Usha M

Revolutionizing Embedded Systems with ML-Driven Sensor Fusion at the Edge Embedded systems are undergoing a paradigm shift, moving intelligence closer to the data source through edge computing. Sensor fusion, the process of integrating

Anomaly Detection on Streaming Sensor Data: Navigating the Future of Embedded Intelligence In today's rapidly evolving embedded systems landscape, anomaly detection on streaming sensor data has emerged as a critical innovation

Transforming Maintenance with Embedded AI In the evolving world of embedded systems, the integration of artificial intelligence into predictive maintenance is reshaping how industries minimize downtime and optimize operational efficiency. Embedded AI enables

On-device Data Preprocessing Pipelines: The Next Frontier in Embedded AI In the era of embedded intelligence, the complexity and volume of data generated by IoT devices and sensors demand innovative processing strategies. On-device

Embracing Efficiency in Embedded AI Through Model Pruning and Compression As AI becomes an ever more integral element of embedded systems, the challenge is clear: delivering sophisticated intelligence within the tight constraints of