Systems and methods for locating ground and air radio antennae for ground-to-air and air-to-air communications networks
The present disclosure provides a method and a system for determining locations of telecommunication ground stations. In one aspect, the method includes creating heat map data set representing air traffic volume at grid units of a geographic region, determining a ground station location at one of the grid units having air traffic volume greater than that of others of the grid units, modifying the heat map data by excluding data representing one or more of the grid units surrounding the ground station location, and repeating the determining and modifying steps until a predetermined quantity of ground station locations is determined.
1. A method for managing a mobile mesh network including a plurality of aircraft and ground stations of an air-to-ground (ATG) network, the method comprising:
determining a location and corresponding coverage area for a plurality of ground stations defining coverage areas that have at least some gaps therebetween;
passively observing flight path trajectories of a plurality of aircraft and assigning a mobile coverage area to at least some of the corresponding flight path trajectories based on association of the corresponding flight path trajectories to the at least some gaps;
determining a probabilistic effect on network connectivity and bandwidth of the flight path trajectories; and
actively or passively positioning aerial assets relative to the at least some gaps to maintain a threshold level of network performance.
2. The method of claim 1 , wherein assigning the mobile coverage area comprises defining a halo of a predetermined distance around aircraft that are part of the mobile mesh network.
3. The method of claim 2 , wherein actively positioning the aerial asset comprises actively commanding a trajectory of one or more aircraft in order to maintain uniform levels of network connectivity and bandwidth while maintaining air traffic safety objectives.
4. The method of claim 2 , wherein the halo is displayed with a distinct color indicative of which one of the ground stations is most likely to serve an aircraft associated with the halo.
5. The method of claim 2 , wherein assigning the mobile coverage area comprises defining the halo as a moving area associated with predicted future positions of an aircraft associated with the halo based on a predicted flight path of the aircraft associated with the halo.
6. The method of claim 5 , wherein the predicted flight path is determined based on air traffic data including an origin and destination of a flight associated with the aircraft.
7. The method of claim 1 , further comprising:
dividing a geographic area into a plurality of grid squares;
counting a number of hits for each grid square based on a number of flights having a trajectory within a predetermined communication distance of the each grid square; and
determining air traffic volume based on the number of hits.
8. The method of claim 7 , wherein counting the number of hits further comprises incrementing the number of hits based on flights having a halo of a predefined distance around an aircraft associated with the halo that intersects with the each grid square.
9. The method of claim 1 , wherein maintaining the threshold level of network performance comprises maintaining uniform levels of network connectivity and bandwidth by maintaining network switching speeds.
10. The method of claim 1 , wherein maintaining the threshold level of network performance comprises maintaining uniform levels of network connectivity and bandwidth by maintaining a latency value or a given budget for network switching speed.
11. A network managing device for managing a mobile mesh network including a plurality of aircraft and ground stations of an air-to-ground (ATG) network, the device comprising processing circuitry configured to:
determine a location and corresponding coverage area for a plurality of ground stations defining coverage areas that have at least some gaps therebetween;
passively observe flight path trajectories of a plurality of aircraft and assign a mobile coverage area to at least some of the corresponding flight path trajectories based on association of the corresponding flight path trajectories to the at least some gaps;
determine a probabilistic effect on network connectivity and bandwidth of the flight path trajectories; and
actively or passively position aerial assets relative to the at least some gaps to maintain a threshold level of network performance.
12. The network managing device of claim 11 , wherein assigning the mobile coverage area comprises defining a halo of a predetermined distance around aircraft that are part of the mobile mesh network.
13. The network managing device of claim 12 , wherein actively positioning the aerial asset comprises actively commanding a trajectory of one or more aircraft in order to maintain uniform levels of network connectivity and bandwidth while maintaining air traffic safety objectives.
14. The network managing device of claim 12 , wherein the halo is displayed with a distinct color indicative of which one of the ground stations is most likely to serve an aircraft associated with the halo.
15. The network managing device of claim 12 , wherein assigning the mobile coverage area comprises defining the halo as a moving area associated with predicted future positions of an aircraft associated with the halo based on a predicted flight path of the aircraft associated with the halo.
16. The network managing device of claim 15 , wherein the predicted flight path is determined based on air traffic data including an origin and destination of a flight associated with the aircraft.
17. The network managing device of claim 11 , wherein the device is further configured for:
dividing a geographic area into a plurality of grid squares;
counting a number of hits for each grid square based on a number of flights having a trajectory within a predetermined communication distance of the each grid square; and
determining air traffic volume based on the number of hits.
18. The network managing device of claim 17 , counting the number of hits further comprises incrementing the number of hits based on flights having a halo of a predefined distance around an aircraft associated with the halo that intersects with the each grid square.
19. The network managing device of claim 11 , wherein maintaining the threshold level of network performance comprises maintaining uniform levels of network connectivity and bandwidth by maintaining network switching speeds.
20. The network managing device of claim 11 , wherein maintaining the threshold level of network performance comprises maintaining uniform levels of network connectivity and bandwidth by maintaining a latency value or a given budget for network switching speed.