| CPC G01S 11/02 (2013.01) [H04W 24/08 (2013.01)] | 20 Claims |

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1. A method for performing multi-carrier phase-based ranging between a first radio and a second radio, the method comprising:
calculating first squared channel responses based on channel measurements between the first radio and the second radio, the first squared channel responses corresponding to available carriers within a measurement band that has a band gap having one or more unusable carriers, the one or more unusable carriers being unusable for calculating the first squared channel responses;
estimating, via a trained neural network, second squared channel responses for the one or more unusable carriers based on the first squared channel responses of the available carriers adjacent to the band gap; and
estimating a distance between the first radio and the second radio based on the first squared channel responses and the second squared channel responses.
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