Find out how our sensor modules can help with your humanoid robot design.

A&M - Humandoid Robot MTi-630

Helping Humanoid Robots to Walk, Run, and Recover Like Humans

Humanoid robots are leaving the lab and entering the real world. To walk, run, and recover like humans, they need more than programmed motion — they need reliable balance control.

Xsens industrial-grade IMUs (Inertial Measurement Units) provide the high-frequency orientation and state estimation required for dynamic balance control, gait stability, and fall-prevention. Already deployed in hundreds of humanoids worldwide, Xsens IMUs help robots stay upright in unpredictable environments.

A&M - Humanoid Robot Walking-Web

How Humanoids Maintain Balance

Engineers use control methods like:

 

  • Zero Moment Point (ZMP): ensuring stable walking by keeping the robot’s center of pressure inside the support polygon.

  • Center of Pressure (CoP) estimation: critical for monitoring stability in real time.

  • Push-recovery strategies: allowing robots to detect and respond to disturbances.

  • Posture control and locomotion control: fine-tuning gait and upper body movements for natural, human-like behavior.

Xsens IMUs provide the orientation estimation and low-drift inertial data these methods depend on, making them essential for humanoid balance control.

Why Xsens for Humanoid Robotics?

Balance Like Humans

Xsens IMUs act as the robot’s inner ear, enabling natural, human-like stability. Enables ZMP- and CoP-based balance strategies.

High-Dynamic Accuracy

Up to 400 Hz orientation output for fast, precise control loops and agile recovery. Supports state estimation and push-recovery.

Compact & Efficient

OEM and SMD modules (as small as 12×12 mm), with low power consumption.

Developer-Ready

ROS 1/2 drivers, Nvidia Jetson-ready, cross-platform compatibility and plug-and-play APIs to accelerate integration.

A&M - Humanoid Robotics Neura

Addressing the Challenges of Balancing a Humanoid Robot

 

  • Robots tend to lose balance under dynamic conditions.
    Xsens sensor solutions provide high-rate inertial feedback (up to 400 Hz) for immediate posture adjustments.

  • Commodity IMUs drift too much
    All Xsens sensors are industrial-grade and come with advanced sensor fusion, ensuring robust and drift-resistant orientation.

  • Integration often takes too long
    We provide ready-to-use ROS 1/2 drivers,  Nvidia Jetson compatibility, and open-source SDKs to speed up development.

  • Space and power are limited
    Xsens compact modules with OEM/SMD form factors and low power consumption fit humanoid design constraints.

Xsens Sensor Modules

MTi-630-2

MTi-630 AHRS

  • Up to 400 Hz orientation output for real-time locomotion control.
  • Ideal for pelvis/torso placement in humanoids.
  • Proven performance: deplyed already in hundreds of humanoid robots.
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A&M - Photo Avior Workshop Background 2-Web-opt

Xsens Avior AHRS

  • Premium OEM solution, low SwaP-C package.
  • High accuracy for demanding humanoid dynamics.
  • Wide interface support (UART, CAN, I2C, SPI, UART, RS232, RS424, optional EtherCAT).
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MTi-1-series-a-Large_edited

MTi-3 AHRS

  • Ultra-compact 12 × 12 mm SMD module for space-constrained humanoid designs.
  • Delivers reliable orientation (roll, pitch, yaw) with onboard sensor fusion.
  • Extremely lightweight and low power consumption, ideal for embedded robotics.
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HumanoidRobotTraining-Xsens

Xsens: Your Partner for Humanoid Robotics

We can not only help with humanoid robots balance control, but also with training robots to move like humans.

 

Xsens is the only partner that both teaches humanoid robots how to move like humans and equips them with the inertial “inner ear” to stay balanced in the real world.

From idea to implementation: all your R&D team needs.

A&M - Humanoid Robotics Tiangong

Why Xsens

  • 25 Years of Motion Expertise
    Providing solutions in human and machine motion capture since 2000.

  • Accuracy You Can Rely On
    Advanced sensor fusion ensures stable orientation under vibration, shock, and magnetic disturbances.

  • Developer-Friendly
    ROS drivers, Nvidia Jetson-ready, and cross-platform APIs minimize integration effort.

  • Proven at Scale
    Already balancing hundreds of humanoid robots worldwide.

  • Global Support
    FAEs with direct humanoid robotics expertise in Europe, USA and Asia.
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Humanoid Robots Balance Control - FAQs

What is ZMP in humanoid robot balance?

ZMP (Zero Moment Point) is a control concept that ensures stable walking by managing the robot’s center of pressure. Xsens IMUs provide the accurate inertial data needed for ZMP-based balance control.

How do IMUs support push-recovery in humanoid robots?

With high-frequency orientation data, Xsens sensors detect disturbances and allow humanoids to adjust posture instantly, preventing falls.

Why use Xsens IMUs instead of generic sensors?

Commodity IMUs drift under dynamic gaits and fail near magnetic disturbances. Xsens delivers industrial-grade accuracy, advanced fusion, and proven reliability at scale.