Method and apparatus for transmitter geo-location in mobile platforms
View Patent ↗Described herein are architectures, platforms and methods for implementing a direct estimation of a transmitter's position based upon raw radio frequency (RF) signals that are received by a portable device. A mathematical operation such as a maximum-likelihood estimation (MLE) algorithm, which utilizes collected snapshots from the received raw RF signals as variables, is implemented to perform direct estimation.
1. A method of estimating a transmitter position, the method comprising:
receiving radio frequency (RF) signals by a plurality of antenna arrays, wherein each antenna array comprises multiple elements;
phase shifting the received RF signal at each element of the antenna array of the plurality of antenna arrays;
combining the phase shifted RF signals and transforming the combined phase shifted RF signals into baseband signals;
converting the baseband signals into digital baseband signals;
generating a model that includes a set of snapshots of the digital baseband signals for each antenna array in the plurality of antenna arrays;
gathering the generated models for each antenna array in the plurality of antenna arrays;
deriving maximum likelihood estimation (MLE) based on the gathered models; and
generating an estimated transmitter position based on the derived MLE.
2. The method as recited in claim 1 , wherein the phase shifting of the received of the RF signals comprises generating phase shifts from a row of a Hadamard matrix.
3. The method as recited in claim 1 , wherein the converting into digital baseband signals comprises using a single analog to digital (A/D) converter per antenna array.
4. The method as recited in claim 1 , wherein the generating snapshots comprises generating a separate set of snapshots per antenna array.
5. The method as recited in claim 1 further comprising filtering and amplifying the received RF signals prior to the phase shifting.
6. The method as recited in claim 1 , wherein the converting into digital baseband signals comprises using different local oscillators per antenna array.
7. The method as recited in claim 6 , wherein the antenna array is synchronized separate from any other antenna array.
8. The method as recited in claim 1 , wherein the MLE operation is based on a Gaussian additive noise.
9. The method as recited in claim 1 , wherein the estimated position comprises an azimuth and an elevation of the transmitter position.
10. A device comprising:
a plurality of antenna arrays configured to receive radio frequency (RF) signals, wherein each antenna array comprises multiple elements;
a phase-shifter component configured to each element of the antenna array, the phase-shifter component is configured to shift phase of the received RF signal at each element of the antenna array;
a first combiner component configured to combine the phase shifted RF signals;
a converter component configured to transform the combined phase shifted RF signals into baseband signals;
an analog to digital (A/D) converter component configured to convert the baseband signals into digital baseband signals;
a second combiner component configured to generated a model that includes a set of snapshots of the digital baseband signals for each antenna array in the plurality of antenna arrays;
a position estimator component configured to gather the generated models for each antenna array in the plurality of antenna arrays, the position estimator component performs a maximum likelihood estimation (MLE) operation on the gathered models of the plurality of antenna arrays to generate an estimated transmitter position.
11. The device as recited in claim 10 , wherein the phase-shifter component is configured to generate phase shifts from a row of a Hadamard matrix.
12. The device as recited in claim 10 , wherein the converter component comprises a single analog to digital (A/D) converter per antenna array.
13. The device as recited in claim 10 further comprising a local oscillator configured to supply a down-converting signal to the converter component.
14. The device as recited in claim 13 , wherein the antenna array is synchronized separate from any other antenna array.
15. The device as recited in claim 10 , wherein the position estimator component is configured to calculate the MLE based on a Gaussian additive noise.
16. A receiver circuit comprising:
a plurality of antenna arrays with multiple elements on each antenna array and configured to receive radio frequency (RF) signals on each element;
a phase-shifter component at each element of the antenna array, the phase-shifter component configured to shift phase of the received RF signal at each element of the antenna array;
a first combiner component configured to combine the phase shifted RF signals from each element of the antenna array;
a converter component configured to transform the combined phase shifted RF signals into baseband signals;
an analog to digital (A/D) converter component configured to convert the baseband signals into digital baseband signals;
a second combiner component configured to generate a model that includes a set of snapshots of the digital baseband signals for each antenna array in the plurality of antenna arrays;
a position estimator component configured to gather the generated models for each antenna array in the plurality of antenna arrays, the position estimator component performs a maximum likelihood estimation (MLE) operation on the gathered generated models of the plurality of antenna arrays to generate an estimated transmitter position.
17. The receiver circuitry as recited in claim 16 , wherein the phase-shifter component is configured to generate phase shifts from a row of a Hadamard matrix.
18. The receiver circuitry as recited in claim 16 , wherein the converter component comprises a single analog to digital (A/D) converter per antenna array.
19. The receiver circuitry as recited in claim 16 further comprising a local oscillator configured to supply a down-converting signal to the converter component.
20. The receiver circuitry as recited in claim 16 wherein the position estimator component is configured to calculate the MLE based on a Gaussian additive noise.