研究目的
Investigating the potential of hybrid MIMO architectures based on switching networks for millimeter wave communications to reduce complexity and power consumption compared to phase shifter-based architectures.
研究成果
Architectures based on switches achieve similar or better channel estimation performance than phase shifter-based architectures with reduced hardware complexity and power consumption. For equal power consumption, all hybrid architectures provide similar spectral efficiencies.
研究不足
The study focuses on theoretical analysis and simulations; practical implementation challenges and real-world performance are not addressed. The power consumption model is based on approximations from recent RF circuit designs.
1:Experimental Design and Method Selection:
The study compares hybrid architectures based on phase shifters and switches through theoretical analysis and numerical simulations.
2:Sample Selection and Data Sources:
Uses simulated MIMO channel models for millimeter wave communications.
3:List of Experimental Equipment and Materials:
Analyzes power consumption models and hardware components like phase shifters, switches, LNAs, and ADCs.
4:Experimental Procedures and Operational Workflow:
Proposes and evaluates channel estimation techniques and hybrid combiner designs for different architectures.
5:Data Analysis Methods:
Uses normalized mean squared error (NMSE) for channel estimation performance and spectral efficiency for system performance.
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