Paper Info
Title
Power and Channel Allocation for Non-orthogonal Multiple Access in 5G Systems: Tractability and Computation.
Abstract
A promising multi-user access scheme, non-orthogonal multiple access (NOMA) with successive interference cancellation (SIC), is currently under consideration for 5G systems. NOMA allows more than one user to simultaneously access the same frequency-time resource and separates multi-user signals by SIC. These render resource optimization in NOMA different from orthogonal multiple access. We provide theoretical insights and algorithmic solutions to jointly optimize power and channel allocation in NOMA. We mathematically formulate NOMA resource allocation problems, and characterize and analyze the problems’ tractability under a range of constraints and utility functions. For tractable cases, we provide polynomial-time solutions for global optimality. For intractable cases, we prove the NP-hardness and propose an algorithmic framework combining Lagrangian duality and dynamic programming to deliver near-optimal solutions. To gauge the performance of the solutions, we also provide optimality bounds on the global optimum. Numerical results demonstrate that the proposed algorithmic solution can significantly improve the system performance in both throughput and fairness over orthogonal multiple access as well as over a previous NOMA resource allocation scheme.
Year
DOI
Venue
2016
10.1109/TWC.2016.2616310
IEEE Trans. Wireless Communications
Keywords
DocType
Volume
NOMA,Resource management,Silicon carbide,Interference,5G mobile communication,Optimization,Downlink
Journal
abs/1603.07576
Issue
ISSN
Citations 
12
1536-1276
44
PageRank 
References 
Authors
1.16
25
4
Name
Order
Citations
PageRank
Lei Lei122622.40
Di Yuan216810.92
Chin Keong Ho32956157.83
Sumei Sun41276144.61