The explosive growth of Internet of Things (IoT) and connected devices has created an unprecedented

To support the widespread adoption of EV vehicles, significant effort is put into the development

Abstract: In recent years, the automotive industry has undergone a significant transformation, leading to the

Introduction With the global push toward sustainable mobility, the adoption of the EV (electric vehicle)

Automotive cybersecurity related attacks are on the rise. As per the Upstream Auto analysis, there

“Road Vehicles – Functional Safety” is an international standard that is an essential component of automotive engineering. Its purpose is to make sure that cars do not hurt anyone or anything when they are on the road. To guarantee vehicle safety throughout the product’s lifetime, this field is regulated by standards and laws that specify the required procedures and approaches. The ISO 26262 is one of the most essential standards in this context.

Introduction In an increasingly digital world, the personal and professional realms are deeply interconnected with

The evolution of wireless protocols from Wi-Fi 6 to Wi-Fi 6E and now Wi-Fi 7 has brought unprecedented improvements in performance and flexibility—but also introduced increased complexity. New standards enable ultra-fast connectivity, lower latency, and improved multi-user support, while also introducing new testing challenges—particularly in embedded systems where devices must perform reliably in diverse and constrained environments.
At the same time, test teams are required to provide quicker results with less or no manual involvement. Traditional test strategies are the building blocks, but they cannot cope with this pace and scale. There is a need for a revamped end-to-end Wi-Fi testing approach that incorporates automation, real-world scenario modeling, and smart AI/ML-powered analytics.
This insightful blog provides a consolidated perspective of the future and upcoming Wi-Fi testing requirements; an end-to-end testing strategy built into embedded products as well as an integration of Machine Learning (ML) into early performance test workflows. It gives insights into how you can effectively implement these methods with real test setups and practical data examples.

Introduction: The objective of the Structural Coverage Analysis (SCA) is to determine which code structure