Beyond Codebook-Based Analog Beamforming at mmWave: Compressed Sensing and Machine Learning Methods

Author:

Pezeshki Hamed1,Massoli Fabio Valerio2,Behboodi Arash2,Yoo Taesang1,Kannan Arumugam1,Boroujeni Mahmoud Taherzadeh1,Li Qiaoyu3,Luo Tao1,Soriaga Joseph B.1

Affiliation:

1. Qualcomm Technologies, Inc.

2. Qualcomm Technologies Netherlands B.V.

3. Qualcomm Wireless Communication Technologies

Publisher

IEEE

Reference20 articles.

1. Hyperparameter tuning is all you need for lista;chen;Advances in neural information processing systems,2021

2. ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA;liu;International Conference on Learning Representations,2019

3. Ada-LISTA: Learned Solvers Adaptive to Varying Models

4. Study on channel model for frequencies from 0.5 to 100 ghz (version 16.1.0);3GPP Tech Rep TR 38 901,2020

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