LoRaWAN-Signal-Mapping/server/train-ai/DatasetFetcher.mjs

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"use strict";
import { normalise, clamp } from '../Helpers/Math.mjs';
class DatasetFetcher {
constructor({ settings, RSSIRepo }) {
this.settings = settings;
this.repo_rssi = RSSIRepo;
}
fetch(gateway_id) {
let result = [];
for(let rssi of this.repo_rssi.iterate_gateway(gateway_id) {
result.push({
input: [
normalise(rssi.latitude,
{ min: -90, max: +90 },
{ min: 0, max: 1 }
),
normalise(rssi.longitude,
{ min: -180, max: +180 },
{ min: 0, max: 1 }
)
],
output: [
clamp(normalise(rssis.rssi,
{ min: this.settings.ai.rssi_min, max: this.settings.ai.rssi_max },
{ min: 0, max: 1 }
), 0, 1)
]
});
}
return result;
}
}
export default DatasetFetcher;