Explore the latest trends in PCB design and manufacturing
Explore the latest trends in PCB design and manufacturing
A conventional USB or IP camera primarily captures images and transfers them to a host or server. An Edge AI camera must also perform image preprocessing, AI inference, event decisions, and communications locally. Once computation moves into the camera, PCB design involves much more than integrating an image sensor and a network interface. A single Edge AI camera board may combine a CMOS image sensor, SoC or NPU, DDR memory, storage, Ethernet, PoE power, USB, wireless connectivity, audio, and motor control. When these functions are compressed into a small enclosure, signal integrity, power integrity, thermal management, EMI, and manufacturing risk become closely interconnected.