How Advanced Sensing is Shaping the Future of Physical AI
This article features technology from Melexis and was created as part of a collaborative marketing initiative.
As robotics moves into real-world applications, first-time-right robotics design is becoming a key competitive advantage. From humanoids and cobots to autonomous mobile robots, today’s systems require precise motion control, real-time feedback, and reliable sensing to operate safely and effectively.
Table of Contents
Why Zero-Latency Control Matters
Modern robots must react instantly to changing conditions. Whether responding to external forces, compensating for sudden acceleration, or enabling precise force feedback, accurate position data is essential.
To achieve smooth, human-like motion, developers are looking beyond traditional sensing approaches and prioritizing technologies that deliver real-time control without compromising reliability or scalability.
The result is a new focus on sensing architectures that support both high performance and efficient design implementation.
Looking to learn how leading robotics designers are approaching next-generation motion control and sensing?
Access our exclusive guide, The First-Time-Right Revolution: Engineering the Next Generation of Sensor-Driven Robotics, to explore the technologies helping accelerate robotics innovation.
A Smarter Approach to Robotics Design
For years, many robotics projects relied on over-engineered prototypes that required significant cost optimization before reaching production.
Today, engineers are adopting a more efficient strategy: selecting the right sensing technology from the beginning. This first-time-right approach helps reduce redesign cycles, simplify development, and accelerate time to market.
As robotics applications continue to diversify, flexible sensing solutions are becoming increasingly important for supporting a wide range of joint sizes, motor configurations, and performance requirements.
Supporting the Next Generation of Intelligent Motors
The same trends influencing robotic joints are also transforming motor design.
Modern motors are becoming intelligent, data-driven components that contribute to predictive maintenance, digital twin synchronization, and advanced automation strategies. Achieving these capabilities requires accurate, real-time sensing that can adapt to different motor geometries and operating conditions.
As Industry 5.0 applications expand, the ability to combine precision, reliability, and design flexibility will become an increasingly important competitive advantage.
Build for the Future of Automation
The future of robotics depends on technologies that enable responsive motion control, streamlined development, and scalable designs.
Understanding how magnetic and inductive sensing solutions fit into modern robotics architectures can help engineering teams make more informed design decisions while reducing complexity throughout the development process.
Inside the Guide
- The role of zero-latency sensing in robotics
- Key considerations for humanoids and industrial cobots
- Emerging trends in compact and ultra-thin joint design
- Motion control requirements for intelligent motors
- The benefits of magnetic and inductive encoder technologies
- Strategies for reducing redesign cycles and accelerating development
Featured Melexis Technologies
The Melexis sensing portfolio highlighted in this guide includes:
- MLX90520 – Inductive encoder with up to 22-bit resolution for demanding robotics applications.
- MLX90514 – Inductive encoder delivering an optimal balance of performance and cost.
- MLX90382 – Magnetic encoder featuring zero-latency tracking and advanced self-calibration.
- MLX90384 – Compact magnetic encoder for space-constrained robotic designs.
