mlsanityData to 14 Oct 2026

Stream-Adaptive Quantization and Power Allocation in Fronthaul-Constrained MIMO Systems

arXiv 2604.11471 ↗First posted 13 Apr 2026eess.SPcited by 1

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Abstract (arXiv)

Many wireless systems divide the baseband processing between two locations, interconnected by a fronthaul. This paper examines the impact of fronthaul quantization on multiple-input multiple-output (MIMO) systems. Starting from a Bussgang-based analysis of quantized single-input single-output (SISO) channels, we extend the framework to MIMO and derive a capacity lower bound under fronthaul quantization, where the receive combining is performed before the quantization. To maximize the sum rate, we propose a joint bit and power allocation (JBP-Alloc) scheme that efficiently distributes fronthaul bits and transmit power across active data streams. Asymptotic analysis shows that uniform bit allocation becomes optimal at high SNR. Numerical results confirm that JBP-Alloc outperforms uniform allocation and quantization-unaware water-filling, and achieves the same performance as Greedy bit allocation but with substantially lower computational complexity.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 13 Apr 2026.

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