Data compression system, data decompression system, supervisory control system and computer-readable storage medium
First Claim
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1. A data compression system for compressing original time series data with a various waveform, comprising:
- a compression unit configured to generate a compression code by compressing the original time series data without damaging characteristics of waveform information in the various waveform, the waveform information including a signal with a various change including one of a step-like signal change and a local signal average value;
a transmitting unit configured to transmit the compression code through a network; and
a decompression unit being intercommunicated through the network with the transmitting unit;
wherein said compression unit is configured to perform a wavelet transform to the original time series data by using a mother wavelet function to decompose the original time series data into a predetermined level number of component waveforms, each of the waveforms of each level having local peak value data, to extract at least one of the local peak value data of each of the component waveforms, to refer to a mother wavelet code transform table by using a mother wavelet function code corresponding to the mother wavelet function to extract a transform code,wherein the compression code includes the extracted local peak value data, one of the component waveforms having a low frequency of a final level, the transform code, and a number of decomposition levels, andthe extracted local peak value data includes a peak value which is not less than a predetermined threshold value thereof and a position in a data-frame of each level thereof;
said decompression unit comprising;
a receiving unit configured to receive the transmitted compression code; and
an inverse wavelet transform unit configured to perform an inverse wavelet transform to the compression code to reconstruct time series data having the characteristics of the waveform information of the original time series data, said inverse wavelet transform unit stores thereon the mother wavelet code table, refers the mother wavelet code table by using the transform code of the compression code to extract the mother wavelet function code and decompresses the compression code by using the mother wavelet function code.
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Abstract
In a data compression system for compressing an original time series data with a various waveform, a compression unit compresses the original time series data without damaging characteristics of waveform information in the various waveform. The waveform information includes a signal with a various change, especially, a sudden change of signal. An encoding unit encodes the compressed time series data so as to generate a compression code.
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Citations
20 Claims
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1. A data compression system for compressing original time series data with a various waveform, comprising:
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a compression unit configured to generate a compression code by compressing the original time series data without damaging characteristics of waveform information in the various waveform, the waveform information including a signal with a various change including one of a step-like signal change and a local signal average value; a transmitting unit configured to transmit the compression code through a network; and a decompression unit being intercommunicated through the network with the transmitting unit; wherein said compression unit is configured to perform a wavelet transform to the original time series data by using a mother wavelet function to decompose the original time series data into a predetermined level number of component waveforms, each of the waveforms of each level having local peak value data, to extract at least one of the local peak value data of each of the component waveforms, to refer to a mother wavelet code transform table by using a mother wavelet function code corresponding to the mother wavelet function to extract a transform code, wherein the compression code includes the extracted local peak value data, one of the component waveforms having a low frequency of a final level, the transform code, and a number of decomposition levels, and the extracted local peak value data includes a peak value which is not less than a predetermined threshold value thereof and a position in a data-frame of each level thereof; said decompression unit comprising; a receiving unit configured to receive the transmitted compression code; and an inverse wavelet transform unit configured to perform an inverse wavelet transform to the compression code to reconstruct time series data having the characteristics of the waveform information of the original time series data, said inverse wavelet transform unit stores thereon the mother wavelet code table, refers the mother wavelet code table by using the transform code of the compression code to extract the mother wavelet function code and decompresses the compression code by using the mother wavelet function code. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A data compression system for compressing original time series data with a various waveform, comprising:
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a compression unit configured to generate a compression code by compressing the original time series data without damaging characteristics of a waveform information in the various waveform, the waveform information including a signal with a various change including one of a step-like signal change and a local signal average value; a transmitting unit configured to transmit the compression code through a network; a decompression unit being intercommunicated through the network with the transmitting unit; and a storing unit storing thereon a mother wavelet code table, wherein said compression unit is configured to perform a wavelet transform to the original time series data by using a mother wavelet function to decompose the original time series data into a predetermined level number of component waveforms, each of the waveforms of each level having local peak value data, to extract at least one of the local peak value data of each of the component waveforms, to inquire a transform code of the storing unit by using a mother wavelet function code corresponding to the mother wavelet function to extract the transform code issued by the storing unit based on the mother wavelet code transform table, wherein the compression code includes the extracted local peak value data, one of the component waveforms having a low frequency of a final level, the transform code, and a number of decomposition levels, and the extracted local peak value data includes a peak value which is not less than a predetermined threshold value thereof and a position in a data-frame of each level thereof; said decompression unit comprising; a receiving unit configured to receive the transmitted compression code; and an inverse wavelet transform unit configured to perform an inverse wavelet transform to the compression code to reconstruct time series data having the characteristics of the waveform information of the original time series data, said inverse wavelet transform unit inquires the mother wavelet function code of the storing unit by using the transform code to extract the mother wavelet function code issued by the storing unit on the basis of the mother wavelet code transform table, and decompresses the compression code by using the mother wavelet function code. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification