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Benchmarking through NextG Alliance

In July 2015, NIST kicked off the NextG Channel Model Alliance, a consortium of companies, academia, and government organizations collaborating to allow rapid development of more accurate, consistent, and predictive channel models. Since then, the Alliance has grown to well over 250 members. The focus of the Alliance modeling group has been on a methodology to benchmark algorithms that extract the MPCs from the channel measurements, building on the previous work, i.e. replacing the actual channel sounder with a system model that considers typical hardware non-idealities, such as imperfections in array patterns and frequency response. This year, five worldwide organizations are again participating in the evaluation of the proposed methodology.

 

Alliance
Illustration of the proposed methodology for evaluation of MPC parameter extraction algorithms from “idealized” channel measurements.

 

More details about the Alliance Modeling group work can be found in the references below:

[1] A. Sayeed et al., “A Framework for Developing Algorithms for Estimating Propagation Parameters from Measurements,” IEEE Global Telecommunications Conf., Dec. 2020. https://ieeexplore.ieee.org/document/9367404

[2] C. Gentile et al., “Methodology for Benchmarking Radio-Frequency Channel Sounders through a System Model," IEEE Trans. on Wireless Communications, vol. 19:10, pp. 6504-6519, Oct. 2020. https://ieeexplore.ieee.org/document/9131890

[3] D.G. Michelson et al., “System Distortion Model for the Cross-Validation of Millimeter-Wave Channel Sounders,” IEEE European Conf. on Antennas and Propagation, pp. 1-5, April 2019. https://ieeexplore.ieee.org/document/8739821

Contacts

Radio Access and Propagation Metrology Group

Created September 28, 2021, Updated September 30, 2021