Search Results for author: Le He

Found 2 papers, 0 papers with code

Learning based signal detection for MIMO systems with unknown noise statistics

no code implementations21 Jan 2021 Ke He, Le He, Lisheng Fan, Yansha Deng, George K. Karagiannidis, Arumugam Nallanathan

Existing detection methods have mainly focused on specific noise models, which are not robust enough with unknown noise statistics.

Towards Optimally Efficient Search with Deep Learning for Large-Scale MIMO Systems

no code implementations7 Jan 2021 Le He, Ke He, Lisheng Fan, Xianfu Lei, Arumugam Nallanathan, George K. Karagiannidis

This indicates that the proposed algorithm reaches almost the optimal efficiency in practical scenarios, and thereby it is applicable for large-scale systems.

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