a single-event transient (SET). Since the propagating pulse is not technically a change of "state" as in a memory SEU, one should differentiate between SET and SEU. If a SET propagates through digital circuitry and results in an incorrect value being latched in a sequential logic unit, it is then considered an SEU.
</p><p>Hardware problems can also occur for related reasons. Under certain circumstances (of both circuit design, process design, and particle properties) a "<a href="/facts/Parasitic_structure/h7EmtL9D">parasitic</a>" <a href="/facts/Thyristor/DYPV2ftl">thyristor</a> inherent to CMOS designs can be activated, effectively causing an apparent short-circuit from power to ground. This condition is referred to as <i><a href="/facts/Latchup/KcTpXVf8">latch-up</a></i>, and in absence of constructional countermeasures, often destroys the device due to <a href="/facts/Thermal_runaway/r5F7nfeY">thermal runaway</a>.  Most manufacturers design to prevent latch-up and test their products to ensure that latch-up does not occur from atmospheric particle strikes.  In order to prevent latch-up in space, <a href="/facts/Epitaxy/etjSn1D3">epitaxial</a> substrates, <a href="/facts/Silicon_on_insulator/fxSkXYmw">silicon on insulator</a> (SOI) or <a href="/facts/Silicon_on_sapphire/EVF6nmXN">silicon on sapphire</a> (SOS) are often used to further reduce or eliminate the susceptibility.
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<h2 id="notable-seu">Notable SEU</h2>
<ul><li>In the 2003 elections in <a href="/facts/Brussels/tNzHrQYP">Brussels</a>'s municipality <a href="/facts/Schaerbeek/YLTd0Qx7">Schaerbeek</a> (<a href="/facts/Belgium/YKuMXP5j">Belgium</a>), an anomalous recorded number of votes triggered an investigation that concluded an SEU was responsible for giving a candidate named <a href="/facts/Maria_Vindevoghel/7YbSKIDn">Maria Vindevoghel</a> 4,096 extra votes. The possibility of a single-event upset is suggested by the difference in votes being equivalent to a power of two, 212.<a class="footnote-ref" id="fnref:4" href="#fn:4"><sup>4</sup></a></li>
<li>On October 7, 2008, <a href="/facts/Qantas_Flight_72/HfAURMm0">Qantas Flight 72</a> at 37,000 feet, one of the plane's three air data inertial reference units had a failure, causing incorrect data to be sent to the plane's flight control systems. This caused pitch-downs and caused severe injuries to crew and passengers. All potential causes were found to be "unlikely," or "very unlikely," except for an SEU, whose likelihood couldn't be estimated.<a class="footnote-ref" id="fnref:5" href="#fn:5"><sup>5</sup></a></li></ul>
<h2 id="see-also">See also</h2>
<ul><li><a href="/facts/Radiation_hardening/nB4Wbctl">Radiation hardening</a></li>
<li><a href="/facts/Cosmic_rays/uxCVdTKd">Cosmic rays</a></li>
<li><a href="/facts/Hamming_distance/MgdtbYPo">Hamming distance</a></li>
<li><a href="/facts/Parity_bit/peFp3Wau">Parity bit</a></li>
<li><a href="/facts/Gray_code/HtbVlM7T">Gray code</a></li>
<li><a href="/facts/Libaw-Craig_code/TWedHbrQ">Libaw-Craig code</a> [de] / <a href="/facts/Johnson_code/TWedHbrQ">Johnson code</a> [de]</li>
<li><a href="/facts/Johnson_counter/TWedHbrQ">Johnson counter</a></li>
<li><a href="/facts/Soft_error/E77QBbqI">Soft error</a></li></ul>

<h2 id="further-reading">Further reading</h2>
General SEU
<ul><li>T.C. May and M.H. Woods, IEEE Trans Electron Devices ED-26, 2 (1979)</li>
<li><a href="http://www.seutest.com">www.seutest.com</a> - Soft-error testing resources to support the JEDEC JESD89A test protocol.</li>
<li>J. F. Ziegler and W. A. Lanford, "Effect of Cosmic Rays on Computer Memories", <i>Science</i>, 206, 776 (1979)</li>
<li><a href="http://www.research.ibm.com/journal/rd40-1.html">Ziegler, et al. IBM Journal of Research and Development. Vol. 40, 1 (1996)</a>.</li>
<li><a href="https://radhome.gsfc.nasa.gov/radhome/see.htm">NASA Introduction to SEU</a> from <a href="/facts/Goddard_Space_Flight_Center/WfoEKknM">Goddard Space Flight Center</a> Radiation Effects Facility</li>
<li><a href="http://adsabs.harvard.edu/cgi-bin/nph-abs_connect">NASA/Smithsonian abstract search</a>.</li>
<li>"Estimating Rates of Single-Event Upsets", J. Zoutendyk, <i>NASA Tech Brief</i>, Vol. 12, No. 10, item #152, Nov. 1988.</li>
<li><a href="https://web.archive.org/web/20050316074002/http://www.boeing.com/assocproducts/radiationlab/publications/">Boeing Radiation Effects Laboratory, focussed on Avionics</a></li>
<li><a href="http://www.usenix.org/events/usenix07/tech/li.html">A Memory Soft Error Measurement on Production Systems, 2007 USENIX Annual Technical Conference, pp. 275–280</a></li>
<li><a href="https://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=6187516">A Highly Reliable SEU Hardened Latch and High-Performance SEU Hardened Flip-Flop, International Symposium on Quality Electronic Design (ISQED), California, USA, March 19--21, 2012</a></li></ul>
SEU in programmable logic devices
<ul><li>"Single-Event Upsets: Should I Worry?" Xilinx Corp.</li>
<li>"Virtex-4: Soft Errors Reduced by Nearly Half!" A. Lesea, Xilinx TecXclusive, 6 May 2005.</li>
<li><a href="https://web.archive.org/web/20050310163239/http://www.altera.com/products/devices/stratix/features/stx-seu.html">Single Event Upsets</a> Altera Corp.</li>
<li><a href="http://www.rcnp.osaka-u.ac.jp/~annurep/2001/genkou/sec3/kobayashi.pdf">Evaluation of LSI Soft Errors Induced by Terrestrial Cosmic rays and Alpha Particles</a> - H. Kobayashi, K. Shiraishi, H. Tsuchiya, H. Usuki (all of Sony), and Y. Nagai, K. Takahisa (Osaka University), 2001.</li>
<li><a href="http://scholarsarchive.byu.edu/etd/521/">SEU-Induced Persistent Error Propagation in FPGAs</a> K. Morgan (Brigham Young University), Aug. 2006.</li>
<li><a href="http://www.microsemi.com/products/fpga-soc/reliability/see">Microsemi neutron immune FPGA technology.</a></li></ul>
SEU in microprocessors
<ul><li>Elder, J.H.; Osborn, J.; Kolasinski, W. A.; "A method for characterizing a microprocessor's vulnerability to SEU", <i>IEEE Transactions on Nuclear Science</i>, Dec 1988 v 35 n 6.</li>
<li><a href="http://crc.stanford.edu/crc_papers/CRC-TR-01-4.pdf">SEU Characterization of Digital Circuits Using Weighted Test Programs</a></li>
<li><a href="https://web.archive.org/web/20060103143222/http://www-hpc.jpl.nasa.gov/PEP/pls/papers/Fault_analysis.pdf">Analysis of Application Behavior During Fault Injection</a></li>
<li><a href="https://web.archive.org/web/20051018163723/http://flightlinux.gsfc.nasa.gov/docs/Target_Arch_Report.html">Flight Linux Project</a></li></ul>
SEU related masters theses and doctoral dissertations
<ul><li>R. Islam (2011). <a href="http://spectrum.library.concordia.ca/15130/"><i>High-speed Energy-efficient Soft Error Tolerant Flip-flops</i></a> (masters). Concordia University (M. A. Sc. Thesis).</li>
<li>T. Z. Fullem (2006). <i>Radiation detection using single event upsets in memory chips</i>. Binghamton University (M. S. Thesis). <a href="/facts/ISBN_(identifier)/15AdSPa9">ISBN</a> 978-0-542-78484-2. <a href="/facts/ProQuest/yoBIhGBy">ProQuest</a> <a href="https://www.proquest.com/docview/304928976">304928976</a>.</li>
<li>C. L. Howe (2005). <a href="http://etd.library.vanderbilt.edu/ETD-db/available/etd-11022005-161757/"><i>Radiation-induced energy deposition and single event upset error rates in scaled microelectronic structures</i></a> (thesis). Vanderbilt University (M. S. Thesis).</li>
<li>J. A. Thompson (1997). <a href="https://web.archive.org/web/20070930200558/http://stinet.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA333415"><i>Design, Construction and Programming of a Microcontroller-Based Testbench Suitable for Radiation Testing of Microelectronic Circuits</i></a>. Naval Postgraduate School (M. S. Thesis). Archived from <a href="http://stinet.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA333415">the original</a> on September 30, 2007.</li>
<li>D. R. Roth (1991). <i>The role of charge collection in the single event upset</i>. Clemson University (M. S. Thesis).</li>
<li>A. G. Costantine (1990). <i>An Advanced Single Event Upset Tester</i>. Rensselaer Polytechnic Institute (Ph. D Thesis).</li></ul>

<h2 id="references">References</h2>

<ol>
<li id="fn:1"><p>Binder, Smith, Holman (1975). "Satellite Anomalies from Galactic Cosmic Rays". IEEE Transactions on Nuclear Science. NS-22, No. 6 (6): 2675–2680. Bibcode:1975ITNS...22.2675B. doi:10.1109/TNS.1975.4328188. S2CID 3032512 – via IEEE Explore.{{cite journal}}:  CS1 maint: multiple names: authors list (link) <a href="/wiki/IEEE_Transactions_on_Nuclear_Science" target="_blank">/wiki/IEEE_Transactions_on_Nuclear_Science</a> <a href="#fnref:1" class="footnote-back-ref">↩</a></p></li>
<li id="fn:2"><p>Petersen, Koga, Shoga, Pickel, & Price (2013). "The Single Event Revolution". IEEE Transactions on Nuclear Science. Vol. 60, No.3. <a href="/wiki/IEEE_Transactions_on_Nuclear_Science" target="_blank">/wiki/IEEE_Transactions_on_Nuclear_Science</a> <a href="#fnref:2" class="footnote-back-ref">↩</a></p></li>
<li id="fn:3"><p>Torrens, G.; Alheyasat, A.; Alorda, B.; Barcelo, S.; Segura, J.; Bota, S. A. (2020). "Transistor Width Effect on the Power Supply Voltage Dependence of α-SER in CMOS 6T SRAM". IEEE Transactions on Nuclear Science. 67 (5): 811–817. Bibcode:2020ITNS...67..811T. doi:10.1109/TNS.2020.2983586. ISSN 0018-9499. S2CID 216198845. <a href="https://ieeexplore.ieee.org/document/9047908" target="_blank">https://ieeexplore.ieee.org/document/9047908</a> <a href="#fnref:3" class="footnote-back-ref">↩</a></p></li>
<li id="fn:4"><p>Ian Johnston (17 February 2017). "Cosmic particles can change elections and cause planes to fall through the sky, scientists warn". Independent. Retrieved 5 September 2018. <a href="https://www.independent.co.uk/news/science/subatomic-particles-cosmic-rays-computers-change-elections-planes-autopilot-a7584616.html" target="_blank">https://www.independent.co.uk/news/science/subatomic-particles-cosmic-rays-computers-change-elections-planes-autopilot-a7584616.html</a> <a href="#fnref:4" class="footnote-back-ref">↩</a></p></li>
<li id="fn:5"><p>The Invisible Neutron Threat (2012), Target 4 Flight Path 30L Publications, Los Alamos National Laboratory <a href="https://web.archive.org/web/20210210130840/https://www.lanl.gov/science/NSS/issue1_2012/story4full.shtml" target="_blank">https://web.archive.org/web/20210210130840/https://www.lanl.gov/science/NSS/issue1_2012/story4full.shtml</a> <a href="#fnref:5" class="footnote-back-ref">↩</a></p></li>
</ol>

Single-event upset open-in-new

Single-event upset