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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Edison Thomaz

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Book Open access Oct 2026

Comparing Three On-Device Classifier Deployments for Ring Microgesture Recognition

Smart rings are becoming a common wearable platform, making low-power on-device gesture recognition increasingly important. Recognizers based on inertial measurement units (IMUs) can place classification inside the sensor or on the microcontroller, but their system-level trade-offs remain unclear. We compare three on-d...

Yu-Xin Du, Edison Thomaz · 0 citations
Book Open access Oct 2026

Exploring Privacy Risks of Inertial Sensing on Wearable Rings: A Feasibility Study on Keystroke Classification

The smart ring form factor is gaining popularity in wearable computing, as it offers a unique balance of stable, continuous signal acquisition and minimal obstruction to daily activities. Recent research has demonstrated that ring-worn Inertial Measurement Units (IMUs) are able to capture nuanced motor patterns, rangin...

Cody J. Arvonen, Nastasia Maldei-Stumm, Agniv Chatterjee et al. · 0 citations

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