Machine Learning Embedded Processing
Silicon Labs
Bluetooth Channel Sounding Demo
Shipping/Box Drop/Logistics AI/ML demo
Magic Wand AI/ML – using Bluetooth
Bluetooth Channel Sounding Demo
Channel Sounding, previously referred to as High Accuracy Distance Measurement (HADM), uses Phase-Based Ranging (PBR), Round Trip Time (RTT), or both to accurately measure the distance between two Bluetooth Low Energy connected devices.
- It enables connection-oriented 2-way ranging.
- Supports up to four antenna paths between devices – minimizes multipath effects and enhances accuracy.
- Offers enhanced built-in security features to mitigate the risks of man-in-the-middle or relay attacks.
AI Parcel Tracking xG24 Demo
This tracking solution is a collaboration between Silicon Labs and NeutonAI. Designed to identify seven unique events during the package delivery process, this revolutionary solution combines #siliconlabs ‘ EFR32MG24 Wireless SoC with Neuton.AI ‘s compact neural networks. With a footprint of under 3 kilobytes and an inference time of less than 1 millisecond, this integration provides a comprehensive business solution.
The 7 states of parcel delivery:
- Parcel IDLE (no movements) / IDLE in wrong orientation
- Parcel Shaking
- Parcel Shocked (Damaged)
- Parcel Free Fall (Works if the parcel was dropped from a height of about 1 meter)
- Parcel Transported by Courier / Transported by Courier in wrong orientation
- Parcel Transported by Car / Transported by Car in wrong orientation
- Unknown state
Magic Wand AI/ML – using Bluetooth
This Magic Wand detects gestures drawn in the air, using AI/ML, to control a light over Bluetooth.