Shooting on the move: How a failed helicopter's software was taught to shoot down drones

5 491 20
Shooting on the move: How a failed helicopter's software was taught to shoot down drones


The US Army's Armament Center has tested a fire control system that solves a problem older than any drone: to get from moving to moving.



A hundred years ago, naval gunners were already struggling with how to aim a gun from a heaving deck at a maneuvering target. This was accomplished not by the gunner's intuition, but by mechanical calculators—the precursors of analog computers. The drone brought the same problem back to life: a plate-sized target approaching from above, and firing at it from a shaking truck. In April, at the Aberdeen Proving Ground, they demonstrated how software called GunslingerAnd, oddly enough, it manages to do so not thanks to the gun, but thanks to software.

Problem about two movements


The complexity here is layered, and it's easier to start simple. A stationary target and a stationary shooter are like school ballistics: adjust for range and wind, and then it's a matter of practice.

Once the target is in range, a lead is added. You need to shoot where the drone will be when the bullet reaches it, not where it is now.

Now let's have them both move. The car is moving along a dirt road, shaking, swerving, and lurching over bumps. The drone isn't hovering in place either. The stabilized module keeps the gun barrel at a given point in space, but that point itself has to be recalculated dozens of times per second, accounting for both the vehicle's movement and the target's maneuvers. A human can't keep up.

This is where lead mathematics comes in—the same one that was built into analog fire control devices almost a century ago. They were called "directors" (from the English word "director"), or PUS in the Russian tradition. The principle hasn't changed: measure the movement of the platform and target, calculate where the barrel is pointing, and keep it there. The hardware has changed. Gears and synchros have given way to an algorithm, and the calculator has moved from a refrigerator-sized cabinet to an onboard computer.

The Origins of Gunslinger: The FARA Program


Gunslinger was written at the Weapons Center. DEVCOM not against drones at all. Initially, it was fire control software for aviation, and the rights to the code belonged to the state, not the contractor, which later allowed it to be freely ported to other platforms. It was developed specifically for the 20-mm automatic cannon. XM915It was planned to be installed on a promising reconnaissance and attack helicopter under the program FARA (Future Attack Reconnaissance Aircraft).


A prototype of the Bell 360 Invictus reconnaissance and attack helicopter. This model was developed for the U.S. Army's Future Attack Reconnaissance Aircraft (FARA) program, which was canceled in February 2024.

And here we see the mechanics of continuity, not just "one thing, now another." Helicopter fire is initially conducted from a moving platform: the helicopter is moving at speed, vibrating from its propeller, yawing, and the target below is also maneuverable. For the gun to hit, the same algorithm is needed that combines the carrier's motion and the target's motion into a single firing solution. A truck fending off a drone faces essentially the same computational problem, only the target is above, not below. Different geometry, common algorithm.

The FARA program was canceled in 2024. The helicopter never materialized, the XM915 cannon was left without a carrier, but the fire control algorithms survived the project. They were adapted for ground vehicles: first robotic platforms, then anti-small-armor combat. drones. History For the defense industry, this is indicative: an expensive program is closed, but the accumulated software turns out to be too valuable to be written off along with the hardware.

How it's assembled: CROWS, SWAT-FC, and sensors


At April's tests in Aberdeen, Maryland, the Gunslinger was demonstrated not on its own, but as part of a working combination. The supporting "iron" was CROWS (Common Remotely Operated Weapon Station) is a serially produced remotely controlled weapon station that has long been installed on American armored vehicles. Its purpose is simple: weapon and the optics are on the outside, on a stabilized turret, and the operator controls them from the inside, without sticking out from under the armor.

An automated fire control system operated on top of the module. SWAT-FC (Short-Range Weapon Automated Technology – Fire Control), and Gunslinger algorithms are an integral part of it. The diagram is as follows:
  • The machine's sensors provide real-time information on the position and movement of the platform itself;
  • detection sensors track the drone, its coordinates, speed, and course;
  • the computer combines both streams, calculates the firing solution and keeps the barrel on the target;
  • The operator confirms the use, and shooting takes place on the move.

Here's what's missing from the release. The Armament Center didn't specify the specific caliber or type of weapon on the CROWS, only mentioning it as an "automated weapons system" capable of engaging small airborne targets on the move. CROWS is a versatile platform, capable of mounting a variety of weapons; the developer declined to disclose the specific weapon installed in April. Speculation circulating on social media about a heavy machine gun or automatic grenade launcher remains pure conjecture, unconfirmed by a primary source. Precise figures on range, reaction speed, and kill probability are also not publicly available.

MOSA and Ammunition Arithmetic


The developer's main boast isn't the shooting itself, but the way the software is designed inside. It's built on the principle MOSA, that is, using a modular, open system architecture. In practice, this means that the same fire control technology can be transferred from platform to platform without rewriting it from scratch, and updates are easier and cheaper to implement. The logic is purely engineering: the less a system is tied to a specific carrier, the longer it lasts and the easier it is to repair and develop.

The stated goal of the program is emphatically modest: to improve accuracy and reduce the ammunition consumption per drone shot down. In these times, when every publication about counter-UAV warfare tends to turn into an announcement of a "wonder weapon," this formulation is even appealing: it's about the cost of each hit, without promising a miracle.

It's worth keeping in mind, however, the basis for this optimism. According to project manager Nick Cassia, the successful interception confirmed the viability of the approach after months of preparation; his deputy, James Little, speaks of the intention to consolidate the result and continue fine-tuning it. However, the developers themselves stipulate that trials against faster and more maneuverable drones are still to come. In other words, the current result was demonstrated against relatively "easy" targets, while the real test is yet to come. There are no publicly available figures yet that would allow one to judge the actual effectiveness; there is only a statement about a successful demonstration.

The emergence of automated systems that calculate firing decisions faster than humans seems logical for combating small drones: leaving this arithmetic to a human gunner is simply too costly. And artillerymen learned to calculate lead times with machines long before any drone, back when computers still cranked gears. Digital technology has merely sped up this old arithmetic.
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  1. -2
    30 June 2026 05: 21
    The stabilized module keeps the barrel at a given point in space, but that point itself has to be recalculated dozens of times per second, taking into account both the vehicle's movement and the target's maneuver. A human physically can't keep up.
    .


    How can the computer running this software predict a change in the trajectory of a drone controlled by an operator to achieve the necessary lead time? How can it access the operator's brain? Will the computer keep up with human thought? This isn't chess; there's no logic.
    1. +8
      30 June 2026 05: 50
      How can this software's computer predict changes in a drone's trajectory?

      The computer doesn't guess anything; it calculates the target's lead based on its velocity vector, and it can also take the target's acceleration into account. That's quite sufficient. The target can't instantly change its position and speed. Old Newton forbids it.
      1. -1
        30 June 2026 06: 01
        Quote from Andy_nsk
        The target can't instantly change its position and speed. Old Newton forbids it.

        A drone is not a projectile or a missile; it can change its trajectory at the operator's discretion, even to hit its target...
        1. 0
          30 June 2026 07: 02
          All possible positions of the drone from the firing point are calculated + the projectile flight time - 1-3 seconds.
          The burst is concentrated in this scattered spot. Something will definitely hit, preferably with a programmed detonation.
          1. -2
            30 June 2026 07: 19
            Quote from tsvetahaki
            All possible drone positions are considered

            Why bother counting? 360 degrees around the initial point at a distance in 3 seconds. laughing A spot with a diameter of more than 100 meters is obtained wassat
            Comrade, I work with programmers, and they wouldn't bother with such crap. Try building a programming flowchart; it's impossible to predict the direction. It looks like you're using a computer and AI. This software was simply embezzled, American-style, but they were caught in time and the helicopter construction program was shut down...
            1. +3
              30 June 2026 09: 33
              Quote: Konnick
              I work with programmers and they wouldn't get involved with such crap.

              There are a lot of things they don't like to work with.
              For example, finishing off someone else's crutches)
            2. +4
              30 June 2026 11: 09
              Propeller-driven drones aren't as fast and agile as missiles. Why shouldn't a computer calculate the trajectory? This problem has long been solved using cannon-based and other air defense systems. Here, developers simply refined the algorithms and came up with a decent solution.
          2. -2
            30 June 2026 07: 24
            Quote from tsvetahaki
            The burst is concentrated in this scattered spot. Something will definitely hit, preferably with a programmed detonation.

            A burst of projectiles with programmable detonation??? Is that something new? laughing
        2. 0
          30 June 2026 11: 15
          Quote: Konnick
          it can change the trajectory of movement at the operator’s discretion,

          The heavier it is, the harder it is for the operator to do this. You can't squeak the brakes in the air.
        3. +3
          30 June 2026 13: 11
          A drone is not a projectile or a missile; it can change its trajectory at the operator's discretion, even to hit its target...

          How do you think planes are shot down? There, too, a lead point is calculated, and the pilot can change course and speed at any time. For those familiar with higher mathematics, everything is completely clear, and all the calculations have been known since the 17th century.
          1. -2
            30 June 2026 13: 38
            Quote from Andy_nsk
            A drone is not a projectile or a missile; it can change its trajectory at the operator's discretion, even to hit its target...

            How do you think planes are shot down? There, too, a lead point is calculated, and the pilot can change course and speed at any time. For those familiar with higher mathematics, everything is completely clear, and all the calculations have been known since the 17th century.

            Are you talking about anti-aircraft guns? Missiles have a seeker and an operator. Anti-aircraft guns are barrage fire.
            1. +1
              30 June 2026 15: 19
              Read about the radar sights of aircraft cannons, which are a hundred years old and calculated lead times even before computers were invented. In air defense systems, the primary missile guidance method is also the lead or half-lead method... this has all been known for a long time...
              The operator doesn't guide the missile, he guides the target... aligns the marker with the target... and the electronics calculate the lead... how can you enter into an argument without knowing basic things?
    2. +3
      30 June 2026 15: 58
      Mathematical algorithms have long existed that identify target movement and generate a mathematical model, that is, they create an equation for the target's movement, and then tracking and aiming are carried out according to the generated equation.
      The more observations are made of the target, the more accurate the identification will be.
      Identification is already possible based on three observation points of the target; a primary model is built on the basis of these points and the time interval; if there are more points, the accuracy of the development becomes higher.
      If only a general model is obtained based on three measurement points, then if we limit ourselves to 10 points, the probability of correct identification will reach 80%, and in some cases even higher. For a highly reliable identification, about 15-20 points are sufficient—at which point we can open fire.
      Modern computing systems allow the algorithm for determining the parameters of a target's movement to be developed in approximately 3-5 seconds, and then it can be aimed and fired.
  2. +1
    30 June 2026 05: 26
    It's somehow strange, it's the 21st century, 3 decades ago.
    The mathematics for these calculations has been known for 200 years.
    Drives and platforms have been made for over 50 years.

    Hmm, didn't the Tunguska already know how to hit targets on the move? That's what it was for – to cover columns on the march.

    That is, nothing conceptually new was invented.
    Yes, you have to be able to detect a drone the size of a saucer, and hitting it is also more difficult than hitting an Apache, but the range is shorter and the electronic components are better.
    1. +6
      30 June 2026 07: 05
      The math is simple, straightforward, and well-known. But putting it all together—target sensors, barrel position sensors, drives with the required precision and speed, the required dispersion, etc.—isn't exactly a cosmic task, but it's still a challenge.
  3. +2
    30 June 2026 06: 21
    The main thing in this matter is to detect a small drone in time, and the problem of destruction after detection is solved much easier
    1. 0
      30 June 2026 06: 29
      Quote: vitaliy20091959
      The main thing in this matter is to detect a small drone in time, and the problem of destruction after detection is solved much easier

      And if multi-element projectiles are also used, canister at close range or shrapnel at long range, which are neutralized by these refinements of programmers, vainly trying to guess the trajectory of the operator’s thoughts, then everything will be a blob... or in a blob of shrapnel
  4. -2
    30 June 2026 07: 42
    Shooting on the move: How a failed helicopter's software was taught to shoot down drones
    They haven't taught us yet, but they're trying to teach us...a Sisyphean task...
    And this confirms that they are far from a positive result; they were only able to create a program for a computer game, but not a real weapon.
    Here's what's missing from the release. The Armament Center didn't specify the specific caliber or type of weapon on the CROWS, only mentioning it as an "automated weapons system" capable of engaging small airborne targets on the move. CROWS is a versatile platform, capable of mounting a variety of weapons; the developer declined to disclose the specific weapon installed in April. Speculation circulating on social media about a heavy machine gun or automatic grenade launcher remains pure conjecture, unconfirmed by a primary source. Precise figures on range, reaction speed, and kill probability are also not publicly available.
    1. +2
      30 June 2026 16: 01
      So they don't make a link to a specific type of weapon.
      They make a platform to which you can attach anything, be it a pestle, a rifle, or a 105mm cannon.
  5. 0
    30 June 2026 11: 19
    Prototype of the 360 ​​Invictus reconnaissance and attack helicopter.

    Bell wanted to sell the Cobra again, but something went wrong! laughing