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K-means Clustering based Multi-Dimensional Quantization Scheme for Digital Mobile Fronthaul

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Citation

L. Zhang, X. Pang, O. Ozolins, A. Udalcovs, S. Popov, S. Xiao, and J. Chen, "K-means Clustering based Multi-Dimensional Quantization Scheme for Digital Mobile Fronthaul," in Optical Fiber Communication Conference, OSA Technical Digest (online) (Optica Publishing Group, 2018), paper Th2A.51.
https://opg.optica.org/abstract.cfm?URI=OFC-2018-Th2A.51

Abstract

We propose to group highly-correlated neighboring samples into multi-dimensional vectors and adopt k-means clustering for quantization in mobile fronthaul. 30-Gbit/s transmissions have been experimentally demonstrated for up to 40 100MHz LTE channels over 20km fiber.

© 2018 The Author(s)

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