IP Library Granted Patent US 12,438,599
Granted Patent B2
US 12,438,599 · App. 18/122,546 · Granted Oct 7, 2025

System and method for radio frequency fingerprint profile generation via airborne radios

Inventors: Rhishi Pratap Singh (Kanpur, IN); Subramanian Ramasamy (Bangalore, IN); Souparno Sengupta (Bangalore, IN); Santosh Multhalli (Hyderabad, IN)
Assignee: Rockwell Collins, Inc.
H04B7/18506H04B7/18513
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,438,599
App. No.
18/122,546
Granted
Oct 7, 2025
Kind
B2
Abstract

A system for airborne radio frequency (RF) profiling receives a satellite-based (e.g., GNSS) absolute position of an aircraft including at least latitude and longitude at a timestamp, and an aircraft altitude (baro/radio). The system determines a VHF omnidirectional range (VOR)/distance measuring equipment (DME) position fix of the aircraft relative to a VOR/DME ground station. Further, the system receives one or more avionics communication link identifier based on a link to an identified station established by an onboard avionics radio and a link quality indicator (e.g., received signal strength). Avionics links may include high-altitude HF/VHF or low-altitude cellular links, or a combination of both. Based on the available links and link quality identifiers at a given position and a given time, the system generates an RF profile corresponding to that position, which may be downloaded for future use by other aircraft to validate or invalidate a GNSS-based aircraft position.

Claims (52)

1. A system for airborne radio frequency (RF) profile generation, comprising: at least one processor communicatively coupled to one or more avionics systems aboard an aircraft, the at least one processor configured to: receive at least one absolute position of the aircraft generated by a satellite-based navigational receiver of the aircraft, the absolute position including at least a timestamp, a latitude, and a longitude; receive, from an aircraft-based altimeter, at least one altitude of the aircraft: receive, from a navigational system of the aircraft, at least one VOR/DME position fix including at least one of:

a bearing angle of the aircraft corresponding to a VHF (Very High Frequency) omnidirectional range (VOR)/Distance Measuring Equipment (DME) ground station;

or

a distance between the aircraft and the VOR/DME ground station: receive, from a communications management unit (CMU) of the

aircraft, at least one avionics communication link identifier comprising:

a station identifier (SID) corresponding to a ground control station configured for establishing a communications link to the aircraft:

and

a link quality indicator indicative of a signal strength of the communications link; and generate at least one RF profile corresponding to each absolute

position by correlating the altitude, the VOR/DME position fix, and the

avionics communication link identifier associated with the timestamp of the absolute position; and at least one memory coupled to the processor, the memory configured for

storage of the generated RF profile.

2. The system of claim 1 , wherein the communications link includes at least one high-altitude communications link selected from a group including:

a satellite-based communications (satcom) link relayed between the aircraft and the ground control station by one or more communications satellites;

a very high frequency (VHF) communications link between the aircraft and a ground control station within visual line of sight (VLOS) of the aircraft via one or more channels associated with a frequency between 30 and 300 MHz;

and

a high frequency (HF) communications link between the aircraft and a ground control station beyond VLOS of the aircraft via one or more channels associated with a frequency between 2 and 30 MHz.

3. The system of claim 1 , wherein the communications link includes at least one cellular communications link between the aircraft and at least one ground-based cellular control station.

4. The system of claim 1 , wherein the at least one memory is configured for storage of at least one route profile comprising a sequence of two or more generated RF profiles corresponding to a flight path flown by the aircraft.

5. The system of claim 1 , wherein the at least one processor is further configured to:

retrieve from the memory at least one reference RF profile corresponding to the absolute position;

and

determine a validity of the absolute position by comparing the at least one RF profile to the at least one reference RF profile.

6. The system of claim 5 , wherein the at least one processor is configured to validate the absolute position based on a similarity of the at least one reference RF profile and the at least one RF profile.

7. The system of claim 5 , wherein the at least one processor is configured to invalidate the absolute position based on a deviation of the at least one RF profile from the at least one reference RF profile to at least a threshold level.

8. The system of claim 1 , wherein the altitude includes at least one of:

a barometric altitude;

or

a radio altitude.

9. A method for aircraft-based radio frequency (RF) profiling, the method comprising:

receiving, via a positioning system of an aircraft, a plurality of positioning signals from a plurality of navigational satellites;

determining, via the positioning system and based on the plurality of positioning signals, an absolute position of the aircraft, the absolute position comprising a latitude, a longitude, and a timestamp;

determining, via an aircraft-based altimeter, an altitude of the aircraft associated with the timestamp;

receiving, via the positioning system and from a VHF (Very High Frequency) omnidirectional range (VOR)/distance measuring equipment (DME) ground station, at least one VOR/DME position fix, each position fix including at least one of 1) a bearing angle of the aircraft relative to the VOR/DME ground station or 2) a distance between the aircraft and the VOR/DME ground station;

receiving, from a communications management unit (CMU) of the aircraft, at least one avionics communications link identifier including 1) a station identifier (SID) corresponding to a ground control station configured for establishing an avionics communications link to the aircraft and 2) a link quality indicator indicative of a signal strength of the avionics communications link;

generating an RF profile corresponding to the absolute position by correlating the altitude, the VOR/DME position fix, and the avionics communication link identifier associated with the timestamp of the absolute position;

retrieving, from a memory coupled to the positioning system, at least one reference RF profile generated prior to the timestamp and corresponding to the latitude and the longitude of the absolute position;

and

determining, via the positioning system, a validity of the absolute position by comparing the generated RF profile and the at least one reference RF profile.

10. The method of claim 9 , wherein determining, via the positioning system, a validity of the absolute position by comparing the generated RF profile and the at least one reference RF profile includes:

validating the absolute position based on a similarity of the generated RF profile and the at least one reference RF profile.

11. The method of claim 9 , wherein determining, via the positioning system, a validity of the absolute position by comparing the generated RF profile and the at least one reference RF profile includes:

invalidating the absolute position based on a deviation of the generated RF profile from the at least one reference RF profile to at least a threshold level.

12. The method of claim 9 , wherein determining, via the positioning system, an altitude of the aircraft associated with the timestamp includes:

determining, via at least one of a barometric altimeter or a radio altimeter, an altitude of the aircraft associated with the timestamp.

13. The method of claim 9 , wherein receiving, from a CMU of the aircraft, at least one avionics communications link identifier including 1) a station identifier (SID) corresponding to a ground control station configured for establishing an avionics communications link to the aircraft and 2) a link quality indicator indicative of a signal strength of the avionics communications link includes:

receiving at least one avionics communications link identifier associated with a high-altitude communications link selected from a group including:

a satellite-based communications (satcom) link relayed between the aircraft and the ground control station by one or more communications satellites;

a very high frequency (VHF) communications link between the aircraft and a ground control station within the aircraft's visual line of sight (VLOS) via one or more channels associated with a frequency between 30 and 300 MHz;

and

a high frequency (HF) communications link between the aircraft and a ground control station beyond the aircraft's VLOS via one or more channels associated with a frequency between 2 and 30 MHz.

14. The method of claim 9 , wherein receiving, from a CMU of the aircraft, at least one avionics communications link identifier including 1) a station identifier (SID) corresponding to a ground control station configured for establishing an avionics communications link to the aircraft and 2) a link quality indicator indicative of a signal strength of the avionics communications link includes:

receiving at least one avionics communications link identifier associated with a cellular communications link between the aircraft and at least one ground-based cellular control station.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 14, 2023
From: ROCKWELL COLLINS (INDIA) ENTERPRISES PRIVATE LIMITED
To: ROCKWELL COLLINS, INC.
Reel/Frame 063946/0803 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 16, 2023
From: SINGH, RHISHI PRATAP; RAMASAMY, SUBRAMANIAN; SENGUPTA, SOUPARNO; MULTHALLI, SANTOSH
To: ROCKWELL COLLINS (INDIA) ENTERPRISES PRIVATE LIMITED
Reel/Frame 063006/0540 →
Priority Claims (1)
IN 202211038004 · Jul 1, 2022 · national
Continuity (1)
Related Publication 20240007179A1 · Jan 4, 2024
References Cited (23)
US 8611922B2 · Wigren et al. · 2013 [cited by applicant]
US 9107178B2 · Sydir et al. · 2015 [cited by applicant]
US 9466881B1 · Berry et al. · 2016 [cited by applicant]
US 9594149B2 · Siomina et al. · 2017 [cited by applicant]
US 9609615B2 · Jung · 2017 [cited by applicant]
US 9689686B1 · Carmack et al. · 2017 [cited by applicant]
US 9725171B1 · Carmack et al. · 2017 [cited by applicant]
US 9847033B1 · Carmack et al. · 2017 [cited by applicant]
US 10466700B1 · Carmack et al. · 2019 [cited by applicant]
US 10505622B1 · Stein · 2019 [cited by examiner]
US 10979876B2 · Alexander et al. · 2021 [cited by applicant]
US 11026242B2 · Wigren et al. · 2021 [cited by applicant]
US 11313974B2 · Savoy, Jr. et al. · 2022 [cited by applicant]
US 20120265374A1 · Yochum · 2012 [cited by examiner]
US 20170219685A1 · Chikkappa · 2017 [cited by applicant]
US 20180047295A1 · Ricci · 2018 [cited by examiner]
US 20190278302A1 · Sundaresan et al. · 2019 [cited by applicant]
US 20210116558A1 · Chan · 2021 [cited by examiner]
US 20210225181A1 · Feyereisen · 2021 [cited by examiner]
US 20220066044A1 · McDonald et al. · 2022 [cited by applicant]
US 20230358883A1 · Lebrat · 2023 [cited by examiner]
Extended European Search Report dated Dec. 26, 2023; European Application No. 23182875.7. [cited by applicant]
Jorge Pereira et al. “Dual use CNS boosts civil-military interoperability”, 2018 Integrated Communications, Navigation, Surveillance Conference (ICNS), IEEE, Apr. 10, 2018. [cited by applicant]