Biometric authentication using wideband UHF/VHF radar
A wideband RADAR system and method is provided for biometric identification and authentication of a human subject. The system includes a source of wideband RADAR signals, an amplifier, and a splitter in electrical communication with the source of wideband RADAR signals and configures to split a generated signal into a transmit signal and a reference transmit signal. A transmitting antenna is configured to transmit the transmit signal from the splitter toward a turntable configured to rotate the human subject. A receiving antenna is configured to receive transmitted signals reflected from the human subject. A controller is configured to process the received reflected signals and generate polar representations of biometric radar signature features to compare against known signatures of human subjects.
1. A wideband RADAR system for biometric identification and authentication of a human subject, the system comprising:
a source of wideband RADAR signals;
an amplifier;
a splitter in electrical communication with the source of wideband RADAR signals and configured to split a generated signal into a transmit signal and a reference transmit signal;
a transmitting antenna configured to transmit the transmit signal from the splitter;
a turntable configured to rotate the human subject;
a receiving antenna configured to receive transmitted signals reflected from the human subject; and
a controller configured to process the received reflected signals and generate a resolution cell and polar representations of biometric radar signature features.
2. The wideband RADAR system of claim 1 , further comprising:
a vector network analyzer,
wherein the vector network analyzer is connected between the receiving antenna and the controller.
3. The wideband RADAR system of claim 1 , wherein the receiving antenna is a TEM receiving antenna.
4. The wideband RADAR system of claim 1 , wherein the transmitting antenna is a IRA-3Q transmitting antenna.
5. The wideband RADAR system of claim 1 , wherein the controller is further configured to:
pre-process received reflected signals by:
removing noise from the reflected signals;
removing background from the reflected signals; and
removing an antenna response from the reflected signals.
6. The wideband RADAR system of claim 5 , wherein the controller is further configured to:
condition the pre-processed reflected signals.
7. The wideband RADAR system of claim 6 , where the pre-processed reflected signals are conditioned by:
performing first and second numerical derivative tests;
determining peak locations with an average value filter; and
determining a peak measurement vector.
8. The wideband RADAR system of claim 1 , wherein the controller is further configured to:
compare the polar representations of biometric radar signature features to a known human subject.
9. The wideband RADAR system of claim 1 , wherein the source of wideband RADAR signals comprises an Arbitrary Waveform Generator.
10. The wideband RADAR system of claim 1 , wherein the turntable is configured to rotate through a set number of equi-spaced degree measurements.
11. The wideband RADAR system of claim 10 , wherein the turntable is configured to rotate through 121 equi-spaced degree measurements.
12. A method of biometric identification and authentication of a human subject from wideband RADAR, the method comprising:
receiving I/Q wideband RADAR data for a subject for at least 121 views;
preprocessing the received data by:
centering the received data;
removing noise from the received data using a modified Gabor filter; and
removing background from the received data;
forming a data cube by processing the preprocessed received data by:
performing first and second numerical derivative tests;
determining peak locations; and
determining a peak measurement vector;
determining biometric radar signatures by bio-coding the data cube using features determined to be unique via anthropometric and dosimetry studies;
generating a template polar plot biometric radar signature;
retrieving a saved subject template; and
comparing the template polar plot biometric radar signature to the saved subject template.