Journal
IEEE COMMUNICATIONS LETTERS
Volume 22, Issue 3, Pages 574-577Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LCOMM.2017.2773088
Keywords
Cutting-set method; multiple-input-multiple-output (MIMO); non-orthogonal multiple access (NOMA)
Categories
Funding
- National Natural Science Foundation of China [61672549, 61472458]
- Guangdong Natural Science Foundation [2014A030311032, 2014A030313111, 2014A030310374, 2015A030310264, 2017A030310639]
- Guangzhou Science and Technology Program [201607010098]
- Guangzhou Education Bureau Science and Technology Project [1201630400]
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In this letter, we investigate robust beamforming design problem in downlink multiple-input-multiple-output non-orthogonal multiple access networks considering worst-case channel uncertainties, where worst-case means the channel uncertainties among all of them provide us the worst system performance. We propose to solve the problem using cutting-set method. The proposed cutting-set method consists of alternating optimization and pessimization steps. In the optimization step, we maximize the worst-case achievable rate of a user under worst-case achievable rate constraints of other users given finite subset of channel uncertainties. In the pessimization step, we determine the worst-case channel uncertainties. It is shown through simulation results that our proposed robust design is superior to non-robust one.
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