Air-to-Ground Wireless Links for High-Speed UAVs

As unmanned aerial vehicles (UAVs) are becoming more popular and the demand for wireless links for UAVs is increasing, it is crucial to develop air-to-ground (A2G) wireless links for high-speed UAVs. Suffering from the high mobility and limitation of transmission power of UAVs, A2G wireless links become unstable to provide high quality communication services. In this paper, we design robust A2G wireless links for high speed UAVs, where conjunct power control is developed together with switched beamforming to maximize the power efficiency and minimize the fluctuation of A2G wireless links of millimeter wave (mmWave) signal transmission. We first present channel models for A2G wireless links of high-speed UAVs, which can be virtually seen as multiple-input multiple-output (MIMO) channels. To maximize the power efficiency, a conjunct power control problem is formulated to allocate powers for wireless links between antenna arrays on UAVs and access points (APs). For switched beamforming, beamformers are designed to provide a certain time-invariant signal-to-interference-plus-noise ratio (SINR) to minimize the SINR fluctuation of A2G wireless links. From theoretical analysis and numerical results, it is shown that the proposed architecture is able to provide robust and high quality A2G wireless links for high-speed UAV communication systems.

[1]  Jinho Choi,et al.  Low-Complexity Multiuser Detection in Millimeter-Wave Systems Based on Opportunistic Hybrid Beamforming , 2018, IEEE Transactions on Vehicular Technology.

[2]  Andreas F. Molisch,et al.  High-Speed Railway Communications: From GSM-R to LTE-R , 2016, IEEE Vehicular Technology Magazine.

[3]  Miao Pan,et al.  IoT Enabled UAV: Network Architecture and Routing Algorithm , 2019, IEEE Internet of Things Journal.

[4]  S. Schelkunoff A mathematical theory of linear arrays , 1943 .

[5]  Pedro Velez-Belchi Interaction channel for satellite distribution systems , 2000 .

[6]  Francesco Flammini,et al.  Railway infrastructure monitoring by drones , 2016, 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC).

[7]  Bo Ai,et al.  Mobility Model-Based Non-Stationary Mobile-to-Mobile Channel Modeling , 2018, IEEE Transactions on Wireless Communications.

[8]  Sergey Andreev,et al.  Flexible and Reliable UAV-Assisted Backhaul Operation in 5G mmWave Cellular Networks , 2018, IEEE Journal on Selected Areas in Communications.

[9]  Larry J. Greenstein,et al.  Ricean $K$-Factors in Narrow-Band Fixed Wireless Channels: Theory, Experiments, and Statistical Models , 2009, IEEE Transactions on Vehicular Technology.

[10]  Bo Ai,et al.  Geometrical-Based Modeling for Millimeter-Wave MIMO Mobile-to-Mobile Channels , 2018, IEEE Transactions on Vehicular Technology.

[11]  Theodore S. Rappaport,et al.  Wireless Communications: Principles and Practice (2nd Edition) by , 2012 .

[12]  Lin Bai,et al.  Unmanned Aerial Vehicle Base Station (UAV-BS) Deployment With Millimeter-Wave Beamforming , 2020, IEEE Internet of Things Journal.

[13]  Rui Zhang,et al.  Wireless communications with unmanned aerial vehicles: opportunities and challenges , 2016, IEEE Communications Magazine.

[14]  Jinho Choi,et al.  Low Complexity MIMO Detection , 2012 .

[15]  Jinho Choi,et al.  Cooperative Multiuser Beamforming in mmWave Distributed Antenna Systems , 2018, IEEE Transactions on Vehicular Technology.

[16]  Sassan Ahmadi,et al.  An overview of next-generation mobile WiMAX technology , 2009, IEEE Communications Magazine.

[17]  Abdol Hamid Aghvami,et al.  Mobile terminal grouping module , 2006 .

[18]  N. Samama Global Positioning: Technologies and Performance , 2008 .

[19]  Wei Zhang,et al.  Multi-Satellite Relay Transmission in 5G: Concepts, Techniques, and Challenges , 2018, IEEE Network.

[20]  Rui Han,et al.  Blockchain-Based GNSS Spoofing Detection for Multiple UAV Systems , 2019, J. Commun. Inf. Networks.

[21]  Navrati Saxena,et al.  Next Generation 5G Wireless Networks: A Comprehensive Survey , 2016, IEEE Communications Surveys & Tutorials.

[22]  G. Acar,et al.  The Enhancement of DVB-S2 & DVB-RCS by Adding Additional Mobile User Capability , 2006 .

[23]  Kyungwhoon Cheun,et al.  Millimeter-wave beamforming as an enabling technology for 5G cellular communications: theoretical feasibility and prototype results , 2014, IEEE Communications Magazine.

[24]  Yan Wang,et al.  A Wideband Quad-Antenna System for Mobile Terminals , 2014, IEEE Antennas and Wireless Propagation Letters.

[25]  Zhenyu Zhou,et al.  Energy-Efficient Industrial Internet of UAVs for Power Line Inspection in Smart Grid , 2018, IEEE Transactions on Industrial Informatics.

[26]  Haihong Yu,et al.  Study on Improving GPS Measurement Accuracy , 2005, 2005 IEEE Instrumentationand Measurement Technology Conference Proceedings.

[27]  Xiang Cheng,et al.  UAV Communication Channel Measurement, Modeling, and Application , 2019, J. Commun. Inf. Networks.

[28]  Bo Ai,et al.  Trajectory-Joint Clustering Algorithm for Time-Varying Channel Modeling , 2020, IEEE Transactions on Vehicular Technology.

[29]  Mate Boban,et al.  Propagation Channels of 5G Millimeter-Wave Vehicle-to-Vehicle Communications: Recent Advances and Future Challenges , 2020, IEEE Vehicular Technology Magazine.

[30]  V. Zaharov Smart antenna beamforming algorithm for mobile communications with high speed moving sources , 2008, 2008 IEEE Radio and Wireless Symposium.

[31]  Jennifer Urner,et al.  Antenna Theory And Design , 2016 .

[32]  Jinho Choi,et al.  Low Complexity MIMO Receivers , 2014 .

[33]  Shuowen Zhang,et al.  Multi-Beam UAV Communication in Cellular Uplink: Cooperative Interference Cancellation and Sum-Rate Maximization , 2018, IEEE Transactions on Wireless Communications.

[34]  Walid Saad,et al.  Toward a Connected Sky: Performance of Beamforming With Down-Tilted Antennas for Ground and UAV User Co-Existence , 2019, IEEE Communications Letters.

[35]  Jun Zhang,et al.  Joint Beamforming and Power Allocation for UAV-Enabled Full-Duplex Relay , 2019, IEEE Transactions on Vehicular Technology.