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C h a p t e r 2 | A u t o n o my T h r o u g h Pe r c e p t i o n a n d E n v i r o n m e n t a l A w a r e n e s s data in real time. Interconnect solutions must support the high data throughput required for vision-based systems and radar processing applications. Additionally, managing latency is important, as delays in data transmission can hinder the robot's ability to make timely decisions, compromising both safety and efficiency. Power management also remains a challenge, especially as robots become more compact and mobile. High- performance sensors and AI processors demand significant power, which can strain a robot's battery life. Balancing power requirements without sacrificing performance is necessary in designing autonomous systems that can operate continuously in demanding environments. Analog Devices supports the integration of sensors into industrial applications by • Providing high-performance 3D ToF sensors that deliver accurate depth perception • Offering radar solutions with long-range capabilities to enhance environmental awareness in both indoor and outdoor industrial settings • Developing sensor fusion platforms that combine data from multiple sensor types to create a cohesive, comprehensive view of the robot's surroundings Samtec supports the integration of sensors into industrial applications by • Providing high-performance interconnect solutions that enable reliable data transmission from various sensors to central processing units • Delivering low-latency, high-speed solutions such as single-pair Ethernet for fast, accurate sensor communication across distributed systems • Supplying optical interconnect options, like the FireFly optical transceiver, to handle high data rates for vision-based and multisensor applications Sensor fusion allows robots to accurately track moving objects and people, maintain safe distances, and adapt their behavior to dynamic workplace conditions." Bhargav Bompalli Computer Vision Engineer, Blue Sky Robotics 15 9 Experts Discuss Robotics, AI, and ML in Industrial Applications