研究目的
To study a multi-group single-carrier modulation scheme, termed flexible multi-group single-carrier (FMG-SC), which encapsulates both OFDM and SC-FDE as special cases, thus achieving more flexible rate-PAPR trade-offs between them.
研究成果
The proposed FMG-SC modulation scheme provides more flexible rate-PAPR trade-offs over existing OFDM and SC-FDE, achieving significant rate gains over SC-FDE with moderately increased PAPR. The proposed algorithms perform close to the optimal solution with substantially reduced complexity.
研究不足
The study focuses on single-user setup and assumes perfect channel state information (CSI) at the receiver. The complexity of exhaustive search for optimal subcarrier grouping is prohibitive for large N.
1:Experimental Design and Method Selection:
The study involves the design of a multi-group single-carrier modulation scheme (FMG-SC) that encapsulates both OFDM and SC-FDE as special cases. The methodology includes the theoretical models and algorithms for subcarrier grouping and power allocation optimization.
2:Sample Selection and Data Sources:
The study uses simulated frequency-selective channels with L = 8 paths and an exponential power delay profile for performance evaluation.
3:List of Experimental Equipment and Materials:
The study involves simulation setups with parameters such as N = 64 subcarriers, unless stated otherwise, and a CP length equal to L for all modulation schemes considered.
4:Experimental Procedures and Operational Workflow:
The study includes the modulation and demodulation process of the proposed FMG-SC scheme, joint subcarrier grouping and power allocation optimization, and performance evaluation through numerical simulations.
5:Data Analysis Methods:
The study uses convex optimization techniques for power allocation optimization and proposes low-complexity algorithms for subcarrier grouping design. Performance is evaluated in terms of achievable rate and PAPR.
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