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Vestval

Robotics Lab

Sensors

The perception hardware — cameras, depth, IMU, force, LIDAR — that gives robots contact with the world.

Overview

Sensors are the interface between algorithm and reality. Sensor selection, placement, calibration and fusion determine the ceiling of everything built above them.

The lab's sensor work is about disciplined engineering: characterization, calibration and fusion done properly, not glamorous new hardware.

What this covers

Sensor characterization

Every sensor is characterized before it is trusted.

Calibration

Intrinsic and extrinsic calibration workflows that survive field conditions.

Fusion

Time-synchronized fusion across modalities with uncertainty modeling.

Redundancy

Redundant sensing where safety requires it.

Failure detection

Sensor failure detected and handled, not silently absorbed.

Cost-aware selection

Sensor choice is a system-level decision with cost, power and reliability tradeoffs.

How it works

  1. 1

    Sensor stack is chosen against the task and cost envelope.

  2. 2

    Calibration procedures are developed and validated in the field.

  3. 3

    Fusion combines modalities with uncertainty modeling.

  4. 4

    Sensor health is monitored continuously.

Use cases

Perception research

Working out which sensor stack a use case really needs.

Realistic, deployable sensing rather than lab-only exotica.

FAQ

Frequently asked

  • The lab is vendor-neutral; choices are project-specific.