A New Green Prospective of Non-orthogonal Multiple Access (NOMA) for 5G

Energy efficiency is a major concern in the emerging mobile cellular wireless networks since massive connectivity is to be expected with high energy requirements from the network operators. Non-orthogonal multiple access (NOMA) being the frontier multiple access scheme for 5G, there exists numerous research attempts on enhancing the energy efficiency of NOMA enabled wireless networks while maintaining its outstanding performance metrics such as high throughput, data rates and capacity maximized optimally.The concept of green NOMA is introduced in a generalized manner to identify the energy efficient NOMA schemes. These schemes will result in an optimal scenario in which the energy generated for communication is managed sustainably. Hence, the effect on the environment, economy, living beings, etc is minimized. The recent research developments are classified for a better understanding of areas which are lacking attention and needs further improvement. Also, the performance comparison of energy efficient, NOMA schemes against conventional NOMA is presented. Finally, challenges and emerging research trends, for energy efficient NOMA are discussed.

[1]  Chonggang Wang,et al.  Energy-Efficient Resource Management in OFDM-Based Cognitive Radio Networks Under Channel Uncertainty , 2015, IEEE Transactions on Communications.

[2]  Guan Gui,et al.  Deep Learning for an Effective Nonorthogonal Multiple Access Scheme , 2018, IEEE Transactions on Vehicular Technology.

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

[4]  Angeliki Alexiou Alexiou 5G Wireless Technologies , 2017 .

[5]  Quoc-Tuan Vien,et al.  Optimising energy efficiency of non-orthogonal multiple access for wireless backhaul in heterogeneous cloud radio access network , 2016, IET Commun..

[6]  Victor C. M. Leung,et al.  Energy-Efficient Resource Allocation for Downlink Non-Orthogonal Multiple Access Network , 2016, IEEE Transactions on Communications.

[7]  Akashkumar Rajaram,et al.  Novel SWIPT Schemes for 5G Wireless Networks , 2019, Sensors.

[8]  George K. Karagiannidis,et al.  A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends , 2017, IEEE Journal on Selected Areas in Communications.

[9]  Joshua R. Smith,et al.  FM Backscatter: Enabling Connected Cities and Smart Fabrics , 2017, NSDI.

[10]  R. Morelos-Zaragoza,et al.  ASYMMETRIC MODULATION FOR COGNITIVE RADIO AND INTELLIGENT ENVIRONMENTS , 2004 .

[11]  Dan Wang,et al.  Power splitting protocol design for the cooperative NOMA with SWIPT , 2017, 2017 IEEE International Conference on Communications (ICC).

[12]  Mianxiong Dong,et al.  Energy Efficient Hybrid Edge Caching Scheme for Tactile Internet in 5G , 2019, IEEE Transactions on Green Communications and Networking.

[13]  Nei Kato,et al.  Envisioning Device-to-Device Communications in 6G , 2019, IEEE Network.

[14]  Md. Forkan Uddin,et al.  Energy efficiency maximization by joint transmission scheduling and resource allocation in downlink NOMA cellular networks , 2019, Comput. Networks.

[15]  Urs Niesen,et al.  Caching in wireless networks , 2009, 2009 IEEE International Symposium on Information Theory.

[16]  Andrea J. Goldsmith,et al.  Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks , 2004, IEEE Journal on Selected Areas in Communications.

[17]  Hyung Seok Kim,et al.  Dynamic Fractional Frequency Reuse Diversity Design for Intercell Interference Mitigation in Nonorthogonal Multiple Access Multicellular Networks , 2018, Wirel. Commun. Mob. Comput..

[18]  Victor C. M. Leung,et al.  Energy-efficient resource scheduling for NOMA systems with imperfect channel state information , 2017, 2017 IEEE International Conference on Communications (ICC).

[19]  Ming Chen,et al.  Energy Efficient Non-Orthogonal Multiple Access for Machine-to-Machine Communications , 2017, IEEE Communications Letters.

[20]  Adriana Fernández-Fernández,et al.  Energy Efficiency and Network Performance: A Reality Check in SDN-Based 5G Systems , 2017 .

[21]  Bin Li,et al.  Energy-Efficient User Scheduling and Power Allocation for NOMA-Based Wireless Networks With Massive IoT Devices , 2018, IEEE Internet of Things Journal.

[22]  Derrick Wing Kwan Ng,et al.  Power-Efficient Resource Allocation for MC-NOMA with Statistical Channel State Information , 2016, 2016 IEEE Global Communications Conference (GLOBECOM).

[23]  Abolfazl Razi,et al.  Maximizing Energy Efficiency of Cognitive Wireless Sensor Networks With Constrained Age of Information , 2017, IEEE Transactions on Cognitive Communications and Networking.

[24]  Fengshou Gu,et al.  Energy Harvesting Technologies for Achieving Self-Powered Wireless Sensor Networks in Machine Condition Monitoring: A Review , 2018, Sensors.

[25]  Gabriel-Miro Muntean,et al.  Game Theory-Based Network Selection: Solutions and Challenges , 2012, IEEE Communications Surveys & Tutorials.

[26]  Tiankui Zhang,et al.  Energy Efficiency Analysis of Cache-Enabled Cellular Networks with Limited Backhaul , 2018, Wirel. Commun. Mob. Comput..

[27]  Ivan B. Djordjevic,et al.  Two-Dimensional Constellation Shaping in Fiber-Optic Communications , 2019 .

[28]  Di Yuan,et al.  On Power Minimization for Non-orthogonal Multiple Access (NOMA) , 2016, IEEE Communications Letters.

[29]  Bang Chul Jung,et al.  UAV-Assisted Cooperative Downlink NOMA with Virtual Full-Duplex Operation , 2019, 2019 Eleventh International Conference on Ubiquitous and Future Networks (ICUFN).

[30]  Toshiaki Koike-Akino,et al.  Coded Modulation for Next-Generation Optical Communications , 2018, 2018 Optical Fiber Communications Conference and Exposition (OFC).

[31]  Xin Zheng,et al.  A Cache Placement Strategy with Energy Consumption Optimization in Information-Centric Networking , 2019, Future Internet.

[32]  Chee Yen Leow,et al.  Energy-Efficient Non-Orthogonal Multiple Access for UAV Communication System , 2019, IEEE Transactions on Vehicular Technology.

[33]  Robert G. Maunder A Vision for 5G Channel Coding , 2016 .

[34]  Rahim Tafazolli,et al.  Modulation Based Non-Orthogonal Multiple Access for 5G Resilient Networks , 2018, 2018 IEEE Globecom Workshops (GC Wkshps).

[35]  Joel J. P. C. Rodrigues,et al.  Tactile Internet for Smart Communities in 5G: An Insight for NOMA-Based Solutions , 2019, IEEE Transactions on Industrial Informatics.

[36]  Zhifeng Yuan,et al.  Multi-User Shared Access for Internet of Things , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[37]  Caijun Zhong,et al.  Spatial Modulation Assisted Multi-Antenna Non-Orthogonal Multiple Access , 2018, IEEE Wireless Communications.

[38]  Joel J. P. C. Rodrigues,et al.  DIYA: Tactile Internet Driven Delay Assessment NOMA-Based Scheme for D2D Communication , 2019, IEEE Transactions on Industrial Informatics.

[39]  Syed Ali Hassan,et al.  Efficient Nonorthogonal Multiple Access: Cooperative Use of Distributed Space?Time Block Coding , 2018, IEEE Vehicular Technology Magazine.

[40]  Shidong Zhou,et al.  Spectrum and Energy-Efficient Beamspace MIMO-NOMA for Millimeter-Wave Communications Using Lens Antenna Array , 2017, IEEE Journal on Selected Areas in Communications.

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

[42]  Shrinivas Kudekar,et al.  Design of Low-Density Parity Check Codes for 5G New Radio , 2018, IEEE Communications Magazine.

[43]  Eytan Modiano,et al.  Optimizing age of information in wireless networks with perfect channel state information , 2018, 2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt).

[44]  Aamir Mahmood,et al.  Fog Computing Enabling Industrial Internet of Things: State-of-the-Art and Research Challenges , 2019, Sensors.

[45]  Zhensheng Jia,et al.  Coherent Optics for Access Networks , 2019 .

[46]  Min Wook Kang,et al.  An Efficient Energy Saving Scheme for Base Stations in 5G Networks with Separated Data and Control Planes Using Particle Swarm Optimization , 2017 .

[47]  Xin Su,et al.  Interference cancellation for non-orthogonal multiple access used in future wireless mobile networks , 2016, EURASIP J. Wirel. Commun. Netw..

[48]  Victor C. M. Leung,et al.  Locally Cooperative Interference Mitigation for Small Cell Networks with Non-Orthogonal Multiple Access: A Potential Game Approach , 2018, 2018 IEEE International Conference on Communications (ICC).

[49]  Ming Chen,et al.  Energy efficient resource allocation for machine-to-machine communications with NOMA and energy harvesting , 2017, 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[50]  Victor C. M. Leung,et al.  Energy-Efficient Resource Allocation in NOMA Heterogeneous Networks , 2018, IEEE Wireless Communications.

[51]  Kaibin Huang,et al.  Energy Harvesting Wireless Communications: A Review of Recent Advances , 2015, IEEE Journal on Selected Areas in Communications.

[52]  Donatella Darsena,et al.  Cloud-Aided Cognitive Ambient Backscatter Wireless Sensor Networks , 2019, IEEE Access.

[53]  Arti Sharma,et al.  Polar Code Appropriateness for Ultra-Reliable and Low-Latency Use Cases of 5G Systems , 2019, Int. J. Networked Distributed Comput..

[54]  Dong Liu,et al.  Caching at the wireless edge: design aspects, challenges, and future directions , 2016, IEEE Communications Magazine.

[55]  Xiaolin Hou,et al.  Deep Learning Aided Grant-Free NOMA Toward Reliable Low-Latency Access in Tactile Internet of Things , 2019, IEEE Transactions on Industrial Informatics.

[56]  Rose Qingyang Hu,et al.  Energy-Efficient NOMA Enabled Heterogeneous Cloud Radio Access Networks , 2018, IEEE Network.

[57]  Tie Qiu,et al.  Survey on fog computing: architecture, key technologies, applications and open issues , 2017, J. Netw. Comput. Appl..

[58]  C. Yuen,et al.  Review on energy harvesting and energy management for sustainable wireless sensor networks , 2011, 2011 IEEE 13th International Conference on Communication Technology.

[59]  Rong Yu,et al.  CachinMobile: An energy-efficient users caching scheme for fog computing , 2016, 2016 IEEE/CIC International Conference on Communications in China (ICCC).

[60]  Ahmed Iyanda Sulyman,et al.  Spatial Modulation Concept for Massive Multiuser MIMO Systems , 2014 .

[61]  Maurizio Casoni,et al.  Energy Savings of Sleep Modes Enabled by 5G Software-Defined Heterogeneous Networks , 2018, 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI).

[62]  Tong Liu,et al.  Multi-Objective Optimization of Fog Computing Assisted Wireless Powered Networks: Joint Energy and Time Minimization , 2019, Electronics.

[63]  Bayan S. Sharif,et al.  Wireless Information and Power Transfer in Cooperative Networks With Spatially Random Relays , 2014, IEEE Transactions on Wireless Communications.

[64]  Jiaheng Wang,et al.  On Optimal Power Allocation for Downlink Non-Orthogonal Multiple Access Systems , 2017, IEEE Journal on Selected Areas in Communications.

[65]  Jun Li,et al.  Simultaneous Wireless Information and Power Transfer (SWIPT): Recent Advances and Future Challenges , 2018, IEEE Communications Surveys & Tutorials.

[66]  Melike Erol-Kantarci,et al.  A Survey on Recent Trends and Open Issues in Energy Efficiency of 5G , 2019, Sensors.

[67]  Jinsong Gui,et al.  Energy-Efficient Resource Allocation With Hybrid TDMA–NOMA for Cellular-Enabled Machine-to-Machine Communications , 2019, IEEE Access.

[68]  Erdogan Aydin,et al.  Hexagonal Quadrature Amplitude Modulation Aided Spatial Modulation , 2019, 2019 11th International Conference on Electrical and Electronics Engineering (ELECO).

[69]  Mohammed W. Baidas,et al.  User association and channel assignment in downlink multi-cell NOMA networks: A matching-theoretic approach , 2019, EURASIP J. Wirel. Commun. Netw..

[70]  Victor C. M. Leung,et al.  Energy consumption optimization for self‐powered IoT networks with non‐orthogonal multiple access , 2019, Int. J. Commun. Syst..

[71]  Joshua R. Smith,et al.  PASSIVE WI-FI: Bringing Low Power to Wi-Fi Transmissions , 2016, GETMBL.

[72]  Jai P. Agrawal,et al.  Performance Analysis for NOMA Relaying System in Next-Generation Networks with RF Energy Harvesting , 2019 .

[73]  Guangyi Liu,et al.  5G: Vision and Requirements for Mobile Communication System towards Year 2020 , 2016 .

[74]  Sirin Tekinay,et al.  Optimal Power Allocation in NOMA Systems with Imperfect Channel Estimation , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[75]  Shi Jin,et al.  Achieving energy fairness in multiuser uplink CR transmission , 2016, 2016 IEEE Wireless Communications and Networking Conference.

[76]  Chuan Zhang,et al.  Energy Consumption of Polar Codes for Wireless Sensor Networks , 2017, WICON.

[77]  Rupesh Singh Sub-channel assignment and resource scheduling for non-orthogonal multiple access (NOMA) in downlink coordinated multi-point systems , 2017, 2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN).

[78]  H. Vincent Poor,et al.  UAV-Enabled Communication Using NOMA , 2018, IEEE Transactions on Communications.

[79]  Jia Shi,et al.  Energy Efficient Resource Allocation in Hybrid Non-Orthogonal Multiple Access Systems , 2019, IEEE Transactions on Communications.

[80]  Haijian Sun Spectral, Energy and Computation Efficiency in Future 5G Wireless Networks , 2019 .

[81]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[82]  Anass Benjebbour,et al.  Non-Orthogonal Multiple Access (NOMA) for Cellular Future Radio Access , 2013, 2013 IEEE 77th Vehicular Technology Conference (VTC Spring).

[83]  Erol Gelenbe,et al.  Energy-Efficient Cloud Computing , 2010, Comput. J..

[84]  Huiming Wang,et al.  Energy-Efficient Transmission Design in Non-orthogonal Multiple Access , 2016, IEEE Transactions on Vehicular Technology.

[85]  Victor C. M. Leung,et al.  Energy efficiency of resource scheduling for non-orthogonal multiple access (NOMA) wireless network , 2016, 2016 IEEE International Conference on Communications (ICC).

[86]  Peng Xu,et al.  Energy Efficiency Optimization in Full-Duplex User-Aided Cooperative SWIPT NOMA Systems , 2019, IEEE Transactions on Communications.

[87]  Mehdi Bennis,et al.  Wireless Network Intelligence at the Edge , 2018, Proceedings of the IEEE.

[88]  Loutfi Nuaymi,et al.  A Distributed Q-Learning Approach for Adaptive Sleep Modes in 5G Networks , 2019, 2019 IEEE Wireless Communications and Networking Conference (WCNC).

[89]  Furkan Ercan,et al.  Energy-Efficient Hardware Architectures for Fast Polar Decoders , 2020, IEEE Transactions on Circuits and Systems I: Regular Papers.

[90]  Ekram Hossain,et al.  Large-Scale NOMA: Promises for Massive Machine-Type Communication , 2019, ArXiv.

[91]  Akashkumar Rajaram,et al.  Modulation-Based Simultaneous Wireless Information and Power Transfer , 2020, IEEE Communications Letters.

[92]  Joshua R. Smith,et al.  Backscatter : Enabling Connected Cities and Smart Fabrics , 2017 .

[93]  Xiangyun Zhou,et al.  Cutting the last wires for mobile communications by microwave power transfer , 2014, IEEE Communications Magazine.

[94]  H. Vincent Poor,et al.  Spatial Modulation-Aided Cooperative NOMA: Performance Analysis and Comparative Study , 2019, IEEE Journal of Selected Topics in Signal Processing.

[95]  Antoine Bagula,et al.  An IoT-Based Fog Computing Model , 2019, Sensors.

[96]  Leandros Tassiulas,et al.  The effect of caching in sustainability of large wireless networks , 2012, 2012 10th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt).

[97]  Ali Ghrayeb,et al.  Space shift keying modulation for MIMO channels , 2009, IEEE Transactions on Wireless Communications.

[98]  Hanho Lee,et al.  Efficient QC-LDPC Encoder for 5G New Radio , 2019, Electronics.

[99]  Bing Chen,et al.  Energy Efficient Caching in Backhaul-Aware Cellular Networks with Dynamic Content Popularity , 2018, Wirel. Commun. Mob. Comput..

[100]  Sudharman K. Jayaweera,et al.  Virtual MIMO-based cooperative communication for energy-constrained wireless sensor networks , 2006, IEEE Transactions on Wireless Communications.

[101]  Dong In Kim,et al.  Ambient Backscatter Communications: A Contemporary Survey , 2017, IEEE Communications Surveys & Tutorials.

[102]  H. Vincent Poor,et al.  A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead , 2016, IEEE Journal on Selected Areas in Communications.

[103]  Shahriar Shirvani Moghaddam,et al.  Introductory Chapter: Primary and Secondary Users in Cognitive Radio-Based Wireless Communication Systems , 2018 .

[104]  Bin Chen,et al.  Non-orthogonal multiple access: basic interference management technique , 2018 .

[105]  Gerhard Fettweis,et al.  The global footprint of mobile communications: The ecological and economic perspective , 2011, IEEE Communications Magazine.

[106]  Li Qiu,et al.  Cache increases the capacity of wireless networks , 2016, IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications.

[107]  Mohammed H. Alsharif,et al.  Energy Harvesting Techniques for Wireless Sensor Networks/Radio-Frequency Identification: A Review , 2019, Symmetry.

[108]  Anthony Ephremides,et al.  Minimizing The Age of Information: NOMA or OMA? , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[109]  Antonio Petraglia,et al.  Energy and environmental aspects of mobile communication systems , 2011, ArXiv.

[110]  Bang Chul Jung,et al.  Performance Analysis of Diversity-Controlled Multi-User Superposition Transmission for 5G Wireless Networks , 2018, Sensors.

[111]  Sunghyun Choi,et al.  Resource Allocation for Optimizing Energy Efficiency in NOMA-based Fog UAV Wireless Networks , 2020, IEEE Network.

[112]  Kai Chen,et al.  CRC-Aided Decoding of Polar Codes , 2012, IEEE Communications Letters.

[113]  Sinem Coleri Ergen,et al.  Scheduling of Energy Harvesting for MIMO Wireless Powered Communication Networks , 2019, IEEE Communications Letters.

[114]  Soo Young Shin,et al.  Combination of spatial modulation and non-orthogonal multiple access using hybrid detection scheme , 2017, 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN).

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

[116]  H. Vincent Poor,et al.  Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks , 2013, IEEE Transactions on Wireless Communications.

[117]  Zhiguo Ding,et al.  Energy-Efficient Power Allocation for NOMA With Imperfect CSI , 2019, IEEE Transactions on Vehicular Technology.

[118]  Anass Benjebbour,et al.  Concept and practical considerations of non-orthogonal multiple access (NOMA) for future radio access , 2013, 2013 International Symposium on Intelligent Signal Processing and Communication Systems.

[119]  Xiangming Wen,et al.  Interference Pricing Resource Allocation and User-Subchannel Matching for NOMA Hierarchy Fog Networks , 2019, IEEE Journal of Selected Topics in Signal Processing.

[120]  Zhengang Pan,et al.  Energy efficiency optimization for fading MIMO non-orthogonal multiple access systems , 2015, 2015 IEEE International Conference on Communications (ICC).

[121]  Prusayon Nintanavongsa,et al.  Medium access control protocol design for sensors powered by wireless energy transfer , 2013, 2013 Proceedings IEEE INFOCOM.

[122]  Neelesh B. Mehta,et al.  Voluntary Energy Harvesting Relays and Selection in Cooperative Wireless Networks , 2010, IEEE Transactions on Wireless Communications.

[123]  Sachin Katti,et al.  BackFi: High Throughput WiFi Backscatter , 2015, SIGCOMM.

[124]  Xuan Li,et al.  Green Base Station Assignment for NOMA-Enabled HCNs , 2019, IEEE Access.

[125]  HuPengfei,et al.  Survey on fog computing , 2017 .

[126]  Zhiqiang Wei,et al.  Performance Analysis and Design of Non-orthogonal Multiple Access for Wireless Communications , 2019, ArXiv.

[127]  Victor C. M. Leung,et al.  Resource Allocation for Energy-Efficient NOMA Network Based on Super-Modular Game , 2018, 2018 IEEE International Conference on Communications Workshops (ICC Workshops).

[128]  Jinho Choi,et al.  Joint Rate and Power Allocation for NOMA With Statistical CSI , 2017, IEEE Transactions on Communications.

[129]  He Chen,et al.  Distributed Power Splitting for SWIPT in Relay Interference Channels Using Game Theory , 2014, IEEE Transactions on Wireless Communications.

[130]  Sanjeev Jain,et al.  Green NOMA With Multiple Interference Cancellation (MIC) Using Sector-Based Resource Allocation , 2018, IEEE Transactions on Network and Service Management.

[131]  Yuan Li,et al.  Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies , 2014, IEEE Wireless Communications.

[132]  A. Robert Calderbank,et al.  Space-time block coding for wireless communications: performance results , 1999, IEEE J. Sel. Areas Commun..

[133]  Sandip Chakraborty,et al.  A Survey of Fog Computing and Communication: Current Researches and Future Directions , 2018, ArXiv.

[134]  Harald Haas,et al.  Spatial Modulation , 2008, IEEE Transactions on Vehicular Technology.

[135]  Zhong Fan,et al.  Emerging technologies and research challenges for 5G wireless networks , 2014, IEEE Wireless Communications.

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

[137]  Tiankui Zhang,et al.  Backhaul Aware Energy Efficiency Analysis of Cache-Enabled Cellular Networks (Invited Paper) , 2018, 2018 IEEE 87th Vehicular Technology Conference (VTC Spring).

[138]  Vangelis Angelakis,et al.  Age of Information: A New Concept, Metric, and Tool , 2018, Found. Trends Netw..

[139]  Fuhui Zhou,et al.  Green Communication for NOMA-Based CRAN , 2019, IEEE Internet of Things Journal.

[140]  Gaojie Chen,et al.  A Deep Learning-Based Approach to Power Minimization in Multi-Carrier NOMA With SWIPT , 2019, IEEE Access.

[141]  Symeon Chatzinotas,et al.  Energy-Efficient Resource Optimization with Wireless Power Transfer for Secure NOMA Systems , 2018, 2018 IEEE/CIC International Conference on Communications in China (ICCC).

[142]  Kai-Kit Wong,et al.  Energy Efficiency Optimization for NOMA With SWIPT , 2019, IEEE Journal of Selected Topics in Signal Processing.

[143]  Zhaohui Yang,et al.  Efficient Resource Allocation for Mobile-Edge Computing Networks With NOMA: Completion Time and Energy Minimization , 2019, IEEE Transactions on Communications.

[144]  H. Vincent Poor,et al.  Cluster Content Caching: An Energy-Efficient Approach to Improve Quality of Service in Cloud Radio Access Networks , 2016, IEEE Journal on Selected Areas in Communications.

[145]  David Wetherall,et al.  Ambient backscatter: wireless communication out of thin air , 2013, SIGCOMM.

[146]  Victor C. M. Leung,et al.  Energy Efficient Dynamic Resource Optimization in NOMA System , 2018, IEEE Transactions on Wireless Communications.

[147]  Tao Jiang,et al.  Base Station ON-OFF Switching in 5G Wireless Networks: Approaches and Challenges , 2017, IEEE Wireless Communications.

[148]  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.

[149]  Zhaocheng Wang,et al.  NOMA-Based Spatial Modulation , 2017, IEEE Access.

[150]  Jiangzhou Wang,et al.  Performance of Non-orthogonal Multiple Access With a Novel Asynchronous Interference Cancellation Technique , 2017, IEEE Transactions on Communications.

[151]  P. Bhuvaneswari,et al.  Improving Energy Efficiency in Backhaul of Lte-A Network With Base Station Cooperation , 2018 .

[152]  M. Simon,et al.  Trellis Coding with Asymmetric Modulations , 1987, IEEE Trans. Commun..

[153]  Gerhard P. Fettweis,et al.  The Tactile Internet: Applications and Challenges , 2014, IEEE Vehicular Technology Magazine.

[154]  Aamir Mahmood,et al.  NOMA Enhanced Backscatter Communication for Green IoT Networks , 2019, 2019 16th International Symposium on Wireless Communication Systems (ISWCS).

[155]  Yanxiao Zhao,et al.  RF Energy Harvesting Wireless Communications: RF Environment, Device Hardware and Practical Issues , 2019, Sensors.

[156]  Symeon Chatzinotas,et al.  Toward Tactile Internet in Beyond 5G Era: Recent Advances, Current Issues, and Future Directions , 2019, IEEE Access.

[157]  Bingli Jiao,et al.  Exploiting NOMA into socially enabled computation offloading , 2017, 2017 9th International Conference on Wireless Communications and Signal Processing (WCSP).

[158]  Yan Chen,et al.  Sparse code multiple access: An energy efficient uplink approach for 5G wireless systems , 2014, 2014 IEEE Global Communications Conference.

[159]  Hong Ji,et al.  Distributed Resource Allocation and Computation Offloading Scheme for Cognitive Mobile Edge Computing Networks with NOMA , 2018, 2018 IEEE/CIC International Conference on Communications in China (ICCC).

[160]  Victor C. M. Leung,et al.  Enhanced Energy-Efficient Downlink Resource Allocation in Green Non-Orthogonal Multiple Access Systems , 2019, Comput. Commun..

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

[162]  Chi Zhou,et al.  Analysis of RF Energy Harvesting in Uplink-NOMA IoT-Based Network , 2019, 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall).

[163]  Lajos Hanzo,et al.  Artificial Noise Aided Secure Cognitive Beamforming for Cooperative MISO-NOMA Using SWIPT , 2018, IEEE Journal on Selected Areas in Communications.

[164]  Zhiguo Ding,et al.  A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art , 2019, IEEE Access.

[165]  Zhu Han,et al.  Wireless Networks With RF Energy Harvesting: A Contemporary Survey , 2014, IEEE Communications Surveys & Tutorials.

[166]  Shahzad Amin Sheikh,et al.  Performance analysis of downlink power domain NOMA under fading channels , 2018, 2018 ELEKTRO.

[167]  Yunfeng Wang,et al.  Cooperative Non-Orthogonal Multiple Access with Energy Harvesting , 2017, Inf..