Joint Quantized Precoding and Bit Allocation for Fronthaul-Constrained Cell-Free Massive MIMO
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Abstract (arXiv)
We study quantization-aware precoding for the downlink of cell-free massive MIMO systems with limited-resolution fronthaul. In such systems, the centrally designed precoder must be quantized before being conveyed to distributed access points (APs), creating a strong coupling between precoder design and fronthaul compression. To capture this effect, we develop an end-to-end signal model based on Bussgang decomposition, where the quantization distortion depends explicitly on the precoder coefficients. Building on this model, we formulate a joint precoding and bit allocation problem under per-AP power constraints and a total fronthaul bit budget. We propose an efficient block coordinate descent algorithm that iteratively updates the precoder, receive scaling, and distortion levels. Numerical results demonstrate that the proposed method significantly outperforms uniform bit allocation and quantization-unaware precoding schemes, particularly in fronthaul-limited regimes.
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References · 5
- 2021Foundations of User-Centric Cell-Free Massive MIMOcited by 17
- 2022Optimized Precoding for MU-MIMO With Fronthaul Quantizationcited by 4
- 2024Meta-Heuristic Fronthaul Bit Allocation for Cell-free Massive MIMO Systemscited by 2
- 2026Quantized Precoding for Maximizing Sum Rate in MU-MIMO Systems with Constrained Fronthaulcited by 1
- 2026Stream-Adaptive Quantization and Power Allocation in Fronthaul-Constrained MIMO Systemscited by 1
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- 2026Fronthaul-Efficient Cell-Free Massive MIMO via Stream-Adaptive Resolution Control ↗
- 2024Fronthaul Quantization-Aware MU-MIMO Precoding for Sum Rate Maximization
- 2022Quantisation-aware Precoding for MU-MIMO with Limited-capacity Fronthaul
- 2024Joint Sequential Fronthaul Quantization and Hardware Complexity Reduction in Uplink Cell-Free Massive MIMO Networks
- 2025Optimizing Fronthaul Quantization for Flexible User Load in Cell-Free Massive MIMO
- 2025Green One-Bit Quantized Precoding in Cell-Free Massive MIMO ↗