Collaboration between UMA and Keysight: They’ve created an AI/ML model to transform wireless communication for 6G technology.
Focus on Channel State Information (CSI): Enhancing CSI accuracy is pivotal for reliable, high-speed, multi-antenna communications.
AI/ML Model Development: A digital twin platform was designed to mimic real-world wireless system performance.
Industry-Wide Adoption: An interface layer connects Keysight’s SystemVue with various AI/ML algorithms, facilitating industry-wide usage.
Global Standards Initiative: Aimed at establishing universal AI-enhanced CSI feedback standards for 6G systems.
The University of Malaga (UMA) and Keysight have joined forces to develop an AI/ML model targeting the revolution of wireless communication in the impending 6G era. This innovation is set to enhance wireless performance significantly.
The focus is on improving the computation and resources involved in calculating and reporting CSI. Traditionally a bottleneck, the integration of AI and ML technologies in this area is a major advancement.
A crucial development is the creation of an interface layer that integrates Keysight’s SystemVue with any AI/ML algorithm. This allows for flexible deployment of various AI/ML algorithms, enhancing wireless systems uniquely to meet diverse requirements.
Keysight and UMA are presenting their findings to the 3GPP RAN-1 standards body, seeking to establish global standards for AI-enhanced CSI feedback in 6G systems. This move underlines their commitment to making this innovation a universally implemented solution in telecommunications.
