Methods for detecting and classifying signals transmitted over a radio frequency spectrum

• US 9,854,461 B2
• Filed: 07/09/2014
• Issued: 12/26/2017
• Est. Priority Date: 08/15/2007
• Status: Active Grant

• Current Assignee: Shared Spectrum Company
• Original Assignee: Shared Spectrum Company
• Inventors: Livis, Eugene, McHenry, Mark Allen, Dain, Dmitry, Steadman, Karl, Ritterbush, Olga
• Primary Examiner(s): Hsieh, Ping
• Assistant Examiner(s): Yang, James
• Application Number:
  US14/326,486
• Publication Number:
  US 20150133058A1
• Time in Patent Office: 1,266 Days
• CPC Class Codes: H04B 1/719 Interference-related aspects
• CPC Class Codes: H04B 17/345 Interference values signal-to-interference ratio [SIR] or carrier-to-interference ratio [CIR] H04B17/336
• CPC Class Codes: H04B 17/391 Modelling the propagation channel
• CPC Class Codes: H04W 24/04 Arrangements for maintaining operational condition

Abstract

A method for classifying a signal can be used by a station or stations within a network to classify the signal as non-cooperative (NC) or a target signal. The method performs classification over channels within a frequency spectrum. The percentage of power above a first threshold is computed for a channel. Based on the percentage, a signal is classified as a narrowband signal. If the percentage indicates the absence of a narrowband signal, then a lower second threshold is applied to confirm the absence according to the percentage of power above the second threshold. The signal is classified as a narrowband signal or pre-classified as a wideband signal based on the percentage. Pre-classified wideband signals are classified as a wideband NC signal or target signal using spectrum masks.

Claims

1. A dynamic spectrum access device comprising:

a detector configured to measure energy within a plurality of bins, the plurality of bins being within a channel identified by a channelization for a spectrum region of interest, wherein a size of the channel is selected to correspond to an expected size of a target signal; and

a processor configured to;

determine a degree of correlation between the measured energy and a target signal channel mask selected from among a plurality of signal masks; and

responsive to determining that the degree of correlation between the measured energy and the target signal channel mask is not above a correlation threshold;

classify the measured energy as a wide band signal candidate;

generate a max-hold power spectrum based on a plurality of max-hold overlays;

apply a threshold to the max-hold power spectrum; and

apply a channel mask to the max-hold power spectrum to identify the wide band signal candidate as one of;

a target signal, a wide band non-cooperative signal, and noise.

2. The dynamic spectrum access device of claim 1, wherein the processor is further configured to determine a degree of correlation between the max-hold power spectrum and the channel mask.

3. The dynamic spectrum access device of claim 1, wherein the process is further configured to select the channelization for the spectrum region of interest and to divide the channel into the plurality of bins.

4. The dynamic spectrum access device of claim 1, wherein the processor is further configured to select the target signal channel mask from among the plurality of signal masks.

5. The dynamic spectrum access device of claim 1, wherein at least one channel identified by the channelization at least partially overlaps at least one other channel identified by the channelization.

6. A method comprising:

measuring, by a spectrum detector, energy within a plurality of bins, the plurality of bins being within a channel identified by a channelization for a spectrum region of interest, wherein a size of the channel is selected to correspond to an expected size of a target signal;

determining a degree of correlation between the measured energy and a target signal channel mask selected from among a plurality of signal masks; and

responsive to determining that the degree of correlation between the measured energy and the target signal channel mask is not above a correlation threshold;

classifying the measured energy as a wide band signal candidate;

generating a max-hold power spectrum based on a plurality of max-hold overlays;

applying a threshold to the max-hold power spectrum; and

applying a channel mask to the max-hold power spectrum to identify the wide band signal candidate as one of;

a target signal, a wide band non-cooperative signal, and noise.

7. The method of claim 6, further comprising determining a degree of correlation between the max-hold power spectrum and the channel mask.

8. The method of claim 6, further comprising selecting the channelization for the spectrum region of interest and dividing the channel into the plurality of bins.

9. The method of claim 6, further comprising selecting the target signal channel mask from among the plurality of signal masks.

10. The method of claim 6, wherein at least one channel identified by the channelization at least partially overlaps at least one other channel identified by the channelization.

11. A dynamic spectrum access device comprising:

a detector configured to measure energy within a plurality of bins, the plurality of bins being within a channel identified by a channelization for a spectrum region of interest, wherein at least one channel identified by the channelization at least partially overlaps at least one other channel identified by the channelization; and

a processor configured to;

determine, on a channel by channel basis, whether the energy measured within the plurality of bins within the channel is a narrowband signal by comparing an energy of the channel with each of a first threshold and a second threshold, wherein the second threshold is lower than the first threshold;

compare a mask, selected from a plurality of masks, to the spectrum within each channel to determine a degree of correlation between the mask and the energy measured within the plurality of bins within the channel;

if the degree of correlation between the mask and the energy measured within the plurality of bins within the channel is above a correlation threshold, classify the received signal as a narrowband signal; and

if the degree of correlation between the mask and energy measured within the plurality of bins within the channel is not above the correlation threshold;

determine a degree of correlation between the measured energy and a target signal channel mask;

classify the measured energy as a wideband signal candidate;

generate a max-hold power spectrum based on a plurality of max-hold overlays;

apply a threshold to the max-hold power spectrum; and

apply a channel mask to the max-hold power spectrum to identify the wide band signal candidate as one of;

a target signal, a wide band non-cooperative signal, and noise.

12. The dynamic spectrum access device of claim 11, wherein the processor is further configured to select the channelization for the spectrum region of interest.

13. The dynamic spectrum access device of claim 12, wherein the size of each of the plurality of bins is based upon a resolution of the detector.

14. The dynamic spectrum access device of claim 11, wherein the processor is further configured to select the mask from among the plurality of masks.

15. The dynamic spectrum access device of claim 11, wherein, to determine the degree of correlation between the mask and the energy measured within the plurality of bins within the channel, the processor is further configured to evaluate at least one metric selected from the group consisting of:

an area of the mask that corresponds to the measured energy, a mean of the measured energy and the mask, a variance of the measured energy and the mask, a peak-to-mean ratio of the measured energy, and a proximity to a noise floor of the measured energy.

16. A method comprising:

measuring, by a detector, energy within a plurality of bins, the plurality of bins being within a channel identified by a channelization for a spectrum region of interest, wherein at least one channel identified by the channelization at least partially overlaps at least one other channel identified by the channelization;

determining, on a channel by channel basis whether the energy measured within the plurality of bins within the channel is a narrowband signal by comparing an energy of the channel with each of a first threshold and a second threshold, wherein the second threshold is lower than the first threshold;

comparing a mask, selected from a plurality of masks, to the spectrum within each channel to determine a degree of correlation between the mask and the energy measured within the plurality of bins within the channel;

if the degree of correlation between the mask and the energy measured within the plurality of bins within the channel is above a correlation threshold, classifying the received signal as a narrowband signal; and

if the degree of correlation between the mask and the energy measured within the plurality of bins within the channel is not above the correlation threshold;

determining a degree of correlation between the measured energy and a target signal channel mask;

classifying the measured energy as a wideband signal candidate;

generating a max-hold power spectrum based on a plurality of max-hold overlays;

applying a threshold to the max-hold power spectrum; and

applying a channel mask to the max-hold power spectrum to identify the wide band signal candidate as one of;

a target signal, a wide band non-cooperative signal, and noise.

17. The method of claim 16, further comprising selecting the channelization for the spectrum region of interest.

18. The method of claim 17, wherein the size of each of the plurality of bins is based upon a resolution of the detector.

19. The method of claim 16, further comprising selecting the mask from among the plurality of masks.

20. The method of claim 16, wherein determining the degree of correlation between the mask and the energy measured within the plurality of bins within the channel, further comprises evaluating at least one metric selected from the group consisting of:

an area of the mask that corresponds to the measured energy, a mean of the measured energy and the mask, a variance of the measured energy and the mask, a peak-to-mean ratio of the measured energy, and a proximity to a noise floor of the measured energy.