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Implementation of an Adaptive Transformer Accelerator for Accurate Outdoor Localization with Massive MIMO

Yaman, Ilayda et al.
arXiv (OAI Expanded) · Papers
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hardware-architecture
We present a sparsity-aware FPGA implementation of an adaptive Transformer-based localization accelerator for 5G massive MIMO targeting sub-10\,ms real-time positioning. The architecture exploits propagation characteristics, where beam-delay channel representations exhibit sparsity, enabling a row-w
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