CPC H04W 24/08 (2013.01) [G06N 20/00 (2019.01); H04B 17/309 (2015.01); H04W 64/003 (2013.01)] | 2 Claims |
1. A system for filling in gaps in sampled signal data, comprising:
a computing device comprising a memory and a processor; and
a data interpolator, comprising a plurality of programming instructions stored in the memory of, and operating on the processor of, the computing device, wherein the plurality of programming instructions, when operating on the processor, cause the computing device to:
receive signal information samples for one or more signals;
combine the signal information samples in the frequency domain using a statistical technique rather than a measured value of the data sample to obtain a frequency domain statistical value;
fill in missing data in the signal information samples by applying an interpolation technique based on the statistical values; and
where applicable, apply a reverse propagation model using the statistical values to determine transmitter antenna patterns for the one or more signals, and use the statistical values to improve propagation models.
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