18550398. BEAMFORMING FOR MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) MODES IN OPEN RADIO ACCESS NETWORK (O-RAN) SYSTEMS simplified abstract (Intel Corporation)

BEAMFORMING FOR MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) MODES IN OPEN RADIO ACCESS NETWORK (O-RAN) SYSTEMS

Organization Name

Intel Corporation

Inventor(s)

Nicholas Whinnett of Bath and North East Somerset (GB)

Dawei Ying of Hillsboro OR (US)

Bishwarup Mondal of San Ramon CA (US)

Jan Schreck of San Jose CA (US)

Jaemin Han of Portland OR (US)

Leifeng Ruan of Beijing (CN)

Jianli Sun of Beaverton OR (US)

BEAMFORMING FOR MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) MODES IN OPEN RADIO ACCESS NETWORK (O-RAN) SYSTEMS - A simplified explanation of the abstract

This abstract first appeared for US patent application 18550398 titled 'BEAMFORMING FOR MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) MODES IN OPEN RADIO ACCESS NETWORK (O-RAN) SYSTEMS

Simplified Explanation

The abstract describes a patent application related to beamforming in MIMO modes in O-RAN systems. The apparatus includes memory to store beamforming configuration information and processing circuitry to retrieve this information, request measurements, receive measurements, and train an AI/ML model to predict beamforming performance.

• Explanation of the patent/innovation:
• Memory stores beamforming configuration information for multiple MIMO modes
• Processing circuitry retrieves this information and requests measurements for the MIMO modes
• Received measurements are used to train an AI/ML model to predict relative beamforming performance

Potential Applications

This technology could be applied in: - 5G networks - Wireless communication systems - IoT devices

Problems Solved

- Optimizing beamforming performance in MIMO modes - Enhancing network efficiency and reliability - Improving overall communication quality

Benefits

- Increased data transfer speeds - Enhanced network coverage - Better signal quality in challenging environments

Potential Commercial Applications

Optimized Beamforming Prediction Technology for Enhanced Wireless Communication Systems

Possible Prior Art

Prior art related to beamforming in MIMO systems and AI/ML models for network optimization could be relevant to this patent application.

Unanswered Questions

How does this technology compare to existing beamforming solutions in terms of performance and efficiency?

This article does not provide a direct comparison with existing beamforming solutions in terms of performance and efficiency. Further research or testing may be needed to evaluate the technology in relation to current solutions.

What are the potential limitations or challenges in implementing this technology in real-world O-RAN systems?

The article does not address potential limitations or challenges in implementing this technology in real-world O-RAN systems. Factors such as compatibility, scalability, and cost-effectiveness could be important considerations that are not covered in the abstract.

Original Abstract Submitted

Various embodiments herein are directed to beamforming associated with multiple-input multiple-output (MIMO) modes in open radio access network (O-RAN) systems. In one embodiment, an apparatus comprises: memory to store beamforming configuration information associated with a plurality MIMO modes; and processing circuitry, coupled with the memory to: retrieve the beamforming configuration information from the memory; request, based on the beamforming configuration information, measurements associated with the plurality of MIMO modes; receive the measurements associated with the plurality of MIMO modes; and based on the received measurements, train an artificial intelligence/machine learning (AI/ML) model that is to predict relative beamforming performance between the plurality of MIMO modes.