Power-Efficient Beam Tracking During Connected Mode DRX in mmWave and Sub-THz Systems

被引:17
作者
Shah, Syed Hashim Ali [1 ]
Aditya, Sundar [2 ]
Rangan, Sundeep [1 ]
机构
[1] NYU, Tandon Sch Engn, NYU WIRELESS, Brooklyn, NY 11201 USA
[2] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
基金
美国国家科学基金会;
关键词
Power demand; Array signal processing; Amplitude modulation; Throughput; 5G mobile communication; 3GPP; Wireless communication; Discontinuous reception (DRX); multiple-play multi-armed bandits (MP-MAB); power-efficient beam tracking; sub-terahertz (THz) communications; millimeter wave (mmWave) communications; 5G; 6G; CARRIER AGGREGATION; BLOCKAGE; 5G; COMMUNICATION; TUTORIAL;
D O I
10.1109/JSAC.2021.3071791
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Discontinuous reception (DRX), wherein a user equipment (UE) temporarily disables its receiver, is a critical power saving feature in modern cellular systems. DRX is likely to be aggressively used at mmWave and sub-THz frequencies due to the high front-end power consumption. A key challenge for DRX at these frequencies is blockage-induced link outages: a UE will likely need to track many directional links to ensure reliable multi-connectivity, thereby increasing the power consumption. In this paper, we explore bandit algorithms for link tracking in connected mode DRX that reduce power consumption by tracking only a fraction of the available links, but without adversely affecting the outage and throughput performance. Through detailed, system level simulations at 28 GHz (5G) and 140 GHz (6G), we observe that even sub-optimal link tracking policies can achieve considerable power savings with relatively little degradation in outage and throughput performance, especially with digital beamforming at the UE. In particular, we show that it is feasible to reduce power consumption by 75% and still achieve up to 95% (80%) of the maximum throughput using digital beamforming at 28 GHz (140 GHz), subject to an outage probability of at most 1%.
引用
收藏
页码:1711 / 1724
页数:14
相关论文
共 51 条
[1]   Directional-DRX for 5G wireless communications [J].
Agiwal, M. ;
Maheshwari, M. K. ;
Saxena, N. ;
Roy, A. .
ELECTRONICS LETTERS, 2016, 52 (21) :1816-U80
[2]  
Akdeniz MR, 2013, IEEE GLOBE WORK, P105, DOI 10.1109/GLOCOMW.2013.6824970
[3]   Millimeter Wave Channel Modeling and Cellular Capacity Evaluation [J].
Akdeniz, Mustafa Riza ;
Liu, Yuanpeng ;
Samimi, Mathew K. ;
Sun, Shu ;
Rangan, Sundeep ;
Rappaport, Theodore S. ;
Erkip, Elza .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1164-1179
[4]   Terahertz band: Next frontier for wireless communications [J].
Akyildiz, Ian F. ;
Jornet, Josep Miquel ;
Han, Chong .
PHYSICAL COMMUNICATION, 2014, 12 :16-32
[5]  
Alkhateeb A, 2015, INT CONF ACOUST SPEE, P2909, DOI 10.1109/ICASSP.2015.7178503
[6]  
[Anonymous], 2020, document TS 38.300
[7]  
[Anonymous], 2018, 38901 3GPP TR
[8]  
[Anonymous], 2016, 36331 TS
[9]  
[Anonymous], 2018, 22261 TS 3GPP
[10]  
[Anonymous], 2017, 2017 16 ANN MEDITERR