I've just read this article about space-graded CPUs [1].

I am not a space expert at all but a question was born naturally:
why don't we prefer to shield earth-designed CPUs (far less expensive) than design brand-new radiation-proof CPUs?

PS: I have read some questions here but no one talks about this side of the issue.

[1] https://arstechnica.com/science/2019/11/space-grade-cpus-how-do-you-send-more-computing-power-into-space/

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    $\begingroup$ The vast majority of cosmic rays that impinge upon a computer simply pass right through. A tiny fraction impart damage. There's a similar issue with shielding. The majority of cosmic rays that impinge upon a layer of lead a couple of meters thick simply pass right through. (That's cheating on my part; lead makes for a lousy shield against cosmic rays.) Aluminum, water, and liquid hydrogen are far better. All that is needed is a megaton of those materials to provide adequate shielding for a tiny little computer. That amount of shielding means launch is impossible. $\endgroup$ Nov 13, 2019 at 2:45
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    $\begingroup$ @RonJohn: Of course they've thought of it. Since they don't, there must be a reason. Asking for an explanation of this reason (e.g. that a high-energy cosmic ray can penetrate significant shielding and create a shower of lower-energy particles in the process) is the point of this question, I assume, in more detail than "it wouldn't work". $\endgroup$ Nov 13, 2019 at 7:55
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    $\begingroup$ @RonJohn: I still think "why exactly can't shielding work?" is a fair question. The answer is "because it would have to be way too thick/heavy to be sufficient" is the answer, in whatever level of detail you want to go into. And/or that saving that shielding mass with a rad-hardened CPU is worth the cost because mass = $. $\endgroup$ Nov 13, 2019 at 9:11
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    $\begingroup$ @andy256 The comments you replied to don't seem to contain even a hint of being passive aggressive to me. On the contrary they seem a well considered counter to your earlier comment. Merely questioning someone's assertion on something doesn't mean it is passive aggressive. $\endgroup$
    – JBentley
    Nov 14, 2019 at 17:11
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    $\begingroup$ @andy256 I find your commenting style to be way more combative and aggressive than the one you responded to. Indeed two of your comments contain rants about how you are wasting your time, and this site isn't worth visiting, etc. I found the other comment to be much more considered and factual. You may disagree entirely with the points raised there, but if we silence everyone who we disagree with, this site would be useless. I don't find your "beating your wife" analogy to be a useful comparison at all. $\endgroup$
    – JBentley
    Nov 15, 2019 at 13:56

3 Answers 3


Because shielding against radiation is heavy, and weight is the enemy of getting things into space.

CPUs are quite sensitive to radiation, and some types of radiation (cosmic rays) are not only quite good at penetrating most things, as they do, they cause a cascade of secondary radiation. To protect a device form any of this radiation getting through is not an easy (light) task. At a point, re-designing the CPU to make it tolerant to a few impacts is more economical as you don't have to rule out any bit flipping event if you are tolerant to 1 per cycle.

A few additional thoughts:

  • Part of the expense is to do with the one-off nature of space hardware and the need for testing etc. Even if the CPU was free to manufacture, by the time it had been flight-tested and brought from BAE, it would be big bucks.

  • New CPU architecture is not the only way to make chips less sensitive. For example: "One way to use faster, consumer CPUs in space is simply to have three times as many CPUs as you need: The three CPUs perform the same calculation and vote on the result. If one of the CPUs makes a radiation-induced error, the other two will still agree, thus winning the vote and giving the correct result.". This is the approach used by a NASA program Environmentally Adaptive Fault-Tolerant Computing or "EAFTC". The EAFTC computers sort of serve the same purpose. However, they are still not considered as reliable as dedicated radiation-hardened CPUs. There is an expectation that there will be some use of these or similar systems to offload some of the work from radiation-hardened CPUs. I don't know what the status of this is though.

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    $\begingroup$ Can you give me some numbers? e.g. the "weight" to shield appliance; second, For the same reason (weight) are astronauts less/more protected than appliances? $\endgroup$
    – mattia.b89
    Nov 12, 2019 at 18:00
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    $\begingroup$ @mattia.b89 astronauts are, to some degree, radiation-hardened. Our DNA has some copy correction mechanisms, and if a cell is damaged beyond repair, most of the time it will just suicide. This is good enough for low-level radiation, with the risk of occasional cancer, of course. An Earth CPU does not have any of those mechanisms, so any cosmic ray is susceptible to messing up the computation in unpredictable ways. So, a dosage that is fine for humans will not be for typical electronics. The shielding is typically the same: the polyethylene layers. $\endgroup$
    – Davidmh
    Nov 13, 2019 at 6:28
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    $\begingroup$ @mattia.b89 (Re the humans): There are those who can tell you a lot more than me in these parts, but: at the moment, they are very similarly protected for example (by order of 2.5mm of Alu for the ISS). The difference is how susceptible, and to what types, of radiation. For people long term exposure is the real risk, for CPUs its the chance of a bad calculation being used for something critical. $\endgroup$
    – ANone
    Nov 13, 2019 at 9:52
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    $\begingroup$ I have recently attended a seminar where an engineer who is an expert in this area was asked this exact question, and his answer was exactly this. We simply don't know a way to shield a CPU that's even remotely plausible weight-wise. $\endgroup$
    – xLeitix
    Nov 13, 2019 at 14:03
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    $\begingroup$ @mattia.b89 : in the case of an off the shelf computer, if one single transistor is destroyed, or if one single bit is flipped, the software will typically crash or deliver incorrect results. In case of a human, the death of a single cell doesn't have any significant effect, cells die and reproduce all the time. Humans have much more redundancy than computers. $\endgroup$
    – vsz
    Nov 14, 2019 at 5:11

You actually ask a really good question. And the answer is, we do both, depending on the needs.

NASA tends to go for the ultra-reliable, and radiation tolerant components are more reliable, thus it is their preferred way. Many commercial satellites, however, use non-space grade components that are shielded lightly, and with software and hardware built in a way to allow for 2 CPUs to compute the same calculation, if they get different results, they re-calculate it. For memory, a common way is using a triple redundancy, where the memory is stored 3 times in different chips, and the answers are compared. The most sensitive and important components are still usually radiation tolerant, but these are a relatively small subset of components in a satellite, the heavy lifting can rely on a more radiation sensitive and much less expensive component.


Throwing some rough and ready math at the question, happy to be corrected by anybody with actual numbers.

Hardening increases the radiation level to trigger errors by several orders of magnitude, call it 1000 for this.

Dropping the radiation by a factor of 1000 to a 10cm cube would take about half a mm of lead, adding up to something like 250g. Most computer modules are larger and more awkwardly shaped than that so couple of kg of shielding.

So shielding would be achievable but would cost an instrument or backup element out of the final design.

What is possibly missing from this is who actually paid for the rad hardened CPU, and what a shielded but conventional CPU would have cost to test. The hardened CPUs are mostly born out of military spending rather than space exploration (so NASA would not get the saved money), and arrive with lots of paperwork specifying not just radiation the hardening but 'free' hardening against extreme temperatures and vibration.

An off the shelf CPU would need to be boxed up in the radiation hardened case and then subjected to the relevant tests before launch. It would probably fail and need to be re-engineered and re tested several times to get it right. So the final cost would probably be cheaper, but might turn out to be much higher or even delay things enough to miss launch window and that would be unknown at planing time. Where the rad hardened unit would be a known quantity in terms of price, weight and power from early in design process.

So quite possibly if you are making a family of LEO sats where can afford to have the first couple fail, and spread the testing cost across the rest of the family this can work, and in fact many current generation satellites (particularly cube/smallsats) do go this route.

If you are designing a space probe with a half billion dollar budget and flying for decades then trading a couple of million for enough weight to add another sensor starts to look better. Especially if you can get the computers at less than ticket price and call it a research/outreach project for the agency that designed them.

So this is math that can go either way, depending greatly on the details.

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    $\begingroup$ I don't think the math(s) for this is quite correct. 0.5mm of lead is not close to sufficient to prevent bit errors in a typical CPU in deep space. Out of curiosity, where did you get the factor of 1000 from. I have only seen this in the context of total radiation dose to cause long term damage, not single event effects. $\endgroup$
    – ANone
    Nov 13, 2019 at 13:49
  • $\begingroup$ Agree the maths is wrong in several different directions and happy to either delete or update the post if someone has better numbers than the first page of search results produced. There are powers of ten differences coming from what your radiation consists of (particles or pure EM), distance (inverse square law) and the exact nature of your electronics but the observable results (cubesats and mars probes) suggests that both options can be made to work as long as you accept the costs/constraints. $\endgroup$ Nov 13, 2019 at 14:19
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    $\begingroup$ There absolutely are uses of not-quite-as-severely rad-hardened devices in use in space. As you rightly point out, not all space is the same (the major difference is inside or outside of earth's magnetosphere). However this isn't the major factor in the need for rad-hardening. A simple stateless ASIC producing data only needs to survive the radiation dose. Anomalies can be filtered out on earth when the data is received. However the CPU that controls something critical has to not make mistakes. It doesn't mean you can never use non-rad hardened devices, just that you can't always either. $\endgroup$
    – ANone
    Nov 13, 2019 at 15:48
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    $\begingroup$ Re Dropping the radiation by a factor of 1000 to a 10cm cube would take about half a mm of lead, No. A half a millimeter of lead has almost no effect against either the solar wind (mostly protons) or galactic cosmic rays (a mix comprising protons, deuterons, and alpha particles, bust also a trace amount of very damaging heavier ions). The effect of a half of a millimeter of lead is in fact worse than no shielding at all due to secondary radiation. But at least a half of a millimeter of lead is not nearly as bad as five millimeters of lead, which is about twice as bad as no shielding at all. $\endgroup$ Nov 14, 2019 at 13:21
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    $\begingroup$ Lead is good at blocking x-rays and gammas, but those are not a significant threat from a dwarf yellow star. The key threats are the solar wind, which peaks at solar maximum, and galactic cosmic rays, which peak at solar minimum. Lead is such an incredibly bad choice against protons and heavier nuclei that it is included in studies for comparison purposes only. $\endgroup$ Nov 14, 2019 at 13:26

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