wiki:Datasets/PA_Canceller_Dataset

Introduction

This dataset is associated with our work published in WiNTECH 2025. Please cite our work if you use it.

  1. Hermstein, A. Kwak, M. Kohli, and G. Zussman, “Real-time RF canceler tuning in practical full-duplex radios,” in Proc. ACM Mobi Com’25 Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH’25), 2025.

Phase and Amplitude Based Canceller Performance Dataset

This dataset contains the performance of the P&A-based canceller across numerous environments. Data collections are still underway. There are preliminary collections below.

Dataset 1: Canceller performance across 30 environments

  • This dataset contains the canceller performance across 30 environments. For each location, we provide a triplet of the self-interference channel estimate (CSI), residual self-interference (RSI) across all configurations, and the optimal configuration (attenuation and phase setting).
  • Each triplet is a Python dictionary with keys "csi", "rsi", "opt_cfg" saved as a .pkl file that can be read with the pickle Python package.
Last modified 22 hours ago Last modified on Nov 4, 2025, 3:57:18 AM
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