Lattice and TI simplify sensor fusion for edge AI

Key Takeaways

• Lattice Semiconductor and Texas Instruments (TI) collaborate to simplify sensor integration for edge AI systems
• The combination of TI's sensing technologies and Lattice's Holoscan Sensor Bridge solution enables synchronized, low-latency sensor data pipelines
• The solution utilizes Lattice's low-power FPGA technology and NVIDIA Holoscan Sensor Bridge running on the FPGA
• The ecosystem provides developers with a flexible hardware foundation for building scalable, production-ready edge AI systems

Introduction to Sensor Fusion for Edge AI

Sensor fusion is a critical component of edge AI systems, enabling the integration of data from multiple sensors to improve the accuracy and reliability of AI decision-making. Lattice Semiconductor and Texas Instruments (TI) have announced a collaboration to simplify sensor integration and scale real-time edge AI systems. The partnership combines TI's sensing technologies with Lattice's Holoscan Sensor Bridge solution, based on low-power FPGA technology.

Technical Details of the Collaboration

The collaboration demonstrates a real-time AI sensor fusion architecture that integrates TI mmWave radar and camera sensors using NVIDIA Holoscan Sensor Bridge running on Lattice's low-power FPGA. The FPGA acts as a companion chip, delivering synchronized sensor data directly into GPU-accessible memory to enable low latency and robust perception for robotics and industrial edge AI applications. Key specs of the solution include:

• Low-power FPGA technology
• Support for TI mmWave radar and camera sensors
• NVIDIA Holoscan Sensor Bridge running on the FPGA
• Synchronized sensor data delivery to GPU-accessible memory

Comparison of Sensor Fusion Solutions

The following table compares the Lattice and TI solution with other sensor fusion solutions:

Benefits of the Lattice and TI Collaboration

The collaboration between Lattice and TI provides developers with a flexible hardware foundation for building scalable, production-ready edge AI systems. The ecosystem of Lattice Holoscan solutions is growing through collaboration with industry-leading sensor, compute, and software partners, enabling:

• Deterministic data movement
• Low latency performance
• Flexible sensor connectivity
• Low power operation

Bottom Line

The collaboration between Lattice Semiconductor and Texas Instruments simplifies sensor integration and scales real-time edge AI systems, providing developers with a flexible hardware foundation for building scalable, production-ready edge AI systems. With its low-power FPGA technology and support for TI mmWave radar and camera sensors, the Lattice Holoscan Sensor Bridge solution enables low latency and robust perception for robotics and industrial edge AI applications. As the ecosystem of Lattice Holoscan solutions continues to grow, developers can expect to see increased adoption of edge AI systems in various industries.