Non-Orthogonal Multiple Access (NOMA): How It Meets 5G and Beyond

Due to massive connectivity and increasing demands of various services and data-hungry applications, a full-scale implementation of the fifth generation (5G) wireless systems requires more effective radio access techniques. In this regard, non-orthogonal multiple access (NOMA) has recently gained ever-growing attention from both academia and industry. Compared to orthogonal multiple access (OMA) techniques, NOMA is superior in terms of spectral efficiency and is thus appropriate for 5G and Beyond. In this article, we provide an overview of NOMA principles and applications. Specifically, the article discusses the fundamentals of power-domain NOMA with single and multiple antennas in both uplink and downlink settings. In addition, the basic principles of code-domain NOMA are elaborated. Further, the article explains various resource allocation techniques such as user pairing and power allocation for NOMA systems; discusses the basic form of cooperative NOMA and its variants; and addresses several opportunities and challenges associated with the compatibility of NOMA with other advanced communication paradigms such as heterogeneous networks and millimeter wave communications.

[1]  H. Vincent Poor,et al.  Energy-Efficient Joint User-RB Association and Power Allocation for Uplink Hybrid NOMA-OMA , 2019, IEEE Internet of Things Journal.

[2]  Hosein Nikopour,et al.  Sparse code multiple access , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[3]  Miaowen Wen,et al.  Novel Receiver Design for the Cooperative Relaying System With Non-Orthogonal Multiple Access , 2016, IEEE Communications Letters.

[4]  M. Reza Soleymani,et al.  Cooperative NOMA in Multi-Content Multimedia Broadcasting , 2018, 2018 IEEE International Conference on Communications Workshops (ICC Workshops).

[5]  Linglong Dai,et al.  On the Performance of NOMA-Based Cooperative Relaying Systems Over Rician Fading Channels , 2017, IEEE Transactions on Vehicular Technology.

[6]  Anass Benjebbour,et al.  System-level performance of downlink NOMA for future LTE enhancements , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[7]  Jinho Choi,et al.  On the Power Allocation for MIMO-NOMA Systems With Layered Transmissions , 2016, IEEE Transactions on Wireless Communications.

[8]  Chung Shue Chen,et al.  Optimal Joint Subcarrier and Power Allocation in NOMA Is Strongly NP-Hard , 2018, 2018 IEEE International Conference on Communications (ICC).

[9]  Soo Young Shin,et al.  Capacity and outage analysis of a dual-hop decode-and-forward relay-aided NOMA scheme , 2019, Digit. Signal Process..

[10]  Muhammad Imran,et al.  Non-Orthogonal Multiple Access (NOMA) for cellular future radio access , 2017 .

[11]  Di Yuan,et al.  Power and Channel Allocation for Non-Orthogonal Multiple Access in 5G Systems: Tractability and Computation , 2016, IEEE Transactions on Wireless Communications.

[12]  Octavia A. Dobre,et al.  Signature-Based Nonorthogonal Massive Multiple Access for Future Wireless Networks: Uplink Massive Connectivity for Machine-Type Communications , 2018, IEEE Vehicular Technology Magazine.

[13]  H. Vincent Poor,et al.  Relay Selection for Cooperative NOMA , 2016, IEEE Wireless Communications Letters.

[14]  Reza Hoshyar,et al.  Novel Low-Density Signature for Synchronous CDMA Systems Over AWGN Channel , 2008, IEEE Transactions on Signal Processing.

[15]  Octavia A. Dobre,et al.  Hierarchical Full-Duplex Underwater Acoustic Network: A NOMA Approach , 2018, OCEANS 2018 MTS/IEEE Charleston.

[16]  Tharmalingam Ratnarajah,et al.  A Minorization-Maximization Method for Optimizing Sum Rate in the Downlink of Non-Orthogonal Multiple Access Systems , 2015, IEEE Transactions on Signal Processing.

[17]  Pingzhi Fan,et al.  A Stackelberg Game Approach for NOMA in mmWave Systems , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[18]  H. Vincent Poor,et al.  On the Sum Rate of MIMO-NOMA and MIMO-OMA Systems , 2017, IEEE Wireless Communications Letters.

[19]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[20]  Shlomi Arnon Visible Light Communication , 2015 .

[21]  Anass Benjebbour,et al.  Non-orthogonal Multiple Access (NOMA) with Successive Interference Cancellation for Future Radio Access , 2015, IEICE Trans. Commun..

[22]  Guihai Chen,et al.  Millimeter-Wave Wireless Communications for IoT-Cloud Supported Autonomous Vehicles: Overview, Design, and Challenges , 2017, IEEE Communications Magazine.

[23]  In-Ho Lee,et al.  Capacity Analysis of Cooperative Relaying Systems Using Non-Orthogonal Multiple Access , 2015, IEEE Communications Letters.

[24]  Zhijin Qin,et al.  Non-Orthogonal Multiple Access in Large-Scale Heterogeneous Networks , 2017, IEEE Journal on Selected Areas in Communications.

[25]  In-Ho Lee,et al.  Non-Orthogonal Multiple Access in Coordinated Direct and Relay Transmission , 2015, IEEE Communications Letters.

[26]  Hongbo Zhu,et al.  Outage Balancing in Downlink Nonorthogonal Multiple Access With Statistical Channel State Information , 2015, IEEE Transactions on Wireless Communications.

[27]  H. Vincent Poor,et al.  Cooperative Non-Orthogonal Multiple Access in 5G Systems , 2015, IEEE Communications Letters.

[28]  Gregory W. Wornell,et al.  Cooperative diversity in wireless networks: Efficient protocols and outage behavior , 2004, IEEE Transactions on Information Theory.

[29]  Jun Cai,et al.  An Improved Coalition Game Approach for MIMO-NOMA Clustering Integrating Beamforming and Power Allocation , 2019, IEEE Transactions on Vehicular Technology.

[30]  Wei Liang,et al.  User Pairing for Downlink Non-Orthogonal Multiple Access Networks Using Matching Algorithm , 2017, IEEE Transactions on Communications.

[31]  Octavia A. Dobre,et al.  A Two-Phase Power Allocation Scheme for CRNs Employing NOMA , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[32]  Yindi Jing,et al.  Single and multiple relay selection schemes and their achievable diversity orders , 2009, IEEE Transactions on Wireless Communications.

[33]  Octavia A. Dobre,et al.  Cooperation in 5G HetNets: Advanced Spectrum Access and D2D Assisted Communications , 2017, IEEE Wireless Communications.

[34]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[35]  H. Vincent Poor,et al.  Energy-Efficient Power Allocation for MIMO-NOMA With Multiple Users in a Cluster , 2018, IEEE Access.

[36]  Fumiyuki Adachi,et al.  The Application of MIMO to Non-Orthogonal Multiple Access , 2015, IEEE Transactions on Wireless Communications.

[37]  Tiejun Lv,et al.  Millimeter-Wave NOMA Transmission in Cellular M2M Communications for Internet of Things , 2018, IEEE Internet of Things Journal.

[38]  Jun Zhang,et al.  Optimal User Pairing for Downlink Non-Orthogonal Multiple Access (NOMA) , 2019, IEEE Wireless Communications Letters.

[39]  Reza Hoshyar,et al.  LDS-OFDM an Efficient Multiple Access Technique , 2010, 2010 IEEE 71st Vehicular Technology Conference.

[40]  H. Vincent Poor,et al.  A Fair Individual Rate Comparison between MIMO-NOMA and MIMO-OMA , 2017, 2017 IEEE Globecom Workshops (GC Wkshps).

[41]  Octavia A. Dobre,et al.  Spectral- and Energy-Efficient Resource Allocation for Multi-Carrier Uplink NOMA Systems , 2019, IEEE Transactions on Vehicular Technology.

[42]  Alireza Bayesteh,et al.  Blind detection of SCMA for uplink grant-free multiple-access , 2014, 2014 11th International Symposium on Wireless Communications Systems (ISWCS).

[43]  Octavia A. Dobre,et al.  Power Allocation for Cognitive Radio Networks Employing Non-Orthogonal Multiple Access , 2016, 2016 IEEE Global Communications Conference (GLOBECOM).

[44]  Soo Young Shin,et al.  Exploiting Non-Orthogonal Multiple Access in Cooperative Relay Sharing , 2017, IEEE Communications Letters.

[45]  Chungyong Lee,et al.  Non-orthogonal Multiple Access in a Downlink Multiuser Beamforming System , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

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

[47]  H. Vincent Poor,et al.  Capacity Comparison Between MIMO-NOMA and MIMO-OMA With Multiple Users in a Cluster , 2017, IEEE Journal on Selected Areas in Communications.

[48]  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).

[49]  Lingyang Song,et al.  Sub-Channel Assignment, Power Allocation, and User Scheduling for Non-Orthogonal Multiple Access Networks , 2016, IEEE Transactions on Wireless Communications.

[50]  Octavia A. Dobre,et al.  NOMA in 5G Systems: Exciting Possibilities for Enhancing Spectral Efficiency , 2017, ArXiv.

[51]  Zhengang Pan,et al.  On the Ergodic Capacity of MIMO NOMA Systems , 2015, IEEE Wireless Communications Letters.

[52]  Octavia A. Dobre,et al.  Signature-based Non-orthogonal Multiple Access (S-NOMA) for Massive Machine-Type Communications in 5G , 2018, ArXiv.

[53]  Liang Yin,et al.  Performance Evaluation of Non-Orthogonal Multiple Access in Visible Light Communication , 2016, IEEE Transactions on Communications.

[54]  Jie Gong,et al.  On Downlink NOMA in Heterogeneous Networks With Non-Uniform Small Cell Deployment , 2018, IEEE Access.

[55]  Ioannis Krikidis,et al.  Fairness for Non-Orthogonal Multiple Access in 5G Systems , 2015, IEEE Signal Processing Letters.

[56]  H. Vincent Poor,et al.  Energy-Efficient Power Allocation in Uplink mmWave Massive MIMO With NOMA , 2019, IEEE Transactions on Vehicular Technology.

[57]  H. Vincent Poor,et al.  Energy-Efficient Power Allocation for Uplink NOMA , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[58]  Joseph Boccuzzi Introduction to Cellular Mobile Communications , 2019 .

[59]  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.

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

[61]  Zhiguo Ding,et al.  Optimal Precoding for a QoS Optimization Problem in Two-User MISO-NOMA Downlink , 2016, IEEE Communications Letters.

[62]  H. Vincent Poor,et al.  Energy-Efficient Power Allocation for Hybrid Multiple Access Systems , 2018, 2018 IEEE International Conference on Communications Workshops (ICC Workshops).

[63]  Derrick Wing Kwan Ng,et al.  Optimal Joint Power and Subcarrier Allocation for Full-Duplex Multicarrier Non-Orthogonal Multiple Access Systems , 2016, IEEE Transactions on Communications.

[64]  Derrick Wing Kwan Ng,et al.  Optimal Joint Power and Subcarrier Allocation for MC-NOMA Systems , 2016, 2016 IEEE Global Communications Conference (GLOBECOM).

[65]  Shouyi Yang,et al.  Energy-Efficient Power Allocation in Millimeter Wave Massive MIMO With Non-Orthogonal Multiple Access , 2017, IEEE Wireless Communications Letters.

[66]  Chun-Hung Liu,et al.  Coverage Analysis for Dense Heterogeneous Networks with Cooperative NOMA , 2020, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

[67]  Robert Schober,et al.  Coverage and Rate Analysis of Millimeter Wave NOMA Networks With Beam Misalignment , 2018, IEEE Transactions on Wireless Communications.

[68]  Jinjin Men,et al.  Non-Orthogonal Multiple Access for Multiple-Antenna Relaying Networks , 2015, IEEE Communications Letters.

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

[70]  Yoshihisa Kishiyama,et al.  Non-Orthogonal Access with Random Beamforming and Intra-Beam SIC for Cellular MIMO Downlink , 2013, 2013 IEEE 78th Vehicular Technology Conference (VTC Fall).

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

[72]  H. Vincent Poor,et al.  Relay-Aided NOMA in Uplink Cellular Networks , 2017, IEEE Signal Processing Letters.

[73]  Wei Liang,et al.  A game theory approach for user grouping in hybrid non-orthogonal multiple access systems , 2016, 2016 International Symposium on Wireless Communication Systems (ISWCS).

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

[75]  H. Vincent Poor,et al.  A General MIMO Framework for NOMA Downlink and Uplink Transmission Based on Signal Alignment , 2015, IEEE Transactions on Wireless Communications.

[76]  Qilian Liang,et al.  Cooperative Bandwidth Sharing for 5G Heterogeneous Network Using Game Theory , 2016, 2016 IEEE International Conference on Networking, Architecture and Storage (NAS).

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

[78]  Pingzhi Fan,et al.  Impact of User Pairing on 5G Non-Orthogonal Multiple Access , 2014, ArXiv.

[79]  Dong In Kim,et al.  Uplink Vs. Downlink NOMA in Cellular Networks: Challenges and Research Directions , 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

[80]  H. Vincent Poor,et al.  Random Beamforming in Millimeter-Wave NOMA Networks , 2016, IEEE Access.

[81]  Soo Young Shin,et al.  A Virtual User Pairing Scheme to Optimally Utilize the Spectrum of Unpaired Users in Non-orthogonal Multiple Access , 2016, IEEE Signal Processing Letters.

[82]  H. Vincent Poor,et al.  Securing Downlink Massive MIMO-NOMA Networks With Artificial Noise , 2019, IEEE Journal of Selected Topics in Signal Processing.

[83]  H. Vincent Poor,et al.  NOMA Assisted Wireless Caching: Strategies and Performance Analysis , 2017, IEEE Transactions on Communications.

[84]  Walid Saad,et al.  Matching theory for future wireless networks: fundamentals and applications , 2014, IEEE Communications Magazine.