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An Autonomous Subgram SMA-Based Swimmer

This paper introduces the Swima, a pioneering subgram (900-mg) autonomous microswimmer that integrates onboard power, computation, and high-work-density SMA actuators to achieve sustained swimming speeds of up to 22.4 mm/s and precise trajectory tracking.

Original authors: Conor K. Trygstad, Francisco M. F. R. Gonçalves, Néstor O. Pérez-Arancibia

Published 2026-06-16
📖 4 min read☕ Coffee break read

Original authors: Conor K. Trygstad, Francisco M. F. R. Gonçalves, Néstor O. Pérez-Arancibia

Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Imagine a tiny, self-contained robot fish that weighs less than a single paperclip (about 900 milligrams). This is the Swima, a new invention described in the paper. Think of it as a "swimming insect" that doesn't need a lifeline, a giant magnet outside the water, or a remote control to move. It carries its own battery, its own brain, and its own muscles all on its back.

Here is a breakdown of how it works and what it can do, using simple comparisons:

1. The Engine: Tiny Muscles Made of "Smart Metal"

Most robots use electric motors to move, but at this tiny size, motors are usually too heavy or inefficient. Instead, the Swima uses Shape-Memory Alloy (SMA) wires.

  • The Analogy: Think of these wires like muscle fibers made of special metal. When you send electricity through them, they heat up and shrink (like a muscle contracting). When they cool down, they stretch back out.
  • The Setup: The robot has two of these tiny metal muscles (each weighing only 10 mg). They are connected to two soft, flexible tails. When the metal wires shrink, they pull the tails, making them wiggle back and forth. This wiggling pushes the water, propelling the robot forward.

2. The Body: A Floating Backpack

The robot's body is a lightweight, carbon-fiber shell that acts like a buoyant life jacket.

  • It holds everything together: the battery, the computer chip, and the electronics.
  • Because it is so light and designed to float, it swims on the surface of the water rather than diving deep.
  • The "brain" and "senses" are all packed onto a custom-made circuit board (PCB) that is smaller than a postage stamp. This board includes a tiny computer (MCU) to make decisions and a gyroscope (IMU) to know which way is "up" or "forward."

3. The Movement: Wiggling and Turning

The Swima moves by flapping its two tails.

  • Going Straight: If both tails wiggle at the same time and speed, the robot swims in a straight line.
  • Turning: If the robot wants to turn, it makes one tail wiggle harder or faster than the other. It's like a swimmer using one arm to paddle harder than the other to spin around.
  • Speed: It can swim at about 22 millimeters per second. While that sounds slow to us, for a robot that is only a few centimeters long, that is a very brisk pace (about half its own body length every second).
  • Agility: It can turn sharply, spinning at a rate of about 14 degrees per second.

4. The Brains: Steering Itself

The coolest part is that the robot can steer itself without a human telling it what to do.

  • The Gyroscope: The robot has a tiny sensor that acts like an inner ear, constantly telling the computer which way the robot is facing.
  • The Goal: If the robot is supposed to swim straight North, but the water pushes it slightly East, the computer notices the error. It then adjusts the wiggling of the tails to correct the course.
  • The Result: In tests, the robot could follow a straight path with very little wobble (an average error of only 6.5 degrees). It could also be programmed to make sharp 90-degree turns left or right.

5. The Battery Life: A Long Swim

The robot runs on a tiny lithium-ion battery (the kind found in small electronics).

  • Duration: It can swim continuously for about 18 minutes on a single charge.
  • Efficiency: The researchers noted that the robot uses very little power (about 87 milliwatts). However, they found a small hiccup: the metal muscles sometimes draw a sudden burst of power that briefly dips the battery voltage, causing the robot to reset before the battery is fully empty. Despite this, 18 minutes is a very long time for a robot this small.

Why This Matters (According to the Paper)

Before this invention, most tiny underwater robots were either:

  1. Tethered: Tied to a power source with a wire (like a dog on a leash).
  2. Externally Controlled: Moved by giant magnets outside the water (which doesn't work well in messy, real-world environments).
  3. Too Heavy: Too big to be considered "insect-sized."

The Swima is the first robot of its size (under 1 gram) that has its own power, its own muscles, and its own brain all on board, allowing it to swim freely and steer itself. It proves that we can build tiny, autonomous machines that can navigate water on their own.

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