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Linear Detection in One-Bit Mixed-ADC Massive MIMO: Insights into Performance and Energy Efficiency

Linear Detection in One-Bit Mixed-ADC Massive MIMO: Insights into Performance and Energy Efficiency

Đặng Ngọc Hùng

Mixed-ADC architectures are a promising solution to reduce power consumption in massive MIMO systems, yet their efficiency depends critically on the balance between one-bit and high-resolution ADCs. This paper develops a formal multi- objective framework to jointly analyze the trade-off between sum-rate and energy efficiency (EE). Through Pareto-front analysis, we identify a phenomenon termed Pareto Front Degeneration, observed in high-resolution configurations. Simulation results show that, at the knee points, the Mixed-ADC 1-vs-3 system (1-bit + 3-bit ADCs) achieves superior performance, with throughput gains of 5.5% over 1-vs-4 and 9.1% over 1-vs-5, together with nearly double the EE at high SNRs. These findings establish the 1-vs-3 configuration with a 40-50% mixing ratio as a practical operating point for energy-efficient massive MIMO design.

Xuất bản trên:

Linear Detection in One-Bit Mixed-ADC Massive MIMO: Insights into Performance and Energy Efficiency

Ngày đăng:

2025

DOI:


Nhà xuất bản:

Địa điểm:


Từ khoá:

Mixed-ADC; One-bit ADC; Multi-objective Optimization; Linear Detection; Pareto Analysis