Signal recognizer for communications signals
First Claim
1. A computer-implemented signal recognizer for classifying noncooperative signals, comprising:
- an up/down detector for detecting the presence of a noncooperative signal of interest;
a signal classifier having a number of classifier modules, each module associated with a different signal modulation type and each module operable to perform the following tasks;
to receive said signal of interest in digital form, to estimate at least one parameter of said signal of interest, to demodulate said signal of interest based on the estimated parameter, to determine a candidate signal type having the estimated parameter, and to calculate confidence data representing the extent to which said signal of interest is likely of said candidate signal type versus not of that signal type; and
a confidence analyzer for receiving said confidence data from each said module and for determining a best signal type from the candidate signal types determined by said modules.
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Abstract
A signal recognizer capable of classifying any of all commonly used communications signals. The recognizer has a number of modules that may operate in parallel, each module associated with a different signal type. Each module determines signal parameters by first estimating one or more parameters of a detected signal of interest. The estimated parameter(s) is then used as the basis for demodulating the input signal. The demodulated symbols are used for hypothesis testing, during which the module decides on a candidate signal type for that module. Each module subjects its candidate signal type to a “false alarm” test, which evaluates the likelihood that the signal is not the signal type associated with the module. The resulting confidence data is collected and analyzed to determine a best candidate signal type from among all the modules, together with its signal parameters.
94 Citations
39 Claims
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1. A computer-implemented signal recognizer for classifying noncooperative signals, comprising:
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an up/down detector for detecting the presence of a noncooperative signal of interest;
a signal classifier having a number of classifier modules, each module associated with a different signal modulation type and each module operable to perform the following tasks;
to receive said signal of interest in digital form, to estimate at least one parameter of said signal of interest, to demodulate said signal of interest based on the estimated parameter, to determine a candidate signal type having the estimated parameter, and to calculate confidence data representing the extent to which said signal of interest is likely of said candidate signal type versus not of that signal type; and
a confidence analyzer for receiving said confidence data from each said module and for determining a best signal type from the candidate signal types determined by said modules. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 37, 38, 39)
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21. A method of classifying noncooperative signals, comprising:
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detecting the presence of a noncooperative signal of interest;
processing said signal of interest with a number of signal classifier modules, each module associated with a different signal modulation type and each module operable to perform the following tasks;
to receive said signal of interest in digital form, to estimate at least one parameter of said signal of interest, to demodulate said signal of interest based on the estimated parameter, to determine a candidate signal type having the estimated parameter, and to calculate confidence data representing the extent to which said signal of interest is likely of said candidate signal type versus not of that signal type; and
receiving said confidence data from each said module and determining a best signal type from the candidate signal types determined by said modules. - View Dependent Claims (22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36)
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Specification