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@ -7,6 +7,7 @@ import { container } from "tsyringe";
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import { LocationService } from "../services/locationService";
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import { WifiScanService } from "../services/wifiScanService";
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import { getLocationForWifiMemoized } from "../proxy/wigle";
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import { WifiScan } from "../models/wifiScan";
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const locationService = container.resolve(LocationService);
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const wifiScanService = container.resolve(WifiScanService);
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@ -54,47 +55,52 @@ const CalculateWifiLocation = async (event: TtnMessageReceivedEvent) => {
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console.log("No WiFi scans received!")
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} else {
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// Process Wi-Fi data to compute weighted location
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const wifiScans = await Promise.all(
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let wifiScans = await Promise.all(
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event.wifis.map(async (wifi) => {
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// Create new WiFi Scan entry if wigle.net reported location
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const apiResponse = await getLocationForWifiMemoized(wifi.mac);
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return {
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lp_ttn_end_device_uplinks_id: event.lp_ttn_end_device_uplinks_id,
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mac: wifi.mac,
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rssi: wifi.rssi,
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latitude: apiResponse?.results[0]?.trilat,
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longitude: apiResponse?.results[0]?.trilong,
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};
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const apiResponse = await getLocationForWifiMemoized(wifi.mac);;
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// Only return valid data wifiScans (location for MAC was found)
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if ((apiResponse?.success == true) && (apiResponse.totalResults > 0)) {
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return {
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lp_ttn_end_device_uplinks_id: event.lp_ttn_end_device_uplinks_id,
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mac: wifi.mac,
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rssi: wifi.rssi,
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latitude: apiResponse?.results[0].trilat,
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longitude: apiResponse?.results[0].trilong,
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}
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}
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return undefined;
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})
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);
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await wifiScanService.createWifiScans(wifiScans);
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const wifiScansFiltered = wifiScans.filter(w => (w !== undefined));
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const { totalWeight, weightedLatitude, weightedLongitude } =
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wifiScans.reduce(
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(acc, { latitude, longitude, rssi }) => {
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if (latitude && longitude && rssi !== 0) {
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// Store valid wifiScans into DB
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const locatedWifiScans = await wifiScanService.createWifiScans(wifiScansFiltered);
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if (locatedWifiScans.length !== 0) {
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const { totalWeight, weightedLatitude, weightedLongitude } =
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locatedWifiScans.reduce(
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(acc, { latitude, longitude, rssi }) => {
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const weight = 1 / Math.abs(rssi);
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acc.totalWeight += weight;
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acc.weightedLatitude += latitude * weight;
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acc.weightedLongitude += longitude * weight;
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return acc;
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},
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{
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totalWeight: 0,
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weightedLatitude: 0,
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weightedLongitude: 0,
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}
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);
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return acc;
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},
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{
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totalWeight: 0,
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weightedLatitude: 0,
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weightedLongitude: 0,
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}
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);
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// Calculate the weighted average to get the virtual location
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virtualLocation.latitude = weightedLatitude / totalWeight;
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virtualLocation.longitude = weightedLongitude / totalWeight;
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// Calculate the weighted average to get the virtual location
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virtualLocation.latitude = weightedLatitude / totalWeight;
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virtualLocation.longitude = weightedLongitude / totalWeight;
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console.log("Tracker location based on WiFi Scan location:", virtualLocation);
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console.log("Tracker location based on WiFi Scan location:", virtualLocation);
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}
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}
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return {
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wifi_latitude: virtualLocation.latitude,
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