CN110413581A - A kind of medical data processing method and system based on Internet of Things - Google Patents
A kind of medical data processing method and system based on Internet of Things Download PDFInfo
- Publication number
- CN110413581A CN110413581A CN201910725868.0A CN201910725868A CN110413581A CN 110413581 A CN110413581 A CN 110413581A CN 201910725868 A CN201910725868 A CN 201910725868A CN 110413581 A CN110413581 A CN 110413581A
- Authority
- CN
- China
- Prior art keywords
- internet
- medical
- things
- signal
- sensing node
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000003672 processing method Methods 0.000 title claims abstract description 15
- 238000012545 processing Methods 0.000 claims abstract description 29
- 238000007405 data analysis Methods 0.000 claims abstract description 20
- 238000007906 compression Methods 0.000 claims abstract description 19
- 230000006835 compression Effects 0.000 claims abstract description 19
- 238000011084 recovery Methods 0.000 claims abstract description 6
- 238000005259 measurement Methods 0.000 claims abstract description 4
- 239000011159 matrix material Substances 0.000 claims description 14
- 230000008447 perception Effects 0.000 claims description 10
- 238000000034 method Methods 0.000 claims description 7
- 230000005540 biological transmission Effects 0.000 claims description 5
- 238000010276 construction Methods 0.000 claims description 3
- 238000005516 engineering process Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000013144 data compression Methods 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/17—Details of further file system functions
- G06F16/174—Redundancy elimination performed by the file system
- G06F16/1744—Redundancy elimination performed by the file system using compression, e.g. sparse files
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Signal Processing (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computing Systems (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The medical data processing method based on Internet of Things that the invention discloses a kind of, perceives first with signal of the Internet of Things to medical sensing node, obtains the Internet of Things information that the medical sensing node is sent and carries out compression measurement to it；Then the compression measuring signal for arranging the medical sensing node is collected by convergence processing module, and is sent to data analysis and processing center；Final data analysis and processing center are to data recovery process.The present invention realizes lossless compression and the recovery of Internet of Things information data, and the memory space and power consumption of the effectively save sensing node of energy improve the Energy Efficiency Ratio of whole network.
Description
Technical field
The invention belongs to technical field of data processing, specifically a kind of medical data processing method based on Internet of Things and it is
System.
Background technique
With the rapid development of technology of Internet of things, the commonly used technology of Internet of things of medical industry, such as base at present
In the medical remote monitoring system of technology of Internet of things, the medical service method based on Internet of Things, Intelligentized internet-of-thing medical treatment & health
Early warning system, the medical system based on Internet of Things, medical auxiliary system based on Internet of Things etc..Medical industry application Internet of Things skill
Art necessarily involves the technical issues of data transmission, for biggish data, will can generally upload again after data elder generation compression processing.
For example Chinese patent discloses medical data storage method, apparatus and computer storage medium based on Internet of Things, application number
201810122462.9, technical solution is to generate medical data compressed package, then medical data compressed package is stored, still
Specific data compression technique is not disclosed.Therefore in order to more optimize medical data compression processing method, efficiency of transmission is improved,
Transmission time is reduced, a kind of medical data processing method and system based on Internet of Things is provided.
Summary of the invention
It is an object of the invention to overcome the technical problem present on, provide at a kind of medical data based on Internet of Things
Reason method.
To achieve the above object, the present invention adopts the following technical scheme:
A kind of medical data processing method based on Internet of Things, the following steps are included:
1) it is perceived using signal of the Internet of Things to medical sensing node, obtains the object that the medical sensing node is sent
Networked information simultaneously carries out compression measurement to it；
2) convergence processing module collects the compression measuring signal for arranging the medical sensing node, and will compress measuring signal
And the constructing variable of perception matrix is sent to data analysis and processing center；
3) the compression measuring signal that the data analysis and processing center send the convergence processing module, according to
After perceiving the corresponding perception matrix of matrix construction parameter generation, corresponding sparse signal is restored using sparse signal reconfiguring algorithm,
Then original signal Y is obtained by Y=Φ s, then the original signal of Exact recovery is further analyzed and is handled.
Further, the medical sensing node is multiple.
Further, the convergence processing module is HUB hub or GW gateway or AP wireless access point.
Further, the convergence processing module sends the data to the data analysis and place by wireless transmission method
Reason center.
Further, the data analysis and processing center are industrial personal computer, and the industrial personal computer is built-in with processing software.
The present invention also provides a kind of medical treatment data processing systems based on Internet of Things, including medical sensing node, convergence
Processing module and data analysis and processing center, the convergence processing module are connect with the medical sensing node signal, to
Collect the compression measuring signal for arranging the medical sensing node；In the convergence processing module and data analysis and processing
Heart signal connection, the constructing variable for compressing measuring signal and perception matrix is sent to data analysis and processing center.
Beneficial effects of the present invention: the present invention realizes lossless compression and the recovery of Internet of Things information data, can effectively save
The about memory space and power consumption of sensing node, improves the Energy Efficiency Ratio of whole network.
Detailed description of the invention
A kind of Fig. 1: flow diagram of the medical data processing method based on Internet of Things of the present invention.
A kind of Fig. 2: configuration diagram of the medical data processing method based on Internet of Things of the present invention.
A kind of Fig. 3: structural schematic diagram of the medical treatment data processing system based on Internet of Things of the present invention.
Specific embodiment
With reference to the accompanying drawing and embodiment the present invention is described in detail.
As shown in Figs. 1-2, a kind of medical data processing method based on Internet of Things, comprising the following steps:
(1) it is perceived using signal of the Internet of Things to medical sensing node, obtains what the medical sensing node was sent
Internet of Things information simultaneously carries out compression measurement to it；
(2) convergence processing module collects the compression measuring signal for arranging the medical sensing node, and compression is measured letter
Number and perception matrix constructing variable Wireless transceiver to data analyze and processing center；
(3) the compression measuring signal that the data analysis and processing center send the convergence processing module, is pressed
After generating corresponding perception matrix according to perception matrix construction parameter, corresponding sparse letter is restored using sparse signal reconfiguring algorithm
Number, original signal Y is then obtained by Y=Φ s, then the original signal of Exact recovery is further analyzed and is handled.
Explanation to step (3) Y=Φ s formula below:
For a N-dimensional signal s ∈ RNIf at most there was only K nonzero value (and K < N) in signal N, signal s is referred to as
K sparse signal.Expand to general N-dimensional signal Y ∈ RN, such as down conversion is made to signal Y:
Y=Φ s (1)
Matrix Φ ∈ R in formulaN×NFor sparse dictionary matrix.Signal Y obtains at most only having K a non-after sparse dictionary converts
The sparse signal s ∈ R of zeroN(K < N), therefore signal Y is claimed to be the K sparse signal in the domain Φ.
Preferably scheme, the medical treatment sensing node is multiple.
Preferably scheme, the convergence processing module can be HUB hub, GW gateway, AP wireless access point.
Preferably scheme, the data analysis and processing center are industrial personal computer, and it is soft that the industrial personal computer is built-in with processing
Part.
As shown in figure 3, the present invention also provides a kind of medical treatment data processing system based on Internet of Things, including medical treatment sensing
Node, convergence processing module and data analysis and processing center, the convergence processing module and the medical sensing node signal
Connection, to collect the compression measuring signal for arranging the medical sensing node；The convergence processing module and the data point
Analysis is connect with processing center signal, the constructing variable for compressing measuring signal and perception matrix is sent to data analysis and place
Reason center.
Finally, it should be noted that above embodiments are only to illustrate the present invention and not limit technology described in the invention
Scheme；Therefore, although this specification is referring to above-mentioned each embodiment, the present invention has been described in detail, this
Field it is to be appreciated by one skilled in the art that still can modify to the present invention or equivalent replacement；And all do not depart from this
The technical solution and its improvement of the spirit and scope of invention, should all cover within the scope of the claims of the present invention.
Claims (6)
1. a kind of medical data processing method based on Internet of Things, which comprises the following steps:
1) it is perceived using signal of the Internet of Things to medical sensing node, obtains the Internet of Things that the medical sensing node is sent
Information simultaneously carries out compression measurement to it；
2) convergence processing module collects the compression measuring signal for arranging the medical sensing node, and will compression measuring signal and sense
Know that the constructing variable of matrix is sent to data analysis and processing center；
3) the compression measuring signal that the data analysis and processing center send the convergence processing module, according to perception
After matrix construction parameter generates corresponding perception matrix, corresponding sparse signal is restored using sparse signal reconfiguring algorithm, then
Original signal Y is obtained by Y=Φ s, then the original signal of Exact recovery is further analyzed and is handled.
2. a kind of medical data processing method based on Internet of Things according to claim 1, it is characterised in that: the medical treatment
Sensing node is multiple.
3. a kind of medical data processing method based on Internet of Things according to claim 1, it is characterised in that: the convergence
Processing module is HUB hub or GW gateway or AP wireless access point.
4. a kind of medical data processing method based on Internet of Things according to claim 1, it is characterised in that: the data
Analysis is industrial personal computer with processing center, and the industrial personal computer is built-in with processing software.
5. a kind of medical data processing method based on Internet of Things according to claim 1, it is characterised in that: the convergence
Processing module sends the data to the data analysis and processing center by wireless transmission method.
6. a kind of medical treatment data processing system based on Internet of Things, it is characterised in that: including medical sensing node, convergence processing mould
Block and data analysis and processing center, the convergence processing module is connect with the medical sensing node signal, whole to collect
Manage the compression measuring signal of the medical sensing node；The convergence processing module and data analysis and processing center signal
Connection, the constructing variable for compressing measuring signal and perception matrix is sent to data analysis and processing center.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910725868.0A CN110413581A (en) | 2019-08-07 | 2019-08-07 | A kind of medical data processing method and system based on Internet of Things |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910725868.0A CN110413581A (en) | 2019-08-07 | 2019-08-07 | A kind of medical data processing method and system based on Internet of Things |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110413581A true CN110413581A (en) | 2019-11-05 |
Family
ID=68366388
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910725868.0A Pending CN110413581A (en) | 2019-08-07 | 2019-08-07 | A kind of medical data processing method and system based on Internet of Things |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110413581A (en) |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130151924A1 (en) * | 2011-12-08 | 2013-06-13 | Harris Corporation, Corporation Of The State Of Delaware | Data system for interfacing with a remote data storage facility using compressive sensing and associated methods |
| US20170041166A1 (en) * | 2015-08-05 | 2017-02-09 | National Taiwan University | Compressive sensing system based on personalized basis and method thereof |
| CN106851548A (en) * | 2017-03-31 | 2017-06-13 | 福建师范大学 | Wearable walking monitoring system and its monitoring method based on wireless body area network |
| CN107786959A (en) * | 2017-10-18 | 2018-03-09 | 北京京航计算通讯研究所 | The compressed data collection method based on adaptive measuring in wireless sensor network |
| CN108334791A (en) * | 2018-02-07 | 2018-07-27 | 冼钇冰 | Medical data storage method, apparatus based on Internet of Things and computer storage media |
| CN108924148A (en) * | 2018-07-18 | 2018-11-30 | 中南大学 | A kind of source signal collaborative compression perception data restoration methods |
| CN109612534A (en) * | 2019-01-11 | 2019-04-12 | 中灌顺鑫华霖科技发展有限公司 | Farming data acquisition and transmission method |
-
2019
- 2019-08-07 CN CN201910725868.0A patent/CN110413581A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130151924A1 (en) * | 2011-12-08 | 2013-06-13 | Harris Corporation, Corporation Of The State Of Delaware | Data system for interfacing with a remote data storage facility using compressive sensing and associated methods |
| US20170041166A1 (en) * | 2015-08-05 | 2017-02-09 | National Taiwan University | Compressive sensing system based on personalized basis and method thereof |
| CN106851548A (en) * | 2017-03-31 | 2017-06-13 | 福建师范大学 | Wearable walking monitoring system and its monitoring method based on wireless body area network |
| CN107786959A (en) * | 2017-10-18 | 2018-03-09 | 北京京航计算通讯研究所 | The compressed data collection method based on adaptive measuring in wireless sensor network |
| CN108334791A (en) * | 2018-02-07 | 2018-07-27 | 冼钇冰 | Medical data storage method, apparatus based on Internet of Things and computer storage media |
| CN108924148A (en) * | 2018-07-18 | 2018-11-30 | 中南大学 | A kind of source signal collaborative compression perception data restoration methods |
| CN109612534A (en) * | 2019-01-11 | 2019-04-12 | 中灌顺鑫华霖科技发展有限公司 | Farming data acquisition and transmission method |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| EP3644581B1 (en) | Edge-cloud collaboration system for analyzing internet of things data and operating method thereof | |
| CN112968751A (en) | Industrial time sequence data compression method and system | |
| Hamdan et al. | Compression techniques used in IoT: A comparitive study | |
| CN114024801B (en) | Industrial edge computing service gateway | |
| AU2020385942A1 (en) | Method and apparatus for storing data, and computer device and storage medium thereof | |
| WO2020089945A1 (en) | Multivariate data compression system and method thereof | |
| CN105744562A (en) | Method and system for compressing and reconstructing data of wireless sensor network based on symbolic aggregate approximation | |
| CN104811959A (en) | Mobile network user perception analysis system and method based on big data | |
| CN112335203A (en) | Processing local area network diagnostic data | |
| Bernard et al. | Embedding ML algorithms onto LPWAN sensors for compressed communications | |
| CN110413581A (en) | A kind of medical data processing method and system based on Internet of Things | |
| CN116567079A (en) | Data compression method and device | |
| CN111447229B (en) | Large-scale data acquisition method and device based on compressed sensing theory | |
| CN107064621B (en) | Intelligent electric meter data compression method and system | |
| US20210391934A1 (en) | Method and device for analyzing performance degradation of cell in wireless communication system | |
| CN104348684A (en) | Method for reducing data transmission flow based on wireless sensor network nodes | |
| CN104851116A (en) | Near infrared spectrum data compression method, apparatus and system | |
| KR102622634B1 (en) | System for non-intrusive load monitoring of electronic device and method thereof | |
| CN117014527A (en) | Data processing method and device, storage medium and electronic equipment | |
| CN112003624B (en) | Radio monitoring data lossless compression and online decompression method and device | |
| Hanoune et al. | Data Compression mechanisms in an intelligent E-Health gateway for medical monitoring applications | |
| CN113658415A (en) | Early warning method and system for intelligent gateway | |
| Deepthi et al. | Secure MRI brain image transmission using IOT devices based on hybrid autoencoder and restricted Boltzmann approach | |
| Ibaida et al. | ECG compression technique using fast fractals in the Internet of medical things | |
| Silva et al. | Green industrial internet of things through data compression |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20191105 |