研究目的
To maximize the weighted sum rate of ultra-dense C-RANs under realistic fronthaul capacity constraints, considering non-coherent transmission and imperfect CSI.
研究成果
The non-coherent transmission scheme in ultra-dense C-RANs significantly outperforms its coherent counterpart in low fronthaul capacity regimes, making it particularly suitable for mmWave fronthaul links with stringent capacity requirements. The proposed SCA algorithm converges rapidly and efficiently solves the optimization problem.
研究不足
The study assumes perfect SIC and no error propagation, which may not hold in practical scenarios. Additionally, the impact of the number of transmit antennas on performance gains is marginal beyond a certain point.
1:Experimental Design and Method Selection:
The study focuses on optimizing beam-vectors for non-coherent transmission in ultra-dense C-RANs, incorporating fronthaul capacity constraints and imperfect CSI.
2:Sample Selection and Data Sources:
Simulation parameters include a C-RAN network covering a 600 m × 600 m area with randomly generated RRHs and UEs.
3:List of Experimental Equipment and Materials:
Not explicitly mentioned.
4:Experimental Procedures and Operational Workflow:
The methodology involves deriving closed-form expressions for achievable data rates, approximating l0-norm constraints with reweighted l1-norm, and developing a low-complexity SCA algorithm.
5:Data Analysis Methods:
Performance is evaluated through simulation results comparing coherent and non-coherent transmission schemes under various fronthaul capacity constraints.
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