For model-based development, I would like to introduce Embedded Target for RH850 Virtual Platform, which facilitates early verification and shortening of development period.
We will introduce a multi-device synchronous debug & trace tool (released in September 2022) that enables synchronized execution, break control, and acquisition of trace information for multiple SoCs and MCUs.
Tomoyoshi Ujii, Sr Staff Project/Program Management Specialist
Software is becoming the new sensor. This shift in thinking opens the door to incorporating more complex, AI-based algorithms, rather than just simple condition thresholds.
Relying only on high-level descriptive statistics rather than time and frequency domains will miss anomalies, fail to detect signatures and sacrifice value that an implementation could potentially deliver.
Real-time streaming data must be carved into smaller windows for consideration by a machine learning model, how that stream is carved up can have an impact on model performance and power consumption.
As sensor and MCU costs decreased, an ever-increasing number of organizations have attempted to exploit this by adding sensor-driven embedded AI to their products.