TY - JOUR
T1 - Power-Efficient Beam Tracking during Connected Mode DRX in mmWave and Sub-THz Systems
AU - Shah, Syed Hashim Ali
AU - Aditya, Sundar
AU - Rangan, Sundeep
N1 - Funding Information:
Manuscript received June 30, 2020; revised November 22, 2020 and February 13, 2021; accepted March 1, 2021. Date of publication April 8, 2021; date of current version May 18, 2021. This work was supported in part by the National Science Foundation under Grant 1302336, Grant 1564142, and Grant 1547332; in part by National Institute of Standards and Technology (NIST); in part by Semiconductor Research Corporation (SRC); and in part by the industrial affiliates of NYU WIRELESS. The work of Sundar Aditya was supported by the Center for Advanced Technology in Telecommunications (CATT), New York University. This article was presented at the 2019 International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France. (Corresponding author: Syed Hashim Ali Shah.) Syed Hashim Ali Shah and Sundeep Rangan are with the NYU WIRELESS, Tandon School of Engineering, New York University, Brooklyn, NY 11201 USA (e-mail: s.hashim@nyu.edu; srangan@nyu.edu).
Publisher Copyright:
© 1983-2012 IEEE.
PY - 2021/6
Y1 - 2021/6
N2 - 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%.
AB - 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%.
KW - 5G
KW - 6G
KW - Discontinuous reception (DRX)
KW - millimeter wave (mmWave) communications
KW - multiple-play multi-armed bandits (MP-MAB)
KW - power-efficient beam tracking
KW - sub-terahertz (THz) communications
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U2 - 10.1109/JSAC.2021.3071791
DO - 10.1109/JSAC.2021.3071791
M3 - Article
AN - SCOPUS:85104202458
SN - 0733-8716
VL - 39
SP - 1711
EP - 1724
JO - IEEE Journal on Selected Areas in Communications
JF - IEEE Journal on Selected Areas in Communications
IS - 6
M1 - 9398853
ER -