Plot points from radar rx/tx in cesium

api/map/main.js

@@ -133,3 +133,110 @@ var viewer = new Cesium.Viewer("cesiumContainer", {
 	selectionIndicator: false
 });
 
+/**
+ * @brief Adds a point to Cesium viewer with specified parameters.
+ * @param {number} latitude - The latitude of the point in degrees.
+ * @param {number} longitude - The longitude of the point in degrees.
+ * @param {number} altitude - The altitude of the point in meters.
+ * @param {string} pointName - The name of the point.
+ * @param {string} pointColor - The color of the point in CSS color string format.
+ * @param {number} timestamp - The timestamp in UNIX milliseconds indicating when the point was added.
+ * @returns {Entity} The Cesium Entity representing the added point.
+ */
+ function addPoint(latitude, longitude, altitude, pointName, pointColor, pointSize, type, timestamp) {
+  // Convert latitude, longitude, altitude to Cartesian coordinates (ECEF)
+  const position = Cesium.Cartesian3.fromDegrees(longitude, latitude, altitude);
+
+  // Create a point entity
+  const pointEntity = viewer.entities.add({
+      position,
+      point: {
+          color: Cesium.Color.fromCssColorString(pointColor),
+          pixelSize: pointSize,
+      },
+      label: (type === "radar") ? {
+          text: pointName,
+          showBackground: true,
+          backgroundColor: Cesium.Color.BLACK,
+          font: '14px sans-serif',
+          pixelOffset: new Cesium.Cartesian2(0, -20),
+      } : undefined,
+      properties: {
+          timestamp,
+          type,
+      },
+  });
+
+  return pointEntity;
+}
+
+window.addEventListener('load', function () {
+
+  // add radar points
+  const radar_names = new URLSearchParams(
+    window.location.search).get('url').split('&');
+  var radar_config_url = radar_names.map(
+    url => `http://${url}/api/config`);
+  if (this.window.location.protocol === "https:") {
+    radar_config_url = radar_config_url.map(
+      url => url.replace(/^http:/, 'https:'));
+  }
+  var style_radar = {};
+  style_radar.color = 'rgba(0, 0, 0, 1.0)';
+  style_radar.pointSize = 10;
+  style_radar.type = "radar";
+  style_radar.timestamp = Date.now();
+  radar_config_url.forEach(url => {
+    console.log(url);
+    fetch(url)
+      .then(response => {
+        if (!response.ok) {
+          throw new Error('Network response was not ok');
+        }
+        return response.json();
+      })
+      .then(data => {
+        // add radar rx and tx
+        addPoint(
+          data.location.rx.latitude, 
+          data.location.rx.longitude, 
+          data.location.rx.altitude, 
+          data.location.rx.name, 
+          style_radar.color, 
+          style_radar.pointSize, 
+          style_radar.type, 
+          style_radar.timestamp
+        );
+        addPoint(
+          data.location.tx.latitude, 
+          data.location.tx.longitude, 
+          data.location.tx.altitude, 
+          data.location.tx.name, 
+          style_radar.color, 
+          style_radar.pointSize, 
+          style_radar.type, 
+          style_radar.timestamp
+        );
+      })
+      .catch(error => {
+        // Handle errors during fetch
+        console.error('Error during fetch:', error);
+      });
+  });
+
+  // get detection data URL
+
+  // get truth URL
+
+  // call event loop
+  event_loop();
+
+})
+
+function event_loop() {
+
+  //console.log(Date.now());
+  
+  setTimeout(event_loop, 1000);
+
+}

event/algorithm/associator/AdsbAssociator.py

@@ -4,17 +4,19 @@
 """
 
 import requests
+import math
 
 class AdsbAssociator:
 
     """
     @class AdsbAssociator
     @brief A class for associating detections of the same target.
-    @details Girst associate ADS-B truth with each radar detection.
+    @details First associate ADS-B truth with each radar detection.
     Then associate over multiple radars.
     @see blah2 at https://github.com/30hours/blah2.
     Uses truth data in delay-Doppler space from an adsb2dd server.
     @see adsb2dd at https://github.com/30hours/adsb2dd.
+    @todo Add adjustable window for associating truth/detections.
     """
 
     def __init__(self):
@@ -33,6 +35,7 @@ class AdsbAssociator:
         """
 
         assoc_detections = {}
+        assoc_detections_radar = []
 
         for radar in radar_list:
 
@@ -50,26 +53,56 @@ class AdsbAssociator:
                 except requests.exceptions.RequestException as e:
                     print(f"Error fetching data from {url}: {e}")
                     adsb_detections = None
+                    continue
 
                 # associate radar and truth
-            print(adsb_detections, flush=True)
+                assoc_detections_radar.append(self.process_1_radar(
+                  radar, radar_data[radar]["detection"], adsb_detections))
+
+          # associate detections between radars
+
+        print(assoc_detections_radar, flush=True)
 
 
 
-        #print(radar_list, flush=True)
-        #print(radar_data, flush=True)
-
-
-
-    def process_1_radar(self, radar_detections, adsb_detections):
+    def process_1_radar(self, radar, radar_detections, adsb_detections):
 
         """
         @brief Associate detections between 1 radar/truth pair.
-        @param radar_detections (str): JSON of blah2 radar detections.
-        @param adsb_detections (str): JSON of adsb2dd truth detections.
-        @return str: JSON of associated detections.
+        @details Output 1 detection per truth point.
+        @param radar (str): Name of radar to process.
+        @param radar_detections (dict): blah2 radar detections.
+        @param adsb_detections (dict): adsb2dd truth detections.
+        @return dict: Associated detections.
         """
 
+        assoc_detections = {}
+        distance_window = 10
+
+        for aircraft in adsb_detections:
+
+            if 'delay' in radar_detections:
+
+                if 'delay' in adsb_detections[aircraft] and len(radar_detections['delay']) >= 1:
+
+                    # distance from aircraft to all detections
+                    closest_point, distance = self.closest_point(
+                      adsb_detections[aircraft]['delay'], 
+                      adsb_detections[aircraft]['doppler'],
+                      radar_detections['delay'],
+                      radar_detections['doppler']
+                    )
+
+                    if distance < distance_window:
+
+                        assoc_detections[aircraft] = {
+                          'radar': radar,
+                          'delay': closest_point[0],
+                          'doppler': closest_point[1]
+                        }
+
+        return assoc_detections
+
     def generate_api_url(self, radar, radar_data):
 
         """
@@ -99,8 +132,23 @@ class AdsbAssociator:
             "&tx=" + str(tx_lat) + "," + 
             str(tx_lon) + "," + 
             str(tx_alt) +
-            "&fc=" + str(fc) +
+            "&fc=" + str(fc/1000000) +
             "&server=" + "http://" + str(adsb)
         )
 
         return api_query
+
+    def closest_point(self, x1, y1, x_coords, y_coords):
+
+        x1, y1 = float(x1), float(y1)
+        x_coords = [float(x) for x in x_coords]
+        y_coords = [float(y) for y in y_coords]
+
+        distances = [math.sqrt((x - x1)**2 + (y - y1)**2) for x, y in zip(x_coords, y_coords)]
+        min_distance_index = distances.index(min(distances))
+        
+        closest_x = x_coords[min_distance_index]
+        closest_y = y_coords[min_distance_index]
+        distance = distances[min_distance_index]
+        
+        return [closest_x, closest_y], distance

event/event.py

@@ -76,8 +76,6 @@ async def event():
             "config": radar_config[i]
         }
 
-    print(radar_dict, flush=True)
-
     # main processing
     for item in api_event: