Throughput maximization for wireless powered non-orthogonal multiple access networks with multiple antennas

The non-orthogonal multiple access (NOMA) technique can provide higher spectral efficiency and massive connectivities to wireless networks. The wireless power transfer (WPT) technique is a controllable and promising way to solve the energy scarcity problem of wireless devices. In this paper, we introduce the NOMA and WPT techniques into a multi-user wireless network, where multiple users need to transmit their information to an information receiver within a very limited spectrum and they suffer from the energy scarcity problem. We consider a harvest-then-transmit protocol by dividing each transmission block into two time-slots. In the first time-slot, a power station sends dedicated energy to the users via wireless energy beamforming. In the second time-slot, using their harvested energy in the previous time-slot, the users transmit their information to the information receiver in the NOMA manner. In this network, the throughput can be optimized by jointly optimizing the energy beamforming at the power station, the transmit powers of the users, as well as the time allocation between the two time-slots. We propose an algorithm to find the optimal solution of the throughput maximizing joint energy beamforming and resource allocation problem. Simulation results show that the proposed algorithm achieves higher throughput than the benchmark scheme.

[1]  Purushottam Kulkarni,et al.  Energy Harvesting Sensor Nodes: Survey and Implications , 2011, IEEE Communications Surveys & Tutorials.

[2]  Jun Li,et al.  User-Centric Energy Efficiency Maximization for Wireless Powered Communications , 2016, IEEE Transactions on Wireless Communications.

[3]  Zhi-Quan Luo,et al.  Semidefinite Relaxation of Quadratic Optimization Problems , 2010, IEEE Signal Processing Magazine.

[4]  Rui Zhang,et al.  Optimized Training Design for Wireless Energy Transfer , 2014, IEEE Transactions on Communications.

[5]  Qi Zhang,et al.  Signal-to-interference-plus-noise ratio-based multi-relay beamforming for multi-user multiple-input multiple-output cognitive relay networks with interference from primary network , 2015, IET Commun..

[6]  Pingzhi Fan,et al.  On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users , 2014, IEEE Signal Processing Letters.

[7]  George K. Karagiannidis,et al.  Wireless-Powered Communications With Non-Orthogonal Multiple Access , 2015, IEEE Transactions on Wireless Communications.

[8]  Liang Yang,et al.  Signal and artificial noise beamforming for secure simultaneous wireless information and power transfer multiple-input multiple-output relaying systems , 2016, IET Commun..

[9]  Geoffrey Ye Li,et al.  An Overview of Sustainable Green 5G Networks , 2016, IEEE Wireless Communications.

[10]  Muhammad Imran,et al.  Non-Orthogonal Multiple Access (NOMA) for cellular future radio access , 2017 .

[11]  Bruno Clerckx,et al.  Communications and Signals Design for Wireless Power Transmission , 2016, IEEE Transactions on Communications.

[12]  Lav R. Varshney,et al.  Transporting information and energy simultaneously , 2008, 2008 IEEE International Symposium on Information Theory.

[13]  Rui Zhang,et al.  MIMO Broadcasting for Simultaneous Wireless Information and Power Transfer , 2013 .

[14]  Rui Zhang,et al.  Wireless powered communication: opportunities and challenges , 2014, IEEE Communications Magazine.

[15]  Xuan Li,et al.  Joint Beamforming Design and Time Allocation for Wireless Powered Communication Networks , 2014, IEEE Communications Letters.

[16]  Jie Xu,et al.  Energy beamforming with one-bit feedback , 2014, ICASSP.

[17]  Hyungsik Ju,et al.  Throughput Maximization in Wireless Powered Communication Networks , 2013, IEEE Trans. Wirel. Commun..

[18]  Qingqing Wu,et al.  Wireless Powered Cooperative Jamming for Secure OFDM System , 2017, IEEE Transactions on Vehicular Technology.

[19]  Muhammad R. A. Khandaker,et al.  SWIPT in MISO Multicasting Systems , 2014, IEEE Wireless Communications Letters.

[20]  Derrick Wing Kwan Ng,et al.  Energy-Efficient Resource Allocation for Wireless Powered Communication Networks , 2015, IEEE Transactions on Wireless Communications.