Search Results for author: Haisheng Tan

Found 4 papers, 0 papers with code

Predictive Resource Allocation in mmWave Systems with Rotation Detection

no code implementations29 Mar 2023 Yifei Sun, Bojie Lv, Rui Wang, Haisheng Tan, Francis C. M. Lau

Millimeter wave (MmWave) has been regarded as a promising technology to support high-capacity communications in 5G era.

Scheduling

An Indoor Environment Sensing and Localization System via mmWave Phased Array

no code implementations7 Jun 2022 Yifei Sun, Jie Li, Tong Zhang, Rui Wang, Xiaohui Peng, Tony Xiao Han, Haisheng Tan

At the end, we show that the reconstructed room layout can be utilized to locate a mobile device according to its AoA spectrum, even with single access point.

Enhance the performance of navigation: A two-stage machine learning approach

no code implementations2 Apr 2020 Yimin Fan, Zhiyuan Wang, Yuanpeng Lin, Haisheng Tan

We model the traffic flow as a time series and apply XGBoost algorithm to get accurate predictions on future traffic conditions(1st stage).

BIG-bench Machine Learning Ensemble Learning +2

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