Power Allocation for Full-Duplex Communication Systems Based on Deep Deterministic Policy Gradient

Author(s):  
Jin Qu ◽  
Congliang Zhu ◽  
Shengli Liu ◽  
Guanding Yu ◽  
Rui Yin
2011 ◽  
Vol E94-B (8) ◽  
pp. 2316-2327 ◽  
Author(s):  
Jong-Ho LEE ◽  
Oh-Soon SHIN
Keyword(s):  

Author(s):  
Xiao Chen ◽  
Zaichen Zhang ◽  
Liang Wu ◽  
Jian Dang

Abstract In this journal, we investigate the beam-domain channel estimation and power allocation in hybrid architecture massive multiple-input and multiple-output (MIMO) communication systems. First, we propose a low-complexity channel estimation method, which utilizes the beam steering vectors achieved from the direction-of-arrival (DOA) estimation and beam gains estimated by low-overhead pilots. Based on the estimated beam information, a purely analog precoding strategy is also designed. Then, the optimal power allocation among multiple beams is derived to maximize spectral efficiency. Finally, simulation results show that the proposed schemes can achieve high channel estimation accuracy and spectral efficiency.


2017 ◽  
Vol 65 (14) ◽  
pp. 3846-3861 ◽  
Author(s):  
Lei Chen ◽  
Qiping Zhu ◽  
Weixiao Meng ◽  
Yingbo Hua

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