Beamforming Weight Compression for Fronthaul Bandwidth Reduction
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Solution Overview
Problem
The bandwidth consumption associated with beamforming operations in fronthaul networks is excessive, particularly in wireless communication systems like 5G NR, due to the transmission of beamforming weights, which can strain the available bandwidth and affect network efficiency.
Innovation Solution
Implementing multi-dimensional, multi-domain compression techniques on beamforming coefficients, including inverse fast Fourier transform processing, to reduce the data volume of beamforming weights transmitted over fronthaul links, and selectively transmitting only active coefficients above a predetermined threshold.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If beamforming weights are transmitted over fronthaul links, then beamforming operations can be performed, but bandwidth consumption becomes excessive
Solution Approach 1:
The patent extracts only the essential information from beamforming weights by identifying and transmitting only active coefficients above a predetermined threshold, while discarding inactive coefficients. This extraction approach significantly reduces the data volume transmitted over fronthaul links while maintaining the functionality required for beamforming operations.
Solution Approach 2:
The patent applies parameter changes by transforming beamforming weights through multi-dimensional compression techniques including inverse fast Fourier transform processing. This transformation converts the data into a compressed representation that requires significantly less bandwidth while preserving the essential beamforming characteristics.
2Adaptability or versatility
If all beamforming coefficients are transmitted, then complete beamforming functionality is maintained, but network efficiency decreases due to unnecessary data transmission
Solution Approach 1:
The patent extracts only the essential information from beamforming weights by identifying and transmitting only active coefficients above a predetermined threshold, while discarding inactive coefficients. This extraction approach significantly reduces the data volume transmitted over fronthaul links while maintaining the functionality required for beamforming operations.
Solution Approach 2:
The patent applies partial action by transmitting only the necessary portion of beamforming coefficients (those above the threshold) rather than all coefficients. This partial transmission approach maintains sufficient beamforming functionality while eliminating unnecessary data transmission that would reduce network efficiency.
Data Source
AI summary
A method, a system, and a computer program for performing beam space compression. At least one signal is received at a first communication device. The first communication device is communicatively coupled to a second communication device using at least one communication interface. One or more beamforming coefficients are generated for transmission of the received at least one signal to the second communication device using one or more first antenna ports of the first communication device. One or more multi-dimensional, multi-domain compression is applied to the generated one or more beamforming coefficients. The received signal is transmitted using one or more first antenna ports associated with the one or more compressed beamforming coefficients to the second communication device.


