US4947858A
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Method and apparatus for data compression in an ECG monitoring system
Assignee: Koninklijke Philips NV
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Filing: 1989-01-31
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Granted: 1990-08-14
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Expires: 2009-01-31
Abstract
Abstract A method and apparatus for data compression of input ECG beats in an electro-cardiograph system. The data compression method includes the steps of conditioning the analog input ECG beats into filtered digital data; identifying the individual QRS peaks in the beats; and compressing the beats. The step of compressing a beat includes selectively sub-sampling the beat; template matching and differencing the beat with a template beat, namely the immediately preceding beat of its type (normal, ectopic or artifact); and coding the sub-sampled differenced beat. The step of selective sub-sampling includes dividing the QRS region into at least two sub-regions centered about the QRS peak; and selectively sub-sampling each sub-region at a different compression ratio.
Inventors
- 👤 Nancy C. Smith
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-29 07:35
CPC Classifications
A; A61; A61B; A61B5/00; A61B5/0002; A61B5/0004; A61B5/0006; A61B5/24; A61B5/316; A61B5/318; A61B5/333; A61B5/336; A61B5/346; A61B5/349; A61B5/35; A61B5/72; A61B5/7232
Claims Analysis
Total Claims: 22
Claim 1
Independent Claim
95 words
A method for compressing a sequence of input signals including analog ECG beats, comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) selectively sub-sampling said conditioned input ECG beat by (i) dividing said QRS region into a plurality of sub-regions, said sub-regions being generally centered about said QRS peak; and by (ii) selectively sub-sampling said sub-regions at different ratios; and (d) encoding a sub-sampled input beat.
Claim 2
Independent Claim
95 words
A method for compressing a sequence of input signals including analog ECG beats, comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) selectively sub-sampling said conditioned input ECG beat by (i) dividing said QRS region into a plurality of sub-regions, said sub-regions being generally centered about said QRS peak; and by (ii) selectively sub-sampling said sub-regions at different ratios; and (d) encoding a sub-sampled input beat.
Claim 3
Dependent Claim
64 words
The method as defined in claim 1, further including the steps: (a) matching said sub-sampled input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (b) generating a difference signal relating to the difference between said sub-sampled input beat and its corresponding template beat; and (c) encoding said difference signal.
Claim 4
Dependent Claim
29 words
The method as defined in claim 2, further including the steps of storing said encoded signals; and reconstructing the sequence of input ECG signals by decoding said encoded signals.
Claim 5
Dependent Claim
38 words
The method as defined in claim 3, wherein said step of dividing said QRS region includes identifying at least two sub-regions centered about the QRS peak; and selectively sub-sampling each one of said sub-regions at a different ratio.
Claim 6
Independent Claim
103 words
A method for compressing a sequence of input data including analog ECG beats comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) matching said conditioned input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (d) generating a difference signal relating to the difference between said conditioned input beat and its corresponding template beat; and (e) encoding said difference signal.
Claim 7
Independent Claim
103 words
A method for compressing a sequence of input data including analog ECG beats comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) matching said conditioned input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (d) generating a difference signal relating to the difference between said conditioned input beat and its corresponding template beat; and (e) encoding said difference signal.
Claim 8
Independent Claim
170 words
An apparatus for compressing a sequence of input signals including ECG beats, the apparatus comprising: (a) means for conditioning an input ECG beat into digital data, said conditioning means including means for sampling and digitizing said input ECG beat; (b) means for identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) means for compressing the beat conditioned; (d) said compressing means including: (i) means for selectively sub-sampling said conditioned input ECG beat, said sub-sampling means including (1) means for dividing said QRS region of the conditioned beat into a plurality of sub-regions being generally centered about said QRS peak, and (2) means for selectively sub-sampling each of said sub-regions at different ratios; (ii) means for matching said sub-sampled input beat with a template beat, said template beat including the beat of the same type as, and immediately preceding said conditioned input beat; (iii) means for differencing the compressed conditioned beat with its corresponding template beat; and (iv) means for encoding a sub-sampled differenced beat.
Claim 9
Independent Claim
170 words
An apparatus for compressing a sequence of input signals including ECG beats, the apparatus comprising: (a) means for conditioning an input ECG beat into digital data, said conditioning means including means for sampling and digitizing said input ECG beat; (b) means for identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) means for compressing the beat conditioned; (d) said compressing means including: (i) means for selectively sub-sampling said conditioned input ECG beat, said sub-sampling means including (1) means for dividing said QRS region of the conditioned beat into a plurality of sub-regions being generally centered about said QRS peak, and (2) means for selectively sub-sampling each of said sub-regions at different ratios; (ii) means for matching said sub-sampled input beat with a template beat, said template beat including the beat of the same type as, and immediately preceding said conditioned input beat; (iii) means for differencing the compressed conditioned beat with its corresponding template beat; and (iv) means for encoding a sub-sampled differenced beat.
Claim 10
Dependent Claim
19 words
The apparatus as defined in claim 6, wherein said means for encoding includes an encoder using the Huffman algorithm.
Claim 11
Independent Claim
194 words
A method for compressing a sequence of input signals including analog ECG beats in an electro-cardiograph system, comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying an individual QRS peak and a QRS region in said conditioned input ECG beat; (c) selectively sub-sampling said conditioned input ECG beat by (i) dividing said QRS region into two sub-regions, said sub-regions being generally centered about said QRS peak; and by (ii) selectively sub-sampling said sub-regions at different ratios; (d) matching said conditioned input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (e) generating a difference signal relating to the difference between said conditioned input beat and its corresponding template beat; (f) encoding said difference signal; (g) storing said encoded difference signal; (h) reconstructing the sequence of input ECG signals by decoding said encoded signals; and (i) said step of sub-sampling each one of said two sub-regions includes sampling a first high frequency central region at a ratio of 1 to 2, using the turning point approach.
Claim 12
Independent Claim
194 words
A method for compressing a sequence of input signals including analog ECG beats in an electro-cardiograph system, comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying an individual QRS peak and a QRS region in said conditioned input ECG beat; (c) selectively sub-sampling said conditioned input ECG beat by (i) dividing said QRS region into two sub-regions, said sub-regions being generally centered about said QRS peak; and by (ii) selectively sub-sampling said sub-regions at different ratios; (d) matching said conditioned input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (e) generating a difference signal relating to the difference between said conditioned input beat and its corresponding template beat; (f) encoding said difference signal; (g) storing said encoded difference signal; (h) reconstructing the sequence of input ECG signals by decoding said encoded signals; and (i) said step of sub-sampling each one of said two sub-regions includes sampling a first high frequency central region at a ratio of 1 to 2, using the turning point approach.
Claim 13
Dependent Claim
38 words
The method as defined in claim 8, wherein said step of sub-sampling each one of the two sub-regions includes sampling a second lower frequency peripheral region at a ratio of 1 to 8 using the turning point approach.
Claim 14
Dependent Claim
24 words
The method as defined in claim 9, wherein said first high frequency central region is limited to about 128 milliseconds about the QRS peak.
Claim 15
Independent Claim
110 words
A method for compressing a sequence of input signals including analog ECG beats, comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) selectively sub-sampling said conditioned input ECG beat by (i) dividing said QRS region into at least two sub-regions, said sub-regions being generally centered about said QRS peak; and by (ii) sub-sampling said sub-regions at different ratios, wherein a first one of said sub-regions is sampled at a ratio of 1 to 2; and (d) encoding said sub-sampled input beat.
Claim 16
Independent Claim
110 words
A method for compressing a sequence of input signals including analog ECG beats, comprising the steps of: (a) conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) selectively sub-sampling said conditioned input ECG beat by (i) dividing said QRS region into at least two sub-regions, said sub-regions being generally centered about said QRS peak; and by (ii) sub-sampling said sub-regions at different ratios, wherein a first one of said sub-regions is sampled at a ratio of 1 to 2; and (d) encoding said sub-sampled input beat.
Claim 17
Dependent Claim
23 words
The method as defined in claim 11, wherein a second one of said sub-regions is sampled at a ratio of 1 to 8.
Claim 18
Dependent Claim
213 words
In an apparatus for compressing a sequence of input signals including analog ECG beats, comprising: (a) means for conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) means for identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) means for selectively sub-sampling said conditioned input ECG beat, said sub-sampling means including (i) means for dividing said QRS region into two sub-regions, said sub-regions being generally centered about said QRS peak; and (ii) means for selectively sub-sampling said sub-regions at different ratios; (d) means for matching a sub-sampled input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (e) means for generating a difference signal relating to the difference between said conditioned input beat and its corresponding template beat; (f) means for encoding said difference signal; (g) means for storing said encoded difference signal; (h) means for reconstructing the sequence of input ECG signals including means for decoding said encoded signals; and (i) said means for sub-sampling each one of said two sub-regions includes means for sampling a first high frequency central region at a ratio of 1 to 2, using the turning point approach.
Claim 19
Dependent Claim
213 words
In an apparatus for compressing a sequence of input signals including analog ECG beats, comprising: (a) means for conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) means for identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) means for selectively sub-sampling said conditioned input ECG beat, said sub-sampling means including (i) means for dividing said QRS region into two sub-regions, said sub-regions being generally centered about said QRS peak; and (ii) means for selectively sub-sampling said sub-regions at different ratios; (d) means for matching a sub-sampled input beat with a template beat, said template beat comprising the beat of the same type as, and immediately preceding said conditioned input beat; (e) means for generating a difference signal relating to the difference between said conditioned input beat and its corresponding template beat; (f) means for encoding said difference signal; (g) means for storing said encoded difference signal; (h) means for reconstructing the sequence of input ECG signals including means for decoding said encoded signals; and (i) said means for sub-sampling each one of said two sub-regions includes means for sampling a first high frequency central region at a ratio of 1 to 2, using the turning point approach.
Claim 20
Independent Claim
121 words
An apparatus for compressing a sequence of input signals including analog ECG beats, comprising: (a) means for conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) means for identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) means for selectively sub-sampling said conditioned input ECG beat, said sub-sampling means including (i) means for dividing said QRS region into at least two sub-regions, said sub-regions being generally centered about said QRS peak; and (ii) means for sub-sampling said sub-regions at different ratios, wherein a first one of said sub-regions is sampled at a ratio of 1 to 2; and (d) means for encoding a sub-sampled input beat.
Claim 21
Independent Claim
121 words
An apparatus for compressing a sequence of input signals including analog ECG beats, comprising: (a) means for conditioning an input analog ECG beat into digital data by sampling and digitizing said input ECG beat; (b) means for identifying a QRS peak and a QRS region in said conditioned input ECG beat; (c) means for selectively sub-sampling said conditioned input ECG beat, said sub-sampling means including (i) means for dividing said QRS region into at least two sub-regions, said sub-regions being generally centered about said QRS peak; and (ii) means for sub-sampling said sub-regions at different ratios, wherein a first one of said sub-regions is sampled at a ratio of 1 to 2; and (d) means for encoding a sub-sampled input beat.
Claim 22
Dependent Claim
23 words
The apparatus as defined in claim 14, wherein a second one of said sub-regions is sampled at a ratio of 1 to 8.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1993-08-13 | 1994-02-12 | 1994-08-14 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 1997-08-13 | 1998-02-12 | 1998-08-14 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2001-08-13 | 2002-02-12 | 2002-08-14 | $7700.00 | Window Closed / Lapsed |