AI smart sensors
Very-low-power smart sensors with optimized embedded artificial intelligence and efficient hardware
CEA-Leti's AI algorithms can add smart capabilities to sensors in a wide range of products. With expertise spanning the sensor value chain from hardware to algorithms, CEA-Leti can develop complete solutions or bring additional features to existing sensor-based products in very constrained hardware environments.
CEA-Leti can determine the optimal specifications for a given use case, develop the hardware—clusters of sensors—needed to capture data, build an initial database, run data acquisition and testing campaigns, and optimize the AI algorithms for the target hardware before transferring the technology for integration into a product.
What it can do
AI algorithms optimized for implementation in low-resource environments like IoT devices can bring smart features to a wide range of markets that require very-low-power sensing and detection solutions:
- Independent living solutions like in-home fall detection and monitoring.
- Monitoring of isolated workers or workers in at-risk situations.
- Predictive maintenance.
- Monitoring of sensitive parcels during shipping.
- Gesture recognition.
- Environmental monitoring.
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What makes it unique
CEA-Leti's smart systems including AI algorithms and sensors are optimized for implementation in IoT devices:
- Frugal in terms of hardware resource requirements.
- Low-power, making them ideal for self-powering or battery-powered devices.
- Associated software with machine learning capabilities for continued improvement of the AI based on real-world data.
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Working with CEA-Leti
CEA-Leti developed an AI algorithm for partner Solem’s fall-detection wearable, which previously relied on the wearer to activate an alert by pressing a button. The algorithm was optimized for Solem’s hardware and is now available in the latest version of Solem’s fall detection system. Solem can also use the associated software developed by CEA-Leti to train its device on new data, making it even smarter.
Companies of all types and sizes can work with CEA-Leti to develop optimized AI-based sensing solutions for their products.