Ultra-Reliable and Low-Latency Communications in Unmanned Aerial Vehicle Communication Systems

In this paper, we establish a framework for enabling ultra-reliable and low-latency communications in the control and non-payload communications (CNPC) links of the unmanned aerial vehicle (UAV) communication systems. We first derive the available range of the CNPC links between UAVs and a ground control station. The available range is defined as the maximal horizontal communication distance within which the round-trip delay and the overall packet loss probability can be ensured with a required probability. To exploit the macro-diversity gain of the distributed multi-antenna systems (DAS) and the array gain of the centralized multi-antenna systems (CAS), we consider a modified DAS (M-DAS), where the ground control station is equipped with the distributed access points (APs), and each AP can have multiple antennas. We then show that the available range can be maximized by judiciously optimizing the altitude of UAVs, the duration of the uplink and downlink phases, and the antenna configuration. To solve the non-convex problem, we propose an algorithm that can converge to the optimal solution in DAS and CAS, and then extend it into more general M-DAS. The simulation and numerical results validate our analysis and show that the available range of M-DAS can be significantly larger than those of the DAS and CAS.

[1]  Andreas Mitschele-Thiel,et al.  Latency Critical IoT Applications in 5G: Perspective on the Design of Radio Interface and Network Architecture , 2017, IEEE Communications Magazine.

[2]  Tony Q. S. Quek,et al.  Fundamentals of Heterogeneous Backhaul Design—Analysis and Optimization , 2016, IEEE Transactions on Communications.

[3]  Hiroshi Konno,et al.  An outer approximation method for minimizing the product of several convex functions on a convex set , 1993, J. Glob. Optim..

[4]  Xingqin Lin,et al.  The Sky Is Not the Limit: LTE for Unmanned Aerial Vehicles , 2017, IEEE Communications Magazine.

[5]  Chao Shen,et al.  Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms , 2016, IEEE Transactions on Wireless Communications.

[6]  H. Vincent Poor,et al.  Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale , 2018, Proceedings of the IEEE.

[7]  Halim Yanikomeroglu,et al.  Efficient 3-D placement of an aerial base station in next generation cellular networks , 2016, 2016 IEEE International Conference on Communications (ICC).

[8]  Emil Björnson,et al.  Performance Analysis of Multi-User Massive MIMO Downlink Under Channel Non-Reciprocity and Imperfect CSI , 2016, IEEE Transactions on Communications.

[9]  Chenyang Yang,et al.  Cross-Layer Optimization for Ultra-Reliable and Low-Latency Radio Access Networks , 2017, IEEE Transactions on Wireless Communications.

[10]  Qingqing Wu,et al.  Common Throughput Maximization in UAV-Enabled OFDMA Systems With Delay Consideration , 2018, IEEE Transactions on Communications.

[11]  Chenyang Yang,et al.  UAV-Assisted Uplink Transmission for Ultra-Reliable and Low-Latency Communications , 2018, 2018 IEEE International Conference on Communications Workshops (ICC Workshops).

[12]  Muhammad Ali Imran,et al.  How 5G (and concomitant technologies) will revolutionize healthcare , 2017, ArXiv.

[13]  Chenyang Yang,et al.  Radio Resource Management for Ultra-Reliable and Low-Latency Communications , 2017, IEEE Communications Magazine.

[14]  Leda D. Minkova,et al.  A New Markov Binomial Distribution , 2014 .

[15]  Marios Kountouris,et al.  Downlink Cellular Network Analysis With LOS/NLOS Propagation and Elevated Base Stations , 2017, IEEE Transactions on Wireless Communications.

[16]  Giuseppe Durisi,et al.  Quasi-Static Multiple-Antenna Fading Channels at Finite Blocklength , 2013, IEEE Transactions on Information Theory.

[17]  Xiaodai Dong,et al.  Distributed and Multi-layer UAV Network for the Next-generation Wireless Communication. , 2018 .

[18]  Rui Zhang,et al.  Cellular-Connected UAV: Potential, Challenges, and Promising Technologies , 2018, IEEE Wireless Communications.

[19]  Frank Y. Li,et al.  Achieving Ultra Reliable Communication in 5G Networks: A Dependability Perspective Availability Analysis in the Space Domain , 2017, IEEE Communications Letters.

[20]  Xin Liu,et al.  Energy-Efficient Training-Assisted Transmission Strategies for Closed-Loop MISO Systems , 2015, IEEE Transactions on Vehicular Technology.

[21]  Abbas Jamalipour,et al.  Modeling air-to-ground path loss for low altitude platforms in urban environments , 2014, 2014 IEEE Global Communications Conference.

[22]  Sofie Pollin,et al.  Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity , 2017, IEEE Transactions on Communications.

[23]  Walid Saad,et al.  Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications , 2017, IEEE Transactions on Wireless Communications.

[24]  Kandeepan Sithamparanathan,et al.  Optimal LAP Altitude for Maximum Coverage , 2014, IEEE Wireless Communications Letters.

[25]  Branka Vucetic,et al.  Short Block-Length Codes for Ultra-Reliable Low Latency Communications , 2019, IEEE Communications Magazine.

[26]  Vasilis Friderikos,et al.  Realizing the Tactile Internet: Haptic Communications over Next Generation 5G Cellular Networks , 2015, IEEE Wireless Communications.

[27]  Mehdi Bennis,et al.  Ultra-Reliable and Low Latency Communication: Tail, Risk and Scale , 2018 .

[28]  Yulin Hu,et al.  Optimal Power Allocation for QoS-Constrained Downlink Multi-User Networks in the Finite Blocklength Regime , 2018, IEEE Transactions on Wireless Communications.

[29]  Chenyang Yang,et al.  Joint Uplink and Downlink Resource Configuration for Ultra-Reliable and Low-Latency Communications , 2018, IEEE Transactions on Communications.

[30]  Branka Vucetic,et al.  Improving Network Availability of Ultra-Reliable and Low-Latency Communications With Multi-Connectivity , 2018, IEEE Transactions on Communications.

[31]  Gerhard Fettweis,et al.  SINR Model With Best Server Association for High Availability Studies of Wireless Networks , 2015, IEEE Wireless Communications Letters.

[32]  Robert J. Kerczewski,et al.  Control and Non-Payload Communications Links for Integrated Unmanned Aircraft Operations , 2012 .