CN108417256A - Medical treatment consumptive materials administering method and its processing system based on medical treatment ＆ health big data - Google Patents
Medical treatment consumptive materials administering method and its processing system based on medical treatment ＆ health big data Download PDFInfo
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- CN108417256A CN108417256A CN201810102352.6A CN201810102352A CN108417256A CN 108417256 A CN108417256 A CN 108417256A CN 201810102352 A CN201810102352 A CN 201810102352A CN 108417256 A CN108417256 A CN 108417256A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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Abstract
The invention discloses a kind of medical treatment consumptive materials administering methods and its processing system based on medical treatment ＆ health big data.Processing method includes acquisition medical record data and medical record amount, by the medical treatment consumptive materials data and charge data normalized, abnormal data is excluded from the medical treatment consumptive materials data and charge data obtains sample medical treatment consumptive materials data and sample charge data, to sample medical treatment consumptive materials data and sample charge data statistical analysis, based on medical record amount, third is averaged medical treatment consumptive materials data and third is averaged, and charge data obtains total medical treatment consumptive materials data and total charge data, medical treatment consumptive materials buying is carried out based on total medical treatment consumptive materials data, expenses management is carried out based on total charge data and medical treatment consumptive materials buying expenses.
Description
Technical field
The present invention relates to medical field, especially a kind of medical treatment consumptive materials administering method based on medical treatment ＆ health big data and its
Processing system.
Background technology
Medical treatment consumptive materials are the very frequent accessory class products of consumption of hospital.Hospital is in the mistake for providing medical services to patient
Cheng Zhong is converted into the accessory class product of expense through first use value and expense.Medical treatment consumptive materials are the important compositions of medical instrument
Prodigious proportion is occupied in part in medical instrument.The quality problems of medical treatment consumptive materials are directly related to the physical and mental health of consumer.
In recent years, with the continuous expansion of medical technology being constantly progressive with Hospital medical scale, the effect of medical treatment consumptive materials and dosage are fast
Speed increases.Medical treatment consumptive materials are various in style, are related to all clinics of hospital and Medical Laboratory, and the year usage amount of medical treatment consumptive materials has reached
The 10%-20% or so of comprehensive hospital income.The basic demand that medical treatment consumptive materials use is safe, reasonable.The use of medical treatment consumptive materials
And management, it is both a vital task of hospital management, and be related to the practical problem of patients ' interest.For a long time, medical
The management of consumptive material lacks professional guidance and using supervision, disadvantage is that the application practice after purchasing and consumption supervision responsibility
Consciousness is inadequate, and means lack, and often result in the blindness and randomness that resource uses.Currently, medical treatment consumptive materials are purchased by using
Filling report forms are pressed by section office, and report data is not restricted generally, and tool bears the character of much blindness and randomness.
Invention content
Problems to be solved by the invention
The prior art has the following problems：The blindness of medical treatment consumptive materials, which is purchased, can cause quantity in stock larger or smaller, quantity in stock
Be easy to cause when larger medical treatment consumptive materials it is expired scrap, rotten waste phenomena such as, and when quantity in stock is smaller, tend not to ensure hospital
Normal medical work is smoothed out；When generating query to the terms of validity of medical treatment consumptive materials, rely primarily on consumptive material administrator and
Medical staff carries out it observation one by one, and labor intensity is big and error-prone；The unreasonable of medical treatment consumptive materials is purchased, a large amount of to occupy doctor
Institute's circulating fund；Medical treatment consumptive materials are during Clinical practice, because lacking effective technology regulatory measure and reasonability evaluation and test machine
System excessively uses or unreasonable using phenomenon, on the one hand wastes medical resource, making patients or medical insurance burden, separately frequent occurrence
On the one hand hospital's consumption accounting can be also greatly improved, the manager to hospital is prodigious pressure.
Therefore, to solve the above-mentioned problems, either from ensuring medical treatment consumptive materials safe and reliable or from improving hospital
From the perspective of the efficiency of management, hospital must all reinforce the management to medical treatment consumptive materials.Under the premise of ensureing to supply, subtract as possible
Few unnecessary loss, reduces medical treatment cost to the maximum extent.Reinforce medical treatment consumptive materials standardization, scientific management, improves work
Efficiency, reduces labor intensity and mistake.
Solution to problem
The inventors of the present invention have made intensive studies in order to achieve the above objectives, specifically, the present invention provides one kind
Medical treatment consumptive materials administering method based on medical treatment ＆ health big data, the medical treatment consumptive materials administering method step based on medical treatment ＆ health big data
Including:
In the first step, it includes medical diagnosis on disease title, treatment side to acquire medical record data and medical record amount, the medical record data
The medical treatment is sorted out in formula, the medical treatment consumptive materials data of consumption and charge data, the combination based on medical diagnosis on disease title and therapeutic modality
Consumptive material data and charge data, the medical treatment consumptive materials data include medical treatment consumptive materials type and its quantity.
In the second step, by the medical treatment consumptive materials data and charge data normalized, after normalized
The medical treatment consumptive materials data and charge data carry out clustering and obtain abnormal data, from the medical treatment consumptive materials data and charge number
Sample medical treatment consumptive materials data and sample charge data are obtained according to middle exclusion abnormal data.
In third step, to sample medical treatment consumptive materials data and sample charge data statistical analysis, obtains each disease and examine
The the first average medical treatment consumptive materials data and the first average charge data of each therapeutic modality under disconnected title, each medical diagnosis on disease name
The average medical treatment consumptive materials data of the second of all therapeutic modalities and the second average charge data under title, and it is based on all medicals diagnosis on disease
Title integrally under third be averaged medical treatment consumptive materials data and third is averaged charge data.
In four steps, medical treatment consumptive materials data be averaged based on medical record amount, third and third be averaged charge data acquisition always
Medical treatment consumptive materials data and total charge data carry out medical treatment consumptive materials buying based on total medical treatment consumptive materials data, based on total charge number
According to this and medical treatment consumptive materials buying expenses carry out expenses management.
In the medical treatment consumptive materials processing method based on big data, in four steps, the second average medical treatment consumptive materials
Data and the second average charge data account for that third is averaged medical treatment consumptive materials data and third is averaged the ratio-dependent of charge data respectively
The health resources that the medical diagnosis on disease title is consumed are based on health resources, total medical treatment consumptive materials data and total charge data management
Medical treatment consumptive materials under each medical diagnosis on disease title and expense.
In the medical treatment consumptive materials processing method based on big data, in four steps, based on the first average medical treatment
Consumptive material data and the first average charge data account for the ratio of the second average medical treatment consumptive materials data and the second average charge data respectively
Manage therapeutic modality.
According to another aspect of the present invention, a kind of processing system packet for implementing the medical treatment consumptive materials processing method based on big data
The data acquisition device and server for acquiring medical record data and medical record amount are included, the server includes：
Sort out unit, the medical treatment consumptive materials data and charge data are sorted out；
Cluster cell, by after normalized the medical treatment consumptive materials data and charge data carry out clustering acquisition
Abnormal data, exclusion abnormal data obtains sample medical treatment consumptive materials data and sample from the medical treatment consumptive materials data and charge data
Charge data；
Computing unit obtains each medical diagnosis on disease to sample medical treatment consumptive materials data and sample charge data statistical analysis
The the first average medical treatment consumptive materials data and the first average charge data of each therapeutic modality under title, each medical diagnosis on disease title
Under all therapeutic modalities the second average medical treatment consumptive materials data and the second average charge data, and be based on all medical diagnosis on disease names
Third under claiming integrally is averaged medical treatment consumptive materials data and third is averaged charge data；
Processing unit, medical treatment consumptive materials data be averaged based on medical record amount, third and the third charge data that be averaged is obtained and always cured
Consumptive material data and total charge data are treated, medical treatment consumptive materials procurement analysis is carried out based on total medical treatment consumptive materials data, based on total charge
Data and medical treatment consumptive materials buying expenses carry out expenses management.
In the processing system, the server includes processor, hard disk, memory, bus and for being adopted with data
Acquisition means are with the communication port of unified format interaction.
In the processing system, the server be cloud server, cloud server and data acquisition device without
Line connects.
In the processing system, processing unit includes general processor, digital signal processor, application-specific integrated circuit
ASIC or on-site programmable gate array FPGA.
In the processing system, processing unit includes memory, and the memory, which includes that one or more is read-only, to be deposited
Reservoir ROM, random access memory ram, flash memory or Electrical Erasable programmable read only memory EEPROM.
In the processing system, the data acquisition device includes scanner and pattern recognition device.
In the processing system, the server includes wireless telecom equipment, and the wireless telecom equipment is by having
One or more of wireless LAN communication equipment and satellite network communications equipment of different priorities form, WLAN
Communication equipment is one in bluetooth, ZigBee or Wi-Fi devices.
The effect of invention
Medical treatment consumptive materials administering method and its processing system according to the present invention based on medical treatment ＆ health big data pass through medical
The deep application of consumptive material big data reduces hospital and consumes accounting, reduces hygienic material expenditure accounting index in hundred yuan of medical incomes
Method and system support, and accounting for all diseases according to each disease combination patient's average cost expenditure combines patient's average cost branch
Go out, it may be determined that the disease combines consumed health resources.We combine consumed health resources how many conduct with disease
An index for weighing disease combination complexity, after determining disease combination, can charge record, hospital's consumption according to patient
Material is purchased and receives data, and average patient expense unit price, consumption accounting and the hundred yuan of medical treatment that can obtain the combination of each disease are received
Enter the industry average of the indexs such as hygienic material expenditure, the sector average, which can be used as, weighs hospital's disease combination expense
The reference standard of the indexs such as unit price, consumption accounting, can also use the practical case load accepted for medical treatment of this disease combination standard and hospital,
Evaluation reference is formulated to hospital, the present invention has certain universality.By medical supplies processing system, the medical supplies same trade is right
Mark service and the hygienic skill assessment of medical supplies, invention achievement can be applied to the structural analysis of subject disease, therapeutic scheme compares, together
Disease administers with the comparative analysis of art formula, the monitoring of emphasis kind, consumptive material overall merit, medical supplies, Hospital Performance Assessment and total
The medical insurances payment standards such as volume prepayment, Single diseases establish field, have stronger application value.
Above description is only the general introduction of technical solution of the present invention, in order to make the technological means of the present invention clearer
Understand, reach the degree that those skilled in the art can be implemented in accordance with the contents of the specification, and in order to allow the present invention
Above and other objects, features and advantages can be clearer and more comprehensible, below with the present invention specific implementation mode illustrate
Explanation.
Description of the drawings
[Fig. 1] shows the medical treatment consumptive materials administering method based on medical treatment ＆ health big data of one embodiment of the present of invention
Step schematic diagram.
[Fig. 2] shows the medical treatment consumptive materials improvement side of the implementation based on medical treatment ＆ health big data of one embodiment of the present of invention
The structural schematic diagram of the processing system of method.
Specific implementation mode
Specific embodiments of the present invention are more fully described below with reference to accompanying drawings.Although showing the present invention's in attached drawing
Specific embodiment, it being understood, however, that may be realized in various forms the present invention without should be limited by embodiments set forth here
System.It is to be able to be best understood from the present invention on the contrary, providing these embodiments, and can be complete by the scope of the present invention
Be communicated to those skilled in the art.
It should be noted that having used some vocabulary in specification and claim to censure specific components.Ability
Field technique personnel it would be appreciated that, technical staff may call the same component with different nouns.This specification and right
It is required that not in such a way that the difference of noun is used as and distinguishes component, but differentiation is used as with the difference of component functionally
Criterion."comprising" or " comprising " as mentioned in working as in specification in the whole text and claim are an open language, therefore should be solved
It is interpreted into " including but not limited to ".Specification subsequent descriptions be implement the present invention better embodiment, so it is described description be with
For the purpose of the rule of specification, it is not limited to the scope of the present invention.Protection scope of the present invention is when regarding appended right
It is required that subject to institute's defender.
For ease of the understanding to the embodiment of the present invention, done further by taking several specific embodiments as an example below in conjunction with attached drawing
Explanation, and each attached drawing does not constitute the restriction to the embodiment of the present invention.
Specifically, the step of the medical treatment consumptive materials administering method based on medical treatment ＆ health big data of the present invention as shown in Figure 1
Rapid schematic diagram, the medical treatment consumptive materials process method step based on big data include:
In the first step：It includes medical diagnosis on disease title, treatment side to acquire medical record data and medical record amount, the medical record data
The medical treatment is sorted out in formula, the medical treatment consumptive materials data of consumption and charge data, the combination based on medical diagnosis on disease title and therapeutic modality
Consumptive material data and charge data, the medical treatment consumptive materials data include medical treatment consumptive materials type and its quantity.
In the second step, by the medical treatment consumptive materials data and charge data normalized, after normalized
The medical treatment consumptive materials data and charge data carry out clustering and obtain abnormal data, from the medical treatment consumptive materials data and charge number
Sample medical treatment consumptive materials data and sample charge data are obtained according to middle exclusion abnormal data.
In third step, to sample medical treatment consumptive materials data and sample charge data statistical analysis, obtains each disease and examine
The the first average medical treatment consumptive materials data and the first average charge data of each therapeutic modality under disconnected title, each medical diagnosis on disease name
The average medical treatment consumptive materials data of the second of all therapeutic modalities and the second average charge data under title, and it is based on all medicals diagnosis on disease
Title integrally under third be averaged medical treatment consumptive materials data and third is averaged charge data.
In four steps, medical treatment consumptive materials data be averaged based on medical record amount, third and third be averaged charge data acquisition always
Medical treatment consumptive materials data and total charge data carry out medical treatment consumptive materials buying based on total medical treatment consumptive materials data, based on total charge number
According to this and medical treatment consumptive materials buying expenses carry out expenses management.
The medical treatment consumptive materials administering method based on medical treatment ＆ health big data of the present invention is goed deep by medical supplies big data
Using, it reduces hospital and consumes accounting, reduce the method and system support of hygienic material expenditure accounting index in hundred yuan of medical incomes, with
First page of illness case case data are to rely on, by such as the whole province or large sample hospital according to disease diagnosis and therapy mode combination into
Row is sorted out, and the different multiple combinations for diagnosing different therapeutic modalities can be formed, and patient's average cost branch is combined according to each disease
Go out to account for all disease combination patient's average cost expenditures, it may be determined that the disease combines consumed health resources.We are with disease
Sick how much to combine consumed health resources as an index for weighing disease combination complexity, it is objective reasonable to have
Property, after determining disease combination, can charge according to patient record, hospital consumable are purchased and receive data, can obtain each
The industry of the indexs such as average patient expense unit price, consumption accounting and the hundred yuan of medical income hygienic material expenditures of a disease combination is average
Standard, the sector average can combine the reference standard of the indexs such as expense unit price, consumption accounting as measurement hospital disease,
The practical case load accepted for medical treatment of this disease combination standard and hospital can be used, evaluation reference is formulated to hospital, the present invention has
Certain universality.System is monitored by medical supplies reasonable employment, the service of medical supplies fellow peers' evaluation and medical supplies are defended
Raw skill assessment, invention achievement can be applied to the structural analysis of subject disease, therapeutic scheme compares, with disease with the comparative analysis of art formula,
The medical insurances such as the monitoring of emphasis kind, consumptive material overall merit, medical supplies administer, Hospital Performance Assessment and total value prepayment, Single diseases
Payment standards establish field, have stronger application value.
In the preferred embodiment of medical treatment consumptive materials administering method of the present invention based on medical treatment ＆ health big data, the 4th
In step, the second average medical treatment consumptive materials data and the second average charge data account for third and are averaged medical treatment consumptive materials data and third respectively
The health resources that medical diagnosis on disease title is consumed described in the ratio-dependent of average charge data, based on health resources, total medical treatment consumption
Material data and total charge data manage medical treatment consumptive materials and expense under each medical diagnosis on disease title.
In the preferred embodiment of medical treatment consumptive materials administering method of the present invention based on medical treatment ＆ health big data, the 4th
In step, based on the first average medical treatment consumptive materials data and the first average charge data account for respectively the second average medical treatment consumptive materials data and
The Commercial banks therapeutic modality of second average charge data.
Fig. 2 shows medical treatment consumptive materials administering method of the implementation of one embodiment of the present of invention based on medical treatment ＆ health big data
Processing system structural schematic diagram, implement the medical treatment consumptive materials administering method based on medical treatment ＆ health big data processing system include
Data acquisition device 1 for acquiring medical record data and medical record amount and server 2, the server 2 include：
Sort out unit 3, the medical treatment consumptive materials data and charge data are sorted out；
Cluster cell 4, by after normalized the medical treatment consumptive materials data and charge data carry out clustering obtain
Abnormal data is obtained, abnormal data is excluded from the medical treatment consumptive materials data and charge data and obtains sample medical treatment consumptive materials data and sample
This charge data；
Computing unit 5 obtains each medical diagnosis on disease to sample medical treatment consumptive materials data and sample charge data statistical analysis
The the first average medical treatment consumptive materials data and the first average charge data of each therapeutic modality under title, each medical diagnosis on disease title
Under all therapeutic modalities the second average medical treatment consumptive materials data and the second average charge data, and be based on all medical diagnosis on disease names
Third under claiming integrally is averaged medical treatment consumptive materials data and third is averaged charge data；
Processing unit 6, medical treatment consumptive materials data be averaged based on medical record amount, third and the third charge data that be averaged is obtained and always cured
Consumptive material data and total charge data are treated, medical treatment consumptive materials procurement analysis is carried out based on total medical treatment consumptive materials data, based on total charge
Data and medical treatment consumptive materials buying expenses carry out expenses management.
The preferred embodiment of the processing system of the present invention, the server 2 includes processor, hard disk, memory, total
Line and communication port for being interacted with unified format with data acquisition device.
The preferred embodiment of the processing system of the present invention, the server 2 are cloud server, cloud server
It is wirelessly connected with data acquisition device 1.
The preferred embodiment of the processing system of the present invention, processing unit 6 include general processor, at digital signal
Manage device, application-specific integrated circuit ASIC or on-site programmable gate array FPGA.
The preferred embodiment of the processing system of the present invention, processing unit 6 include memory, and the memory includes
One or more read only memory ROMs, random access memory ram, flash memory or Electrical Erasable may be programmed read-only deposit
Reservoir EEPROM.
The preferred embodiment of the processing system of the present invention, the data acquisition device 1 include scanner and image
Identification device.
The preferred embodiment of the processing system of the present invention, the server 2 include wireless telecom equipment, the nothing
Line communication equipment is by one or more in wireless LAN communication equipment and satellite network communications equipment with different priorities
A composition, wireless LAN communication equipment are one in bluetooth, ZigBee or Wi-Fi devices.
Industrial applicibility
The medical treatment consumptive materials administering method and its processing system based on medical treatment ＆ health big data of the present invention can be led in medical treatment
Domain uses.
Although embodiment of the present invention is described above in association with attached drawing, the invention is not limited in above-mentioned
Specific embodiments and applications field, above-mentioned specific embodiment are only schematical, directiveness, rather than restricted
's.Those skilled in the art are under the enlightenment of this specification and in the range for not departing from the claims in the present invention and being protected
In the case of, a variety of forms can also be made, these belong to the row of protection of the invention.
Claims (10)
1. a kind of medical treatment consumptive materials administering method based on medical treatment ＆ health big data, step include:
In first step (S1)：It includes medical diagnosis on disease title, treatment side to acquire medical record data and medical record amount, the medical record data
The medical treatment is sorted out in formula, the medical treatment consumptive materials data of consumption and charge data, the combination based on medical diagnosis on disease title and therapeutic modality
Consumptive material data and charge data, the medical treatment consumptive materials data include medical treatment consumptive materials type and its quantity；
In second step (S2)：By the medical treatment consumptive materials data and charge data normalized, after normalized
The medical treatment consumptive materials data and charge data carry out clustering and obtain abnormal data, from the medical treatment consumptive materials data and charge number
Sample medical treatment consumptive materials data and sample charge data are obtained according to middle exclusion abnormal data；
In third step (S3)：To sample medical treatment consumptive materials data and sample charge data statistical analysis, obtains each disease and examine
The the first average medical treatment consumptive materials data and the first average charge data of each therapeutic modality under disconnected title, each medical diagnosis on disease name
The average medical treatment consumptive materials data of the second of all therapeutic modalities and the second average charge data under title, and it is based on all medicals diagnosis on disease
Title integrally under third be averaged medical treatment consumptive materials data and third is averaged charge data；
In four steps (S4), medical treatment consumptive materials data be averaged based on medical record amount, third and third be averaged charge data acquisition always
Medical treatment consumptive materials data and total charge data carry out medical treatment consumptive materials buying based on total medical treatment consumptive materials data, based on total charge number
According to this and medical treatment consumptive materials buying expenses carry out expenses management.
2. the medical treatment consumptive materials administering method according to claim 1 based on medical treatment ＆ health big data, it is characterised in that：
In four steps (S4), the second average medical treatment consumptive materials data and the second average charge data account for third and are averaged medical treatment consumptive materials data respectively
It is averaged the health resources that medical diagnosis on disease title is consumed described in the ratio-dependent of charge data with third, based on health resources, total
Medical treatment consumptive materials data and total charge data manage medical treatment consumptive materials and expense under each medical diagnosis on disease title.
3. the medical treatment consumptive materials administering method according to claim 1 based on medical treatment ＆ health big data, it is characterised in that：
In four steps (S4), the second average medical treatment consumptive materials are accounted for respectively based on the first average medical treatment consumptive materials data and the first average charge data
The Commercial banks therapeutic modality of data and the second average charge data.
4. a kind of processing system for implementing medical treatment consumptive materials administering methods of any one of the claim 1-3 based on medical treatment ＆ health big data
System, which is characterized in that the processing system includes the data acquisition device (1) and service for acquiring medical record data and medical record amount
Device (2), the server (2) include：
Sort out unit (3), the medical treatment consumptive materials data and charge data are sorted out；
Cluster cell (4), by after normalized the medical treatment consumptive materials data and charge data carry out clustering acquisition
Abnormal data, exclusion abnormal data obtains sample medical treatment consumptive materials data and sample from the medical treatment consumptive materials data and charge data
Charge data；
Computing unit (5) obtains each medical diagnosis on disease name to sample medical treatment consumptive materials data and sample charge data statistical analysis
The first average medical treatment consumptive materials data of lower each therapeutic modality and first are claimed to be averaged charge data, under each medical diagnosis on disease title
The average medical treatment consumptive materials data of the second of all therapeutic modalities and the second average charge data, and it is based on all medical diagnosis on disease titles
Third under integrally is averaged medical treatment consumptive materials data and third is averaged charge data；
Processing unit (6), medical treatment consumptive materials data be averaged based on medical record amount, third and third be averaged charge data obtain it is always medical
Consumptive material data and total charge data carry out medical treatment consumptive materials procurement analysis based on total medical treatment consumptive materials data, based on total charge number
According to this and medical treatment consumptive materials buying expenses carry out expenses management.
5. processing system according to claim 4, which is characterized in that the server (2) includes processor, hard disk, interior
It deposits, bus and the communication port for being interacted with unified format with data acquisition device.
6. processing system according to claim 4, it is characterised in that：The server (2) is cloud server, high in the clouds clothes
Business device and data acquisition device (1) are wirelessly connected.
7. processing system according to claim 4, it is characterised in that：Processing unit (6) includes general processor, number letter
Number processor, application-specific integrated circuit ASIC or on-site programmable gate array FPGA.
8. processing system according to claim 4, it is characterised in that：Processing unit (6) includes memory, the memory
It is programmable only including one or more read only memory ROMs, random access memory ram, flash memory or Electrical Erasable
Read memory EEPROM.
9. processing system according to claim 4, it is characterised in that：The data acquisition device (1) include scanner and
Pattern recognition device.
10. processing system according to claim 4, it is characterised in that：The server (2) includes wireless telecom equipment,
The wireless telecom equipment is by one in wireless LAN communication equipment and satellite network communications equipment with different priorities
A or multiple compositions, wireless LAN communication equipment are one in bluetooth, ZigBee or Wi-Fi devices.
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