Exploiting NOMA for UAV Communications in Large-Scale Cellular Networks

This paper advocates a pair of strategies in non-orthogonal multiple access (NOMA) in unmanned aerial vehicles (UAVs) communications, where multiple UAVs play as new aerial communications platforms for serving terrestrial NOMA users. A new multiple UAVs framework with invoking stochastic geometry technique is proposed, in which a pair of practical strategies are considered: 1) the UAV-centric strategy for offloading actions and 2) the user-centric strategy for providing emergency communications. In order to provide practical insights for the proposed NOMA assisted UAV framework, an imperfect successive interference cancelation (ipSIC) scenario is taken into account. For both UAV-centric strategy and user-centric strategy, we derive new exact expressions for the coverage probability. We also derive new analytical results for orthogonal multiple access (OMA) for providing a benchmark scheme. The derived analytical results in both user-centric strategy and UAV-centric strategy explicitly indicate that the ipSIC coefficient is a dominant component in terms of coverage probability. Numerical results are provided to confirm that: 1) for both user-centric strategy and UAV-centric strategy, NOMA assisted UAV cellular networks is capable of outperforming OMA by setting power allocation factors and targeted rate properly and 2) the coverage probability of NOMA assisted UAV cellular framework is affected to a large extent by ipSIC coefficient, target rates, and power allocations factors of paired NOMA users.

[1]  Walid Saad,et al.  Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage , 2016, IEEE Communications Letters.

[2]  Liu,et al.  Enhancing the Physical Layer Security of Non-Orthogonal Multiple Access in Large-Scale Networks , 2016, IEEE Transactions on Wireless Communications.

[3]  Shuowen Zhang,et al.  Cellular-Enabled UAV Communication: A Connectivity-Constrained Trajectory Optimization Perspective , 2018, IEEE Transactions on Communications.

[4]  Yue Gao,et al.  UAV Communications Based on Non-Orthogonal Multiple Access , 2018, IEEE Wireless Communications.

[5]  Günes Karabulut-Kurt,et al.  Nonorthogonal Multiple Access for 5G and Beyond , 2018, Wirel. Commun. Mob. Comput..

[6]  Mohamed-Slim Alouini,et al.  Joint Trajectory and Precoding Optimization for UAV-Assisted NOMA Networks , 2019, IEEE Transactions on Communications.

[7]  Lajos Hanzo,et al.  A Survey of Non-Orthogonal Multiple Access for 5G , 2018, IEEE Communications Surveys & Tutorials.

[8]  Xiao Liu,et al.  Trajectory Design and Power Control for Multi-UAV Assisted Wireless Networks: A Machine Learning Approach , 2018, IEEE Transactions on Vehicular Technology.

[9]  Mohamed-Slim Alouini,et al.  Modeling Cellular Networks With Full-Duplex D2D Communication: A Stochastic Geometry Approach , 2016, IEEE Transactions on Communications.

[10]  Christian Wietfeld,et al.  Investigation of Air-to-Air Channel Characteristics and a UAV Specific Extension to the Rice Model , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

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

[12]  Walid Saad,et al.  Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs , 2015, IEEE Transactions on Wireless Communications.

[13]  Mohamed-Slim Alouini,et al.  A Survey of Channel Modeling for UAV Communications , 2018, IEEE Communications Surveys & Tutorials.

[14]  Harpreet S. Dhillon,et al.  Downlink Coverage Analysis for a Finite 3-D Wireless Network of Unmanned Aerial Vehicles , 2017, IEEE Transactions on Communications.

[15]  Feng Jiang,et al.  Optimization of UAV Heading for the Ground-to-Air Uplink , 2011, IEEE Journal on Selected Areas in Communications.

[16]  Tianwei Hou,et al.  Outage Performance for Non-Orthogonal Multiple Access With Fixed Power Allocation Over Nakagami- ${m}$ Fading Channels , 2018, IEEE Communications Letters.

[17]  Seung-Jun Yu,et al.  Wireless Communication , 1916, Nature.

[18]  Octavia A. Dobre,et al.  Power-Domain Non-Orthogonal Multiple Access (NOMA) in 5G Systems: Potentials and Challenges , 2016, IEEE Communications Surveys & Tutorials.

[19]  H. Vincent Poor,et al.  Application of Non-Orthogonal Multiple Access in LTE and 5G Networks , 2015, IEEE Communications Magazine.

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

[21]  Octavia A. Dobre,et al.  Resource Allocation for Downlink NOMA Systems: Key Techniques and Open Issues , 2017, IEEE Wireless Communications.

[22]  Rui Zhang,et al.  UAV-Aided Offloading for Cellular Hotspot , 2017, IEEE Transactions on Wireless Communications.

[23]  Yue Chen,et al.  Multiple Antenna Aided NOMA in UAV Networks: A Stochastic Geometry Approach , 2018, IEEE Transactions on Communications.

[24]  Bruno Clerckx,et al.  Rate-Splitting for Downlink Multi-User Multi-Antenna Systems: Bridging NOMA and Conventional Linear Precoding , 2017, ArXiv.

[25]  H. Vincent Poor,et al.  Non-Orthogonal Multiple Access in Multi-Cell Networks: Theory, Performance, and Practical Challenges , 2016, IEEE Communications Magazine.

[26]  M. Elkashlan,et al.  multiple access in LTE and 5 G networks , 2018 .

[27]  Yue Gao,et al.  Sparse Representation for Wireless Communications: A Compressive Sensing Approach , 2018, IEEE Signal Processing Magazine.

[28]  Upena Dalal,et al.  Wireless Communication , 2010 .

[29]  Nicolas Bourbaki,et al.  Elements of the history of mathematics , 1994 .

[30]  Robert W. Heath,et al.  Connectivity and Blockage Effects in Millimeter-Wave Air-To-Everything Networks , 2018, IEEE Wireless Communications Letters.

[31]  Bruno Clerckx,et al.  Rate-Splitting for Multi-Antenna Non-Orthogonal Unicast and Multicast Transmission: Spectral and Energy Efficiency Analysis , 2018, IEEE Transactions on Communications.

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

[33]  Jie Xu,et al.  Energy Minimization for Wireless Communication With Rotary-Wing UAV , 2018, IEEE Transactions on Wireless Communications.

[34]  Wessam Ajib,et al.  A Novel Cooperative NOMA for Designing UAV-Assisted Wireless Backhaul Networks , 2018, IEEE Journal on Selected Areas in Communications.

[35]  Bruno Clerckx,et al.  Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outperforming SDMA and NOMA , 2017, EURASIP Journal on Wireless Communications and Networking.

[36]  Shuowen Zhang,et al.  Exploiting NOMA for Multi-Beam UAV Communication in Cellular Uplink , 2018, ICC 2019 - 2019 IEEE International Conference on Communications (ICC).

[37]  Sarah J. Johnson,et al.  Massive Non-Orthogonal Multiple Access for Cellular IoT: Potentials and Limitations , 2016, IEEE Communications Magazine.

[38]  Youzheng Wang,et al.  Outage performance of non-orthogonal multiple access based unmanned aerial vehicles satellite networks , 2018, China Communications.

[39]  Rui Zhang,et al.  Uplink Cooperative NOMA for Cellular-Connected UAV , 2018, IEEE Journal of Selected Topics in Signal Processing.

[40]  Jeffrey G. Andrews,et al.  A Tractable Approach to Coverage and Rate in Cellular Networks , 2010, IEEE Transactions on Communications.

[41]  H. Vincent Poor,et al.  Cooperative Non-orthogonal Multiple Access With Simultaneous Wireless Information and Power Transfer , 2015, IEEE Journal on Selected Areas in Communications.

[42]  Zhijin Qin,et al.  Enhancing the Physical Layer Security of Non-Orthogonal Multiple Access in Large-Scale Networks , 2016, IEEE Transactions on Wireless Communications.

[43]  Zhijin Qin,et al.  User Association and Resource Allocation in Unified Non-Orthogonal Multiple Access Enabled Heterogeneous Ultra Dense Networks , 2018, ArXiv.

[44]  Pingzhi Fan,et al.  Impact of User Pairing on 5G Nonorthogonal Multiple-Access Downlink Transmissions , 2016, IEEE Transactions on Vehicular Technology.

[45]  Weidang Lu,et al.  UAV-Assisted Emergency Networks in Disasters , 2019, IEEE Wireless Communications.

[46]  Yue Chen,et al.  Modeling and Analysis of Two-Way Relay Non-Orthogonal Multiple Access Systems , 2018, IEEE Transactions on Communications.

[47]  Mohamed-Slim Alouini,et al.  Downlink Non-Orthogonal Multiple Access (NOMA) in Poisson Networks , 2016, IEEE Transactions on Communications.

[48]  Xin Sun,et al.  Non-Orthogonal Multiple Access in Multi-UAV Networks , 2019, 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall).