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Vestval

Robotics Lab

Embedded Systems

The real-time compute, actuation and control stacks that robotic autonomy depends on.

Overview

Embedded systems are where autonomy meets physics. Deterministic timing, safe actuation and disciplined firmware are what separate research demos from deployable robots.

The lab's embedded work is deliberately unglamorous — because reliability is what earns the right to deploy.

What this covers

Real-time control

Deterministic control loops with bounded latency.

Actuation safety

Torque, velocity and current envelopes enforced in hardware.

Firmware discipline

Versioned, signed firmware with staged rollout.

Sensor integration

Time-synchronized sensor fusion at the embedded layer.

Diagnostics

Rich diagnostics that make field failures actionable.

OTA

Safe over-the-air update paths with rollback.

How it works

  1. 1

    Requirements are captured with timing and safety envelopes.

  2. 2

    Firmware and control loops are developed with bench and hardware-in-the-loop testing.

  3. 3

    Signed artifacts are deployed via OTA with staged rollout.

  4. 4

    Diagnostics feed reliability engineering and next iterations.

Use cases

Autonomy research

Reliable low-level control under uncertainty.

Higher-level policies with a solid substrate to stand on.

FAQ

Frequently asked

  • Where appropriate; the choice is per project and rarely religious.