Robust Energy-Efficient Resource Management, SIC Ordering, and Beamforming Design for MC MISO-NOMA Enabled 6G
arXiv:2101.06799 · doi:10.1109/TSP.2021.3068362
Abstract
This paper studies a novel approach for successive interference cancellation (SIC) ordering and beamforming in a multiple antennas non-orthogonal multiple access (NOMA) network with multi-carrier multi-user setup. To this end, we formulate a joint beamforming design, subcarrier allocation, user association, and SIC ordering algorithm to maximize the worst-case energy efficiency (EE). The formulated problem is a non-convex mixed integer non-linear programming (MINLP) which is generally difficult to solve. To handle it, we first adopt the linearizion technique as well as relaxing the integer variables, and then we employ the Dinkelbach algorithm to convert it into a more mathematically tractable form. The adopted non-convex optimization problem is transformed into an equivalent rank-constrained semidefinite programming (SDP) and is solved by SDP relaxation and exploiting sequential fractional programming. Furthermore, to strike a balance between complexity and performance, a low complex approach based on alternative optimization is adopted. Numerical results unveil that the proposed SIC ordering method outperforms the conventional existing works addressed in the literature.
arXiv commentMajor Revision by IEEE TSP
References in corpus (11)
- On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users
- A Minorization-Maximization Method for Optimizing Sum Rate in Non-Orthogonal Multiple Access Systems
- Globally Optimal Energy-Efficient Power Control and Receiver Design in Wireless Networks
- How Reliable and Capable is Multi-Connectivity?
- Robust Beamforming Techniques for Non-Orthogonal Multiple Access Systems with Bounded Channel Uncertainties
- Joint User Association and Resource Allocation in the Uplink of Heterogeneous Networks
- Joint Subcarrier and Power Allocation in NOMA: Optimal and Approximate Algorithms
- Optimal Joint Power and Subcarrier Allocation for Full-Duplex Multicarrier Non-Orthogonal Multiple Access Systems
- NOMA Meets Finite Resolution Analog Beamforming in Massive MIMO and Millimeter-Wave Networks
- Unveiling the Importance of SIC in NOMA Systems: Part II: New Results and Future Directions
- Joint Radio Resource Allocation and 3D Beam-forming in MISO-NOMA-based Network with Profit Maximization for Mobile Virtual Network Operators