Energy Harvesting for Internet of Things with Heterogeneous Users

被引:3
作者
Wang, Desheng [1 ]
Liu, Haizhen [1 ]
Ma, Xiaoqiang [1 ]
Wang, Jun [1 ]
Peng, Yanrong [1 ]
Wu, Yanyan [2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch EIC, Wuhan, Hubei, Peoples R China
[2] South Cent Univ Nationalities, Sch Publ Management, Wuhan, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
WIRELESS POWERED COMMUNICATION; INFORMATION; THROUGHPUT; ALGORITHMS; IOT;
D O I
10.1155/2017/1858532
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study the energy harvesting problem in the Internet of Things with heterogeneous users, where there are three types of single-antenna users: ID users that only receive information, EH users that can only receive energy, and ID/EH users that receive information and energy simultaneously from a multiantenna base station via power splitting. We aim to maximize the minimum signal-to-interference-plus-noise ratio (SINR) of the ID users and ID/EH users by jointly designing the power allocation at the transmitter and the power splitting strategy at the ID/EH receivers under the maximum transmit power and the minimum energy harvesting constraints. Specifically, we first apply the semidefinite relaxation (SDR), zero-forcing (ZF), and maximum ratio transmission (MRT) techniques to solve the nonconvex problems. We then apply the zero-forcing dirty paper coding (ZF-DPC) technique to eliminate the multiuser interference and derive the closed-form optimal solution. Numerical results show that ZF-DPC provides higher achievable minimum SINR than SDR and ZF in most cases.
引用
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页数:15
相关论文
共 33 条
[1]   Second-order cone programming [J].
Alizadeh, F ;
Goldfarb, D .
MATHEMATICAL PROGRAMMING, 2003, 95 (01) :3-51
[2]  
[Anonymous], 2014, Matrix analysis
[3]  
[Anonymous], 2012, CVX: Matlab software for disciplined convex programming
[4]  
Boyd S, 2004, CONVEX OPTIMIZATION
[5]   On the achievable throughput of a multiantenna Gaussian broadcast channel [J].
Caire, G ;
Shamai, S .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (07) :1691-1706
[6]   Multiantenna Wireless Powered Communication With Cochannel Energy and Information Transfer [J].
Che, Yueling ;
Xu, Jie ;
Duan, Lingjie ;
Zhang, Rui .
IEEE COMMUNICATIONS LETTERS, 2015, 19 (12) :2266-2269
[7]   High Performance Adaptive Algorithms for Single-Group Multicast Beamforming [J].
Gopalakrishnan, Balasubramanian ;
Sidiropoulos, Nicholas D. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (16) :4373-4384
[8]   Internet of Things (IoT): A vision, architectural elements, and future directions [J].
Gubbi, Jayavardhana ;
Buyya, Rajkumar ;
Marusic, Slaven ;
Palaniswami, Marimuthu .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2013, 29 (07) :1645-1660
[9]   Complete characterization of the Pareto boundary for the MISO interference channel [J].
Jorswieck, Eduard A. ;
Larsson, Erik G. ;
Danev, Danyo .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (10) :5292-5296
[10]   Throughput Maximization in Wireless Powered Communication Networks [J].
Ju, Hyungsik ;
Zhang, Rui .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2014, 13 (01) :418-428