Millimeter-Wave Full-Duplex UAV Relay: Joint Positioning, Beamforming, and Power Control

被引:136
作者
Zhu, Lipeng [1 ]
Zhang, Jun [2 ]
Xiao, Zhenyu [1 ]
Cao, Xianbin [1 ]
Xia, Xiang-Gen [3 ]
Schober, Robert [4 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
[2] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[3] Univ Delaware, Dept Elect & Comp Engn, Newark, DE 19716 USA
[4] Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun, D-91054 Erlangen, Germany
基金
中国国家自然科学基金;
关键词
Array signal processing; Relays; Millimeter wave communication; Power control; Unmanned aerial vehicles; Antenna arrays; Interference; mmWave communications; UAV communications; full-duplex relay; positioning; beamforming; power control; PERFORMANCE ANALYSIS; DESIGN; 5G; CHALLENGES; ALLOCATION; BACKHAUL; COVERAGE; SYSTEMS;
D O I
10.1109/JSAC.2020.3000879
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
In this paper, a full-duplex unmanned aerial vehicle (FD-UAV) relay is employed to increase the communication capacity of millimeter-wave (mmWave) networks. Large antenna arrays are equipped at the source node (SN), destination node (DN), and FD-UAV relay to overcome the high path loss of mmWave channels and to help mitigate the self-interference at the FD-UAV relay. Specifically, we formulate a problem for maximization of the achievable rate from the SN to the DN, where the UAV position, analog beamforming, and power control are jointly optimized. Since the problem is highly non-convex and involves high-dimensional, highly coupled variable vectors, we first obtain the conditional optimal position of the FD-UAV relay for maximization of an approximate upper bound on the achievable rate in closed form, under the assumption of a line-of-sight (LoS) environment and ideal beamforming. Then, the UAV is deployed to the position which is closest to the conditional optimal position and yields LoS paths for both air-to-ground links. Subsequently, we propose an alternating interference suppression (AIS) algorithm for the joint design of the beamforming vectors and the power control variables. In each iteration, the beamforming vectors are optimized for maximization of the beamforming gains of the target signals and the successive reduction of the interference, where the optimal power control variables are obtained in closed form. Our simulation results confirm the superiority of the proposed positioning, beamforming, and power control method compared to three benchmark schemes. Furthermore, our results show that the proposed solution closely approaches a performance upper bound for mmWave FD-UAV systems.
引用
收藏
页码:2057 / 2073
页数:17
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[1]   Optimal LAP Altitude for Maximum Coverage [J].
Al-Hourani, Akram ;
Kandeepan, Sithamparanathan ;
Lardner, Simon .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (06) :569-572
[2]   3-D Placement of an Unmanned Aerial Vehicle Base Station for Maximum Coverage of Users With Different QoS Requirements [J].
Alzenad, Mohamed ;
El-Keyi, Amr ;
Yanikomeroglu, Halim .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2018, 7 (01) :38-41
[3]  
[Anonymous], 2014, Convex Optimiza- tion
[4]  
Balanis C. A, 2016, John wiley & sons, V4th
[5]   Airborne Communication Networks: A Survey [J].
Cao, Xianbin ;
Yang, Peng ;
Alzenad, Mohamed ;
Xi, Xing ;
Wu, Dapeng ;
Yanikomeroglu, Halim .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (09) :1907-1926
[6]   Energy-Efficient Hybrid Analog and Digital Precoding for MmWave MIMO Systems With Large Antenna Arrays [J].
Gao, Xinyu ;
Dai, Linglong ;
Han, Shuangfeng ;
I, Chih-Lin ;
Heath, Robert W., Jr. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (04) :998-1009
[7]   MMWAVE MASSIVE-MIMO-BASED WIRELESS BACKHAUL FOR THE 5G ULTRA-DENSE NETWORK [J].
Gao, Zhen ;
Dai, Linglong ;
Mi, De ;
Wang, Zhaocheng ;
Imran, Muhammad Ali ;
Shakir, Muhammad Zeeshan .
IEEE WIRELESS COMMUNICATIONS, 2015, 22 (05) :13-21
[8]   Flexible and Reliable UAV-Assisted Backhaul Operation in 5G mmWave Cellular Networks [J].
Gapeyenko, Margarita ;
Petrov, Vitaly ;
Moltchanov, Dmitri ;
Andreev, Sergey ;
Himayat, Nageen ;
Koucheryavy, Yevgeni .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (11) :2486-2496
[9]   Constant Envelope Hybrid Precoding for Directional Millimeter-Wave Communications [J].
Huang, Yongming ;
Zhang, Jianjun ;
Xiao, Ming .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (04) :845-859
[10]   UAV Communications for 5G and Beyond: Recent Advances and Future Trends [J].
Li, Bin ;
Fei, Zesong ;
Zhang, Yan .
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (02) :2241-2263