US4815137A
Expired / Lapsed
US
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Voiceband signal classification
Assignee: Nokia Bell Labs
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Filing: 1986-11-06
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Granted: 1989-03-21
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Expires: 2006-11-06
Abstract
Abstract A signal is classified as being one among a plurality of classifications by employing a prescribed relationship between absolute moments of a complex low-pass version of the signal. Specifically, the prescribed relationship is related to the second order moment of the magnitude of the complex low-pass version being normalized by the first order moment squared. This results in a so-called normalized variance which is compared to predetermined threshold values to classify the signal as having one of a plurality of modulation schemes, e.g., FSK, PSK or QAM. In another embodiment, a signal is classified as being speech or voiceband data. This is achieved by employing a phase relationship, i.e., the sign, of the autocorrelation of a complex low-pass version of the signal and the normalized variance. If the autocorrelation has a prescribed phase or the normalized variance is greater than a predetermined value the signal is speech, otherwise it is voiceband data.
Inventors
- 👤 Nevio Benvenuto
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-30 10:13
CPC Classifications
H; H04; H04L; H04L7/00; H04L27/00; H04L27/0012; H04B; H04B14/00; H04B14/02; H04B14/04; H04L27/32; H04L27/34
Claims Analysis
Total Claims: 24
Claim 1
Independent Claim
49 words
Apparatus for classifying a signal comprising, means for generating a complex low-pass version of an incoming signal, means for generating absolute moments of said complex low-pass version, and means for utilizing a prescribed relationship of said moments for classifying said incoming signal as one of a plurality of classifications.
Claim 2
Dependent Claim
49 words
Apparatus for classifying a signal comprising, means for generating a complex low-pass version of an incoming signal, means for generating absolute moments of said complex low-pass version, and means for utilizing a prescribed relationship of said moments for classifying said incoming signal as one of a plurality of classifications.
Claim 3
Dependent Claim
47 words
The apparatus as defined in claim 1 wherein said means for generating said absolute moments includes means for generating the magnitude of said complex low-pass version, means for generating a first order moment of said magnitude and means for generating a second order moment of said magnitude.
Claim 4
Dependent Claim
43 words
The apparatus as defined in claim 2 wherein said means for utilizing includes means for normalizing said second order moment with a prescribed relationship of said first order moment to obtain a normalized variance of said complex low-pass version of said incoming signal.
Claim 5
Dependent Claim
59 words
The apparatus as defined in claim 3 wherein said means for normalizing includes means for squaring said first order moment and means for obtaining the ratio of said second order moment to said square of said first order moment minus one (1), said ratio minus one being said normalized variance of said complex low-pass version of said incoming signal.
Claim 6
Dependent Claim
38 words
The apparatus as defined in claim 3 wherein said means for utilizing further includes means for comparing said normalized variance with predetermined threshold values to classify said incoming signal as having one of a plurality of modulation schemes.
Claim 7
Dependent Claim
37 words
The apparatus as defined in claim 3 wherein said means for utilizing further includes means for comparing said normalized variance with a predetermined threshold value to classify said incoming signal as being either speech or voiceband data.
Claim 8
Dependent Claim
55 words
The apparatus as defined in claim 4 further including means for generating an autocorrelation of said complex low-pass version of said incoming signal and wherein said means for utilizing includes means for employing a prescribed characteristic of said autocorrelation and said normalized variance to classify said incoming signal as one of a plurality of classifications.
Claim 9
Dependent Claim
47 words
The apparatus as defined in claim 7 wherein said incoming signal is a digital signal having a predetermined sample interval and wherein said means for generating said autocorrelation generates said autocorrelation at a prescribed delay interval, said delay interval being a predetermined number of said sample intervals.
Claim 10
Dependent Claim
67 words
The apparatus as defined in claim 8 wherein said means for utilizing further includes means for generating a first characteristic of said autocorrelation and means for comparing said first characteristic to a first predetermined threshold value and means for comparing said normalized variance to a second predetermined threshold, said incoming signal being speech if either said first or second threshold is exceeded and being voiceband data otherwise.
Claim 11
Dependent Claim
19 words
The apparatus as defined in claim 9 wherein said first characteristic is related to the phase of said autocorrelation.
Claim 12
Dependent Claim
62 words
Apparatus for classifying a signal comprising, means for generating a complex low-pass version of an incoming signal, means for generating an autocorrelation of said complex low-pass version of said incoming signal, means for generating a first characteristic representative of phase of said autocorrelation, and means for utilizing said first characteristic to classify said incoming signal as one of a plurality of classifications.
Claim 13
Dependent Claim
62 words
Apparatus for classifying a signal comprising, means for generating a complex low-pass version of an incoming signal, means for generating an autocorrelation of said complex low-pass version of said incoming signal, means for generating a first characteristic representative of phase of said autocorrelation, and means for utilizing said first characteristic to classify said incoming signal as one of a plurality of classifications.
Claim 14
Dependent Claim
56 words
The apparatus as defined in claim 11 wherein said means for generating said first characteristic includes means for generating a normalized real part of said autocorrelation and wherein said means for utilizing includes means for comparing said normalized real part to a predetermiend threshold value to classify said incoming signal as either speech or voiceband data.
Claim 15
Dependent Claim
29 words
The apparatus as defined in claim 12 wherein means for generating said first characteristic generates a real component of said autocorrelation normalized by a second characteristic of said autocorrelation.
Claim 16
Dependent Claim
20 words
The apparatus as defined in claim 13 wherein said second characteristic is representative of the power of said incoming signal.
Claim 17
Dependent Claim
20 words
The apparatus as defined in claim 14 wherein said second characteristic is representative of said autocorrelation at zero (0) delay.
Claim 18
Dependent Claim
35 words
The apparatus as defined in claim 15 wherein said incoming signal is a digital signal sample having a predetermined sample interval and wherein said prescribed delay interval is a predetermined number of said sample intervals.
Claim 19
Dependent Claim
14 words
The apparatus as defined in claim 16 wherein said predetermined number is two (2).
Claim 20
Independent Claim
52 words
A method for classifying a signal comprising the steps of, generating a complex low-pass version of an incoming signal, generating absolute moments of said complex low-pass version of said incoming signal, and utilizing a prescribed relationship of said absolute moments for classifying said incoming signal as one of a plurality of classifications.
Claim 21
Independent Claim
52 words
A method for classifying a signal comprising the steps of, generating a complex low-pass version of an incoming signal, generating absolute moments of said complex low-pass version of said incoming signal, and utilizing a prescribed relationship of said absolute moments for classifying said incoming signal as one of a plurality of classifications.
Claim 22
Dependent Claim
85 words
The method as defined in claim 18 wherein said step of generating said absolute moments includes steps of generating a magnitude value of said complex low-pass version of said incoming signal, generating a first order moment of said magnitude and generating a second order moment of said magnitude, and wherein said step of utilizing includes a step of normalizing said second order moment with a prescribed relationship of said first order moment to obtain a normalized variance of said low-pass version of said incoming signal.
Claim 23
Dependent Claim
37 words
The method as defined in claim 19 wherein said utilizing step includes a step of comparing said normalized variance with predetermined threshold values to classify said incoming signal as having one of a plurality of modulation schemes.
Claim 24
Dependent Claim
35 words
The method as defined in claim 19 wherein said utilizing step includes a step of comparing said normalized variance with a predetermined threshold value to classify said incoming signal as being speech or voiceband data.
References Cited (Backward Citations)
US4297533A
Cited
US4281218A
Cited
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1992-03-20 | 1992-09-19 | 1993-03-21 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 1996-03-20 | 1996-09-19 | 1997-03-21 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2000-03-20 | 2000-09-19 | 2001-03-21 | $7700.00 | Window Closed / Lapsed |