Power-Efficient Passive Beamforming and Resource Allocation for IRS-Aided WPCNs

被引:34
作者
Hua, Meng [1 ]
Wu, Qingqing [1 ]
Poor, H. Vincent [2 ]
机构
[1] Univ Macau, State Key Lab Internet Things Smart City, Macau, Peoples R China
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
关键词
Array signal processing; Receivers; Radio frequency; Optimization; Complexity theory; Wireless communication; Energy consumption; Intelligent reflecting surface (IRS); WPCN; dynamic versus static IRS beamforming; power-splitting EH receiver architecture; phase shift optimization; SIMULTANEOUS WIRELESS INFORMATION; THROUGHPUT MAXIMIZATION; INTELLIGENT; COMMUNICATION; ROBUST; NOMA; NETWORKS; SYSTEMS;
D O I
10.1109/TCOMM.2022.3161688
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
This paper studies an intelligent reflecting surface (IRS)-assisted wireless-powered communication network (WPCN), where a hybrid access point (HAP) broadcasts energy signals to multiple devices for their energy harvesting in the downlink (DL) and then the devices use the harvested energy to transmit information signals to the HAP in the uplink (UL) with the help of an IRS. In particular, we propose three types of IRS beamforming configurations, namely fully dynamic IRS beamforming (FDBF), partially dynamic IRS beamforming (PDBF), and static IRS beamforming (SBF), to strike a balance between the system performance and signaling overhead as well as implementation complexity. Moreover, we adopt a practical non-linear energy harvesting (EH) model, and leverage a power-splitting (PS) EH receiver architecture with multiple rectifiers to avoid the input radio frequency power to get stuck into the saturation regime. We aim to minimize the transmit energy consumption at the HAP by jointly optimizing the DL/UL time allocation, the HAP/devices transmit power, the PS factor, and IRS phase shifts, subject to a set of minimum throughput requirements for individual devices. To address the resulting non-convex optimization problems, a successive convex approximation (SCA) based alternating optimization algorithm is proposed. Moreover, we study the case with the ideal linear EH model and two algorithms, namely SCA-based algorithm and semidefinite relaxation (SDR) algorithm, are proposed. Simulation results demonstrate the effectiveness of our proposed designs over various benchmark schemes and also unveil the importance of the joint design of IRS beamforming and PS rectifiers for achieving energy efficient WPCNs in practice.
引用
收藏
页码:3250 / 3265
页数:16
相关论文
共 47 条
[1]   A Fully Integrated Reconfigurable Self-Startup RF Energy-Harvesting System With Storage Capability [J].
Abouzied, Mohamed A. ;
Ravichandran, Krishnan ;
Sanchez-Sinencio, Edgar .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2017, 52 (03) :704-719
[2]   WIRELESS POWERED COMMUNICATION NETWORKS: AN OVERVIEW [J].
Bi, Suzhi ;
Zeng, Yong ;
Zhang, Rui .
IEEE WIRELESS COMMUNICATIONS, 2016, 23 (02) :10-18
[3]   Practical Non-Linear Energy Harvesting Model and Resource Allocation for SWIPT Systems [J].
Boshkovska, Elena ;
Ng, Derrick Wing Kwan ;
Zlatanov, Nikola ;
Schober, Robert .
IEEE COMMUNICATIONS LETTERS, 2015, 19 (12) :2082-2085
[4]  
Boyd S., 2004, CONVEX OPTIMIZATION
[5]  
Chen G., 2021, ARXIV210806120
[6]  
Chu Z., 2021, ARXIV210414000
[7]   Fundamentals of Wireless Information and Power Transfer: From RF Energy Harvester Models to Signal and System Designs [J].
Clerckx, Bruno ;
Zhang, Rui ;
Schober, Robert ;
Ng, Derrick Wing Kwan ;
Kim, Dong In ;
Poor, H. Vincent .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 37 (01) :4-33
[8]   Smart radio environments empowered by reconfigurable AI meta-surfaces: an idea whose time has come [J].
Di Renzo, Marco ;
Debbah, Merouane ;
Dinh-Thuy Phan-Huy ;
Zappone, Alessio ;
Alouini, Mohamed-Slim ;
Yuen, Chau ;
Sciancalepore, Vincenzo ;
Alexandropoulos, George C. ;
Hoydis, Jakob ;
Gacanin, Haris ;
de Rosny, Julien ;
Bounceur, Ahcene ;
Lerosey, Geoffroy ;
Fink, Mathias .
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 2019 (1)
[9]  
Gondzio J., 1996, ADV LINEAR INTEGER P, V4, P103
[10]   Throughput Maximization for Intelligent Reflecting Surface Aided MIMO WPCNs With Different DL/UL Reflection Patterns [J].
Gong, Shiqi ;
Xing, Chengwen ;
Wang, Shuai ;
Zhao, Lian ;
An, Jianping .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 :2706-2724