Satellite automatic identification system (AIS) for estimating position of potential spoofing maritime vessels and related methods
A satellite Automatic Identification System (AIS) is for tracking a plurality of maritime vessels. The AIS may include a ground AIS server and a constellation of Low-Earth Orbit (LEO) satellites in communication with the ground AIS server. Each LEO satellite may include an AIS payload configured to receive AIS messages from the plurality of maritime vessels and determine therefrom reported vessel position data, determine actual signal arrival measurements for the AIS messages, and determine a potential spoofing maritime vessel based upon the reported vessel position data and actual signal arrival measurements and send a potential spoof alert to the ground AIS server. The ground AIS server may be configured to perform time sequenced pairwise differential calculations of the actual signal arrival measurements from at least one of the AIS payloads and for the potential spoofing maritime vessel to estimate a position of the potential spoofing maritime vessel.
1. A satellite Automatic Identification System (AIS) for tracking a plurality of maritime vessels, the AIS comprising:
a ground AIS server; and
a constellation of Low-Earth Orbit (LEO) satellites in communication with the ground AIS server, each LEO satellite having respective LEO satellite ephemeris data associated therewith, each LEO satellite comprising an AIS payload configured to
receive AIS messages from the plurality of maritime vessels and determine therefrom reported vessel position data,
determine actual signal arrival measurements for the AIS messages,
determine a potential spoofing maritime vessel based upon the reported vessel position data and the actual signal arrival measurements, and
send a potential spoof alert along with the actual signal arrival measurements for the potential spoofing maritime vessel to the ground AIS server, and withholding sending actual signal arrival measurements to the ground AIS server for AIS messages absent a determination of a potential spoofing maritime vessel associated therewith;
the ground AIS server configured to
receive the actual signal arrival measurements for the potential spoofing maritime vessel,
perform time sequenced pairwise differential calculations of the received actual signal arrival measurements from at least one of the AIS payloads and for the potential spoofing maritime vessel, and
estimate a position of the potential spoofing maritime vessel based upon the time sequenced pairwise differential calculations and the respective satellite ephemeris data.
2. The satellite AIS of claim 1 wherein the actual signal arrival measurements comprise actual frequency of arrival (FOA) measurements.
3. The satellite AIS of claim 1 wherein the actual signal arrival measurements comprise actual time of arrival (TOA) measurements.
4. The satellite AIS of claim 1 wherein each of the AIS payloads determines the potential spoofing maritime vessel based upon a difference between a corresponding expected signal arrival measurement and an actual signal arrival measurement for the AIS messages.
5. The satellite AIS of claim 1 wherein the ground AIS server is configured to determine the estimated position of the potential spoofing maritime vessel further based upon expected signal arrival measurements and the received actual signal arrival measurements associated with the plurality of AIS messages.
6. The satellite AIS of claim 5 wherein the ground AIS server is configured to determine the estimated position of the potential spoofing maritime vessel further based upon a nonlinear least squares algorithm applied to a sequence of measurements of the received actual signal arrival measurements.
7. The satellite AIS of claim 1 wherein the maritime vessels have different vessel categories associated therewith; and wherein each AIS payload determines the potential spoofing maritime vessel based upon the different vessel categories.
8. A method for tracking a plurality of maritime vessels using a satellite Automatic Identification System (AIS) comprising a ground AIS server and a constellation of Low-Earth Orbit (LEO) satellites in communication with the ground AIS server with each LEO satellite having respective LEO satellite ephemeris data associated therewith and comprising an AIS payload, the method comprising:
at each AIS payload,
receiving AIS messages from the plurality of maritime vessels and determine therefrom reported vessel position data,
determining actual signal arrival measurements for the AIS messages,
determining a potential spoofing maritime vessel based upon the reported vessel position data and the actual signal arrival measurements, and
sending a potential spoof alert along with the actual signal arrival measurements for the potential spoofing maritime vessel to the ground AIS server only when a potential spoofing maritime vessel is determined; and
at the ground AIS server and when the potential spoof alert is sent
receiving the actual signal arrival measurements for the potential spoofing maritime vessel,
performing time sequenced pairwise differential calculations of the received actual signal arrival measurements from at least one of the AIS payloads and for the potential spoofing maritime vessel, and
estimating a position of the potential spoofing maritime vessel based upon the time sequenced pairwise differential calculations and the respective satellite ephemeris data.
9. The method of claim 8 wherein the actual signal arrival measurements comprise actual frequency of arrival (FOA) measurements.
10. The method of claim 8 wherein the actual signal arrival measurements comprise actual time of arrival (TOA) measurements.
11. The method of claim 8 wherein determining the potential spoofing maritime vessel comprises determining the potential spoofing maritime vessel based upon a difference between a corresponding expected signal arrival measurement and an actual signal arrival measurement for the AIS messages.
12. The method of claim 8 wherein estimating comprises estimating the position of the potential spoofing maritime vessel further based upon expected signal arrival measurements and the received actual signal arrival measurements associated with the plurality of AIS messages.
13. The method of claim 8 wherein the maritime vessels have different vessel categories associated therewith; and wherein determining the potential spoofing maritime vessel comprises determining the potential spoofing maritime vessel based upon the different vessel categories.