RADIO FREQUENCY FINGERPRINTING WITHIN DYNAMIC NETWORK TOPOLOGY
A computer-implemented method comprising: receiving, by a first radio frequency (RF) receiving device, an RF data transmission from an RF transmitter; analyzing the received RF data transmission to estimate at least one RF feature; constructing, based on the at least one RF feature, an RF fingerprint of the RF transmitter which is specific to the first RF receiving device; and modifying the RF fingerprint to generate a modified RF fingerprint for use by a second RF receiving device, by applying, to the RF fingerprint, a conversion function reflecting a differential between respective contribution values associated with each of the first and second receiving devices.
1 . A system comprising:
at least one hardware processor; and
a non-transitory computer-readable storage medium having stored thereon program instructions, the program instructions executable by the at least one hardware processor to:
receive a radio frequency (RF) fingerprint of an RF transmitter, wherein said RF fingerprint is configured for use by a first RF receiving device to identify said RF transmitter, and
modify said RF fingerprint to generate a modified RF fingerprint for use by a second RF receiving device to identify said RF transmitter, by applying, to said RF fingerprint, a conversion function reflecting a differential between respective contribution values associated with each of said first and second receiving devices.
2 . The system of claim 1 , wherein said RF fingerprint is used by said first receiving device, and said modified RF fingerprint is used by said second receiving device, to perform at least one of: identifying said RF transmitter and authenticating a transmission received from said RF transmitter.
3 . The system of claim 1 , wherein said RF fingerprint of said RF transmitter is constructed based on at least one RF feature representing a carrier frequency offset (CFO) value associated with said RF transmitter.
4 . The system of claim 3 , wherein said contribution value associated with said first and second receiving devices represent a change in said RF feature resulting from one or more of: operational parameters, ambient parameters, and hardware parameters, associated with said first or second receiving device, respectively.
5 . The system of claim 4 , wherein said operational parameters and ambient parameters include at least one of: device operating temperature, connectivity state of one or more transceivers within the device, signal-to-noise ratio, channel bandwidth, a network communication channel used in transmission, ambient temperature, and ambient relative humidity.
6 . The system of claim 1 , wherein said contribution values are calculated by each of said first and second receiving devices, respectively with respect to one another.
7 . The system of claim 1 , wherein said contribution values are calculated by a third network device with respect to each of said first and second receiving devices.
8 . A computer-implemented method comprising:
receiving a radio frequency (RF) fingerprint of an RF transmitter, wherein said RF fingerprint is configured for use by a first RF receiving device to identify said RF transmitter; and
modifying said RF fingerprint to generate a modified RF fingerprint for use by a second RF receiving device to identify said RF transmitter, by applying, to said RF fingerprint, a conversion function reflecting a differential between respective contribution values associated with each of said first and second receiving devices.
9 . The computer-implemented method of claim 8 , wherein said RF fingerprint is used by said first receiving device, and said modified RF fingerprint is used by said second receiving device, to perform at least one of: identifying said RF transmitter and authenticating a transmission received from said RF transmitter.
10 . The computer-implemented method of claim 8 , wherein said RF fingerprint of said RF transmitter is constructed based on at least one RF feature representing a carrier frequency offset (CFO) value associated with said RF transmitter.
11 . The computer-implemented method of claim 10 , wherein said contribution value associated with said first and second receiving devices represent a change in said RF feature resulting from one or more of: operational parameters, ambient parameters, and hardware parameters, associated with said first or second receiving device, respectively.
12 . The computer-implemented method of claim 11 , wherein said operational parameters and ambient parameters include at least one of: device operating temperature, connectivity state of one or more transceivers within the device, signal-to-noise ratio, channel bandwidth, a network communication channel used in transmission, ambient temperature, and ambient relative humidity.
13 . The computer-implemented method of claim 8 , wherein said contribution values are calculated by each of said first and second receiving devices, respectively with respect to one another.
14 . The computer-implemented method of claim 8 , wherein said contribution values are calculated by a third network device with respect to each of said first and second receiving devices.
15 . A computer program product comprising a non-transitory computer-readable storage medium having program instructions embodied therewith, the program instructions executable by at least one hardware processor to:
receive a radio frequency (RF) RF fingerprint of an RF transmitter, wherein said RF fingerprint is configured for use by a first RF receiving device to identify said RF transmitter; and
modify said RF fingerprint to generate a modified RF fingerprint for use by a second RF receiving device to identify said RF transmitter, by applying, to said RF fingerprint, a conversion function reflecting a differential between respective contribution values associated with each of said first and second receiving devices.
16 . The computer program product of claim 15 , wherein said RF fingerprint is used by said first receiving device, and said modified RF fingerprint is used by said second receiving device, to perform at least one of: identifying said RF transmitter and authenticating a transmission received from said RF transmitter.
17 . The computer program product of claim 15 , wherein said RF fingerprint of said RF transmitter is constructed based on at least one RF feature representing a carrier frequency offset (CFO) value associated with said RF transmitter.
18 . The computer program product of claim 17 , wherein said contribution value associated with said first and second receiving devices represent a change in said RF feature resulting from one or more of: operational parameters, ambient parameters, and hardware parameters, associated with said first or second receiving device, respectively.
19 . The computer program product of claim 18 , wherein said operational parameters and ambient parameters include at least one of: device operating temperature, connectivity state of one or more transceivers within the device, signal-to-noise ratio, channel bandwidth, a network communication channel used in transmission, ambient temperature, and ambient relative humidity.
20 . The computer program product of claim 15 , wherein said contribution values are (i) calculated by each of said first and second receiving devices, respectively with respect to one another, or (ii) calculated by a third network device with respect to each of said first and second receiving devices.