CN112970620B - Method, apparatus, system, device and medium for detecting estrus status - Google Patents

Method, apparatus, system, device and medium for detecting estrus status Download PDF

Info

Publication number
CN112970620B
CN112970620B CN201911303157.0A CN201911303157A CN112970620B CN 112970620 B CN112970620 B CN 112970620B CN 201911303157 A CN201911303157 A CN 201911303157A CN 112970620 B CN112970620 B CN 112970620B
Authority
CN
China
Prior art keywords
detection
state
target organism
oestrus
estrus
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.)
Active
Application number
CN201911303157.0A
Other languages
Chinese (zh)
Other versions
CN112970620A (en
Inventor
周剑
康恺
张震
尚斌
刘芷伊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Mobile Communications Group Co Ltd
China Mobile Chengdu ICT Co Ltd
Original Assignee
China Mobile Communications Group Co Ltd
China Mobile Chengdu ICT Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by China Mobile Communications Group Co Ltd, China Mobile Chengdu ICT Co Ltd filed Critical China Mobile Communications Group Co Ltd
Priority to CN201911303157.0A priority Critical patent/CN112970620B/en
Publication of CN112970620A publication Critical patent/CN112970620A/en
Application granted granted Critical
Publication of CN112970620B publication Critical patent/CN112970620B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K29/00Other apparatus for animal husbandry
    • A01K29/005Monitoring or measuring activity, e.g. detecting heat or mating
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2458Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2462Approximate or statistical queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
    • G06F16/285Clustering or classification

Landscapes

  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Environmental Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Probability & Statistics with Applications (AREA)
  • General Engineering & Computer Science (AREA)
  • Fuzzy Systems (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Biophysics (AREA)
  • Animal Husbandry (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Computational Linguistics (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The embodiment of the invention provides a method, a device, a system, equipment and a medium for detecting oestrus state. The method comprises the following steps: transmitting a detection signal aiming at the target organism so that the detection equipment of the target organism detects the motion state parameter and the physiological characteristic parameter of the target organism to obtain a detection result; receiving a detection result fed back by the detection equipment; and predicting the oestrus state of the target organism based on the received detection result and the oestrus state information database. According to the oestrus state detection method, device, system, equipment and medium provided by the embodiment of the invention, the oestrus state detection efficiency of organisms can be improved, and the accuracy of detection results can be improved.

Description

Method, apparatus, system, device and medium for detecting estrus status
Technical Field
The present invention relates to the field of information detection technologies, and in particular, to a method, an apparatus, a system, a device, and a medium for detecting an estrus status.
Background
In order to increase the reproduction rate of livestock, timely breeding of livestock is required. In order to avoid missing the optimal mating period of the livestock, the raising personnel with abundant experience generally detect the oestrus state of the livestock to determine the oestrus period of the livestock so as to timely mate the livestock.
However, with the increase of the cultivation scale, the manual detection method is not only slow in detection efficiency, but also low in accuracy, and a more accurate detection result about the oestrus state of the livestock cannot be obtained.
Disclosure of Invention
The embodiment of the invention provides a method, a device, a system, equipment and a medium for detecting oestrus conditions, which can improve the oestrus condition detection efficiency of organisms and the accuracy of detection results.
In a first aspect, there is provided a method of oestrus status detection, the method comprising:
transmitting a detection signal aiming at the target organism so that the detection equipment of the target organism detects the motion state parameter and the physiological characteristic parameter of the target organism to obtain a detection result; receiving a detection result fed back by the detection device; and predicting the oestrus state of the target organism based on the received detection result and the oestrus state information database.
As some implementations of the first aspect, the power supply device in the detection apparatus converts kinetic energy generated by the target organism into electrical energy and supplies power to other devices in the detection apparatus based on the electrical energy.
As some implementations of the first aspect, predicting the estrus status of the target organism based on the received detection result and the estrus status information database includes: if the received detection result is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the oestrus state information database, predicting that the target organism is in the oestrus state; if the received detection result is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the non-oestrus state in the oestrus state information database, predicting that the target organism is in the non-oestrus state.
As some implementations of the first aspect, before sending the detection signal for the target organism, further includes: and constructing an estrus status information database.
As some implementations of the first aspect, constructing the estrus status information database includes:
acquiring motion state parameters and physiological characteristic parameters of N organisms in an oestrus state and motion state parameters and physiological characteristic parameters of M organisms in an unfoamed state, wherein N and M are positive integers; constructing a first sub-database in the oestrus state information database based on the motion state parameters and the physiological characteristic parameters of N organisms in the oestrus state; and constructing a second sub-database in the oestrus state information database based on the motion state parameters and the physiological characteristic parameters of the M organisms which are not in the oestrus state.
As some implementations of the first aspect, after predicting the oestrus status of the target organism, further includes: and generating prompt information based on the estrus state prediction result of the target organism.
As some implementations of the first aspect, the motion state parameter includes at least one of: the motion state information of the target organism and the rising and lying frequency of the target organism; the physiological characteristic parameter includes at least one of: the body temperature of the target living being, the sounding frequency of the target living being, and the sound decibel of the target living being.
In a second aspect, there is provided an apparatus for oestrus status detection, the apparatus comprising:
the transmission module is used for transmitting a detection signal aiming at the target organism so that the detection equipment of the target organism detects the motion state parameter and the physiological characteristic parameter of the target organism to obtain a detection result;
the receiving module is used for receiving the detection result fed back by the detection device;
and the prediction module is used for predicting the oestrus state of the target organism based on the received detection result and the oestrus state information database.
As some implementations of the second aspect, the apparatus for detecting an estrus status further includes:
and the construction module is used for constructing the estrus state information database.
In a third aspect, a system for estrus status detection is provided, comprising:
the detection unit is used for detecting the motion state parameters and the physiological characteristic parameters of the target organism based on the received detection signals to obtain detection results;
the prediction unit is used for sending the detection signal to the detection unit and predicting the oestrus state of the target organism according to the received detection result and the oestrus state information database;
and the motion power generation unit is used for converting kinetic energy generated by the target organism into electric energy and supplying power to the detection unit.
As some implementations of the third aspect, the detection unit further includes:
a receiving subunit, configured to receive the detection signal;
the control subunit is used for controlling the receiving subunit to be in a communication approved state so as to enable the receiving subunit to receive the detection signal;
the detection subunit is used for detecting the motion state parameters and the physiological characteristic parameters of the target organism based on the received detection signals;
a storage subunit, configured to store the obtained detection result;
and the sending subunit is used for acquiring the detection result stored in the storage subunit and sending the detection result to the prediction unit.
As some implementations of the third aspect, the system for detecting an estrus status further includes:
the prompting unit is used for generating prompting information based on the received estrus state prediction result of the target organism.
In a fourth aspect, there is provided an apparatus for estrus status detection, the apparatus comprising:
a processor and a memory storing computer program instructions;
the processor executes the computer program instructions to implement the method for detecting estrus status according to the embodiment of the present invention.
In a fifth aspect, a computer storage medium is provided, on which computer program instructions are stored, which when executed by a processor implement a method for estrus status detection as provided by the above-mentioned embodiments of the present invention.
According to the oestrus state detection method, device, system, equipment and medium provided by the embodiment of the invention, the oestrus state of the target organism is accurately detected by detecting the motion state parameter and the physiological characteristic parameter of the target organism and predicting the oestrus state of the target organism by utilizing the oestrus state information database, so that the oestrus state detection efficiency of the organism and the accuracy of the detection result are improved.
Drawings
In order to more clearly illustrate the technical solution of the embodiments of the present invention, the drawings that are needed to be used in the embodiments of the present invention will be briefly described, and other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram showing a system for detecting estrus status according to an embodiment of the present invention;
FIG. 2 shows a flow chart of a method of estrus status detection according to an embodiment of the invention;
FIG. 3 is a schematic diagram showing an apparatus for detecting estrus status according to an embodiment of the present invention;
fig. 4 shows a block diagram of an exemplary hardware architecture of an embodiment of the invention.
Detailed Description
Features and exemplary embodiments of various aspects of the present invention will be described in detail below, and in order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in further detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely configured to illustrate the invention and are not configured to limit the invention. It will be apparent to one skilled in the art that the present invention may be practiced without some of these specific details. The following description of the embodiments is merely intended to provide a better understanding of the invention by showing examples of the invention.
It is noted that relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising … …" does not exclude the presence of other like elements in a process, method, article or apparatus that comprises the element.
Whether the livestock can reproduce normally or not depends mainly on whether the livestock can be accurately found in an oestrus state or not, and the livestock in the oestrus state can be timely bred.
At present, in order to timely find that livestock are in an oestrus state, real-time monitoring is generally needed for the livestock, along with gradual increase of the cultivation scale, the traditional manual detection mode is low in detection efficiency, low in accuracy and incapable of obtaining a relatively accurate oestrus state detection result.
Therefore, the embodiment of the invention provides a method, a device, a system, equipment and a medium for detecting the oestrus state, which can improve the oestrus state detection efficiency of organisms and the accuracy of detection results.
Methods, apparatuses, systems, devices and media for estrus status detection provided according to embodiments of the present invention are described below with reference to the accompanying drawings. It should be noted that these examples are not intended to limit the scope of the present disclosure.
A system for estrus status detection according to an embodiment of the present invention is described in detail below with reference to fig. 1.
In order to better understand the technical solution of the present invention, a pig is taken as an example of the target organism, a method for detecting oestrus status according to an embodiment of the present invention is described in detail with reference to fig. 1, and fig. 1 is a schematic diagram illustrating a system for detecting oestrus status according to an embodiment of the present invention.
As shown in fig. 1, a system for detecting estrus status in an embodiment of the present invention includes:
the detecting unit 110 is configured to detect a motion state parameter and a physiological characteristic parameter of the target organism based on the received detection signal, so as to obtain a detection result.
In one embodiment of the present invention, the detecting unit 110 includes a receiving subunit 111, a control subunit 112, a detecting subunit 113, a storing subunit 114, and a transmitting subunit 115.
For example, if the oestrus state of the pig needs to be detected, the prediction unit 120 will first send a detection signal to the detection unit 110, and the control subunit 112 controls the detection unit 110 to be in a communication-enabled state, so that after the receiving subunit 111 receives the detection signal sent by the prediction unit 120, the detection subunit 112 detects the target pig based on the received detection signal.
In the embodiment of the invention, the motion state parameter and the physiological characteristic parameter of the target organism are detected only after the detection signal sent by the prediction unit 120 is received, so that the standby power consumption of each communication device can be reduced, and the condition that the feedback of the estrus state detection result of the target organism is not timely because the storage battery is required to be replaced manually frequently in the estrus state detection process can be effectively avoided.
Optionally, in one embodiment of the invention, the motor state parameters of the pig are changed when the pig is in oestrus, for example: the motion track of the pig may change, and the frequency of the pig lying on the ground may also change, so the detection subunit 112 may include: gyroscopes and acceleration sensors are used to detect the motion state of the pig and the frequency of the pig lying on its back, for example, to detect the motion trajectory of the pig.
Optionally, in one embodiment of the invention, the physiological characteristic parameters of the pig are also changed when the pig is in oestrus, for example: the body temperature of the pig will also increase, and the sound frequency and sound decibel of the pig will also increase, so the detection subunit 112 may further include: the temperature sensor is used for detecting the body temperature of the pig; the sound detection device is used for detecting sound decibels of the pigs and sounding frequencies of the pigs.
Then, the detection result of the detection subunit 112 is saved by the save subunit 113.
Next, the transmitting subunit 114 acquires the detection result of the target pig from the holding subunit 113, and transmits it to the predicting unit 120.
And a prediction unit 120 for sending a detection signal to the detection unit and predicting the estrus status of the target organism according to the received detection result and the estrus status information database.
Optionally, in an embodiment of the present invention, the prediction unit 120 may include a communication device 121 and an estrus status information database 122, where the communication device 121 is configured to send a detection signal to the detection unit 110 and receive a detection result fed back by the detection unit 110, and the estrus status information database 122 includes a first sub-database and a second sub-database, where the first sub-database includes a motion status parameter and a physiological characteristic parameter of an organism in an estrus status, and the second sub-database includes a motion status parameter and a physiological characteristic parameter of an organism in an unfused status.
For example, in the first sub-database, the motion state parameters and the physiological characteristic parameters in the oestrus state can be further classified, for example, a behavior resource pool comprising the frequency of the initiation and the motion track of the pigs, a body temperature resource pool comprising the oestrus body temperature of the pigs, a sound resource pool comprising the occurrence frequency and the sound decibel of the pigs in the oestrus state, an information resource pool of the pigs, and information of the pigs, for example, serial number information of the pigs, can be stored so as to facilitate subsequent breeding work.
And the motion power generation unit 130 is used for converting kinetic energy generated by the target organism into electric energy and supplying power to the detection unit.
Alternatively, in one embodiment of the present invention, the motion power generation unit 130 may be located on the target living being, and convert kinetic energy into electric energy by acquiring the kinetic energy of the target living being, to supply power to other devices in the detection unit 110, for example, to supply power to a gyroscope, an acceleration sensor, a sound detection device, and a temperature sensor by using the converted electric energy.
According to the embodiment of the invention, the oestrus state of the living being can be accurately detected through the oestrus state detection system, and the oestrus state detection efficiency and the accuracy of the detection result of the living being are improved. In addition, the kinetic energy of the target organism is directly obtained through the motion power generation unit 130, and the kinetic energy is converted into electric energy to be supplied to other detection devices on the target organism, so that the service life of the storage battery can be effectively prolonged.
The sound detection device provided in the above embodiment may be installed on a pig together with a device for detecting physiological information of a pig, and as another embodiment, the sound detection device may be installed on a pig farm for acquiring sound of a whole pig farm, and may also be provided with an image acquisition device on the pig farm for acquiring living environment of the pig farm, and providing further environmental information for predicting whether the pig is in an oestrus state. It should be appreciated that if the sound detection device is mounted on a pig farm, the sound detection device may be powered solely by other power supply means.
Optionally, in one embodiment of the present invention, the system for detecting estrus status further includes:
and the prompting unit is used for generating prompting information based on the received estrus state prediction result of the target organism.
For example, the prediction unit may feed back the estrus status prediction result of the target organism to the prompting unit, and if the estrus status prediction result of the target organism is in the estrus status, the prompting unit may generate a prompting signal, so that the staff can find the organism in the estrus status in time. It should be understood that the indication signal may be a flashing light, which is not limited in this regard.
The following describes in detail a method for detecting estrus status applied to a monitoring platform according to an embodiment of the present invention through fig. 2.
Fig. 2 is a flow chart illustrating a method of estrus status detection according to an embodiment of the present invention, the method of estrus status detection comprising:
s201, sending a detection signal aiming at the target organism so that the detection equipment of the target organism detects the motion state parameter and the physiological characteristic parameter of the target organism to obtain a detection result.
S202, receiving a detection result fed back by the detection equipment.
S203, predicting the oestrus state of the target organism based on the received detection result and the oestrus state information database.
In the embodiment of the invention, the oestrus state of the living being can be accurately detected by detecting the movement state parameter and the physiological characteristic parameter of the target living being and predicting the oestrus state of the target living being by utilizing the oestrus state information database, so that the oestrus state detection efficiency of the living being and the accuracy of the detection result are improved.
Optionally, in one embodiment of the present invention, before the monitoring platform in the estrus status detection system sends the detection signal for the target organism, the method further includes: and constructing an estrus status information database.
Alternatively, in one embodiment of the present invention, the motion state parameters and physiological characteristic parameters of the N organisms in the oestrus state and the motion state parameters and physiological characteristic parameters of the M organisms in the non-oestrus state may be acquired. Based on the acquired motion state parameters and physiological characteristic parameters of N organisms in an oestrus state, a first sub-database in an oestrus state information database is constructed, and based on the motion state parameters and physiological characteristic parameters of M organisms in an unexpressed state, a second sub-database in the oestrus state information database is constructed. Wherein N and M are positive integers. And the first sub-database and the second sub-database can also form a comparison model of the monitoring platform due to different stored data, so that the oestrus state of the target organism can be predicted more accurately.
Optionally, in another embodiment of the present invention, in order to avoid inaccuracy of the oestrus status information database caused by accidental oestrus of the living being, the acquired motion status parameters and physiological characteristic parameters of the living being in the oestrus status may be further screened, so that the motion status parameters and physiological characteristic parameters of the living being in the accidental oestrus status are prevented from being stored in the first sub-database, so as to improve accuracy of the oestrus status information database.
Optionally, in an embodiment of the present invention, the detection device for the target living being further includes a power supply device, where the power supply device is configured to convert kinetic energy generated by the movement of the target living being into electrical energy, and power other devices in the detection device with the converted electrical energy.
In the embodiment of the invention, the kinetic energy generated by the target organism is converted into the electric energy through the power supply device, and the electric energy obtained by conversion is used for supplying power to other devices in the detection equipment, so that the single use time of the storage battery can be prolonged, and the service life of the storage battery can be prolonged.
Alternatively, in one embodiment of the present invention, the detecting of the motion state parameter of the target organism by the detecting device may be detecting at least one of: and (3) the motion state and the rising and lying frequency, and sending the detection result aiming at least one item to a monitoring platform.
Alternatively, in one embodiment of the present invention, the detection of the physiological characteristic parameter of the target organism by the detection device may be at least one of the following: body temperature, sounding frequency and sound decibels, and transmitting the detection result for at least one item to a monitoring platform.
Optionally, in an embodiment of the present invention, if the detection result received by the monitoring platform matches with a motion state parameter and a physiological feature parameter corresponding to the target organism in the estrus state information database, then predicting that the target organism is in the estrus state; if the detection result received by the monitoring platform is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the non-oestrus state in the oestrus state information database, predicting that the target organism is in the non-oestrus state.
Optionally, in an embodiment of the present invention, after predicting the oestrus state of the target living being, the monitoring platform may further generate the prompting information based on the oestrus state prediction result of the target living being, for example, the prompting information may be generated by a prompting device installed on the target living being, so as to prompt a worker whether the target living being is in an oestrus state or an oestrus state, so that the worker may schedule a subsequent mating task in time.
The following describes in detail an apparatus for detecting an estrus status according to an embodiment of the present invention by referring to fig. 3, the apparatus for detecting an estrus status corresponds to a method for detecting an estrus status.
Fig. 3 is a schematic diagram showing the structure of an apparatus for estrus status detection according to an embodiment of the present invention.
As shown in fig. 3, the apparatus for estrus status detection includes:
a transmitting module 310, configured to transmit a detection signal for the target organism, so that the detection device of the target organism detects the motion state parameter and the physiological characteristic parameter of the target organism to obtain a detection result;
a receiving module 320, configured to receive a detection result fed back by the detecting device;
and a prediction module 330, configured to predict the estrus status of the target organism based on the received detection result and the estrus status information database.
In the embodiment of the invention, the movement state parameter and the physiological characteristic parameter of the target organism are detected by the oestrus state detection device, and the oestrus state of the target organism is predicted by utilizing the oestrus state information database, so that the oestrus state of the organism can be accurately detected, and the oestrus state detection efficiency of the organism and the accuracy of the detection result are improved.
Alternatively, in one embodiment of the invention, the power supply means in the detection device converts kinetic energy generated by the target organism into electrical energy and supplies power to other means in the detection device based on the electrical energy.
Optionally, in one embodiment of the present invention, the prediction module 330 is specifically configured to:
if the received detection result is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the oestrus state information database, predicting that the target organism is in the oestrus state;
if the received detection result is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the non-oestrus state in the oestrus state information database, predicting that the target organism is in the non-oestrus state.
Optionally, in one embodiment of the present invention, the estrus status detecting device further includes:
and the construction module is used for constructing an oestrus state information database before sending the detection signal aiming at the target organism.
Optionally, in one embodiment of the present invention, the building module is specifically configured to:
acquiring motion state parameters and physiological characteristic parameters of N organisms in an oestrus state and motion state parameters and physiological characteristic parameters of M organisms in an unfoamed state, wherein N and M are positive integers;
constructing a first sub-database in the oestrus state information database based on the motion state parameters and the physiological characteristic parameters of N organisms in the oestrus state;
and constructing a second sub-database in the oestrus state information database based on the motion state parameters and the physiological characteristic parameters of the M organisms in the oestrus state.
Optionally, in one embodiment of the present invention, the estrus status detecting device further includes:
and the prompting module is used for generating prompting information based on the estrus state prediction result of the target organism after predicting the estrus state of the target organism.
Optionally, in one embodiment of the invention, the motion state parameter comprises at least one of: motion state information of the target living being and the frequency of lying and rising of the target living being.
Optionally, in one embodiment of the invention, the physiological characteristic parameter comprises at least one of: the body temperature of the target living being, the sounding frequency of the target living being, and the sound decibel of the target living being.
Each module of the device for detecting oestrus status provided in the embodiment of the present invention has a function of implementing the method/steps for detecting oestrus status in the embodiment shown in fig. 2, and can achieve the technical effects corresponding to the embodiment shown in fig. 2, and for brevity of description, the description is omitted herein.
FIG. 4 illustrates a block diagram of an exemplary hardware architecture of a computing device capable of implementing the method and apparatus for estrus status detection according to an embodiment of the invention.
As shown in fig. 4, computing device 400 includes an input device 401, an input interface 402, a central processor 403, a memory 404, an output interface 405, and an output device 406. The input interface 402, the central processor 403, the memory 404, and the output interface 405 are connected to each other through the bus 410, and the input device 401 and the output device 406 are connected to the bus 410 through the input interface 402 and the output interface 405, respectively, and further connected to other components of the computing device 400.
Specifically, the input device 401 receives input information from the outside, and transmits the input information to the central processor 403 through the input interface 402; the central processor 403 processes the input information based on computer executable instructions stored in the memory 404 to generate output information, temporarily or permanently stores the output information in the memory 404, and then transmits the output information to the output device 406 through the output interface 405; output device 406 outputs the output information to the outside of computing device 400 for use by a user.
That is, the computing device shown in fig. 4 may also be implemented as a device for estrus status detection, which may include: a memory storing computer-executable instructions; and a processor that when executing the computer-executable instructions may implement the method of estrus status detection described in connection with fig. 2.
Embodiments of the present invention also provide a computer readable storage medium having computer program instructions stored thereon; the computer program instructions, when executed by a processor, implement the method for detecting estrus status provided by the embodiment of the invention.
It should be understood that the invention is not limited to the particular arrangements and instrumentality described above and shown in the drawings. For the sake of brevity, a detailed description of known methods is omitted here. In the above embodiments, several specific steps are described and shown as examples. However, the method processes of the present invention are not limited to the specific steps described and shown, and those skilled in the art can make various changes, modifications and additions, or change the order between steps, after appreciating the spirit of the present invention. The functional blocks shown in the above-described structural block diagrams may be implemented in hardware, software, firmware, or a combination thereof. When implemented in hardware, it may be, for example, an electronic circuit, an Application Specific Integrated Circuit (ASIC), suitable firmware, a plug-in, a function card, or the like. When implemented in software, the elements of the invention are the programs or code segments used to perform the required tasks. The program or code segments may be stored in a machine readable medium or transmitted over transmission media or communication links by a data signal carried in a carrier wave. A "machine-readable medium" may include any medium that can store or transfer information. Examples of machine-readable media include electronic circuitry, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, radio Frequency (RF) links, and the like. The code segments may be downloaded via computer networks such as the internet, intranets, etc.
The present invention may be embodied in other specific forms without departing from its spirit or essential characteristics. For example, the algorithms described in particular embodiments may be modified without departing from the basic spirit of the invention. The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein.

Claims (10)

1. A method of estrus status detection, comprising:
constructing the estrus status information database; the construction method of the estrus status information database comprises the following steps: acquiring motion state parameters and physiological characteristic parameters of N organisms in an oestrus state and motion state parameters and physiological characteristic parameters of M organisms in an unfoamed state, wherein N and M are positive integers; constructing a first sub-database in the oestrus state information database based on the motion state parameters and physiological characteristic parameters of the N organisms in the oestrus state; constructing a second sub-database in the oestrus state information database based on the motion state parameters and physiological characteristic parameters of the M organisms in the oestrus state; before the first sub-database in the estrus state information database is constructed, the motion state parameters and physiological characteristic parameters of the N organisms in the estrus state are screened;
transmitting a detection signal aiming at a target organism so that a detection device of the target organism detects a motion state parameter and a physiological characteristic parameter of the target organism and detects a living environment of the target organism to obtain a detection result, wherein the motion state parameter comprises at least one of the following components: the motion state information of the target organism and the lying frequency of the target organism;
the physiological characteristic parameter includes at least one of: the detection equipment comprises a sound detection device and an image acquisition device, wherein the sound detection device is used for detecting the sound production frequency of the target living being and the sound decibel of the target living being; the image acquisition device is used for acquiring the living environment of the target organism to obtain environmental information;
receiving a detection result fed back by the detection equipment;
and predicting the oestrus state of the target organism based on the received detection result and the oestrus state information database.
2. The method of estrus status detection of claim 1, further comprising:
the power supply device in the detection equipment converts kinetic energy generated by the target organism into electric energy and supplies power for other devices in the detection equipment based on the electric energy.
3. The method of claim 1, wherein predicting the oestrus status of the target organism based on the received detection result and an oestrus status information database comprises:
if the received detection result is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the oestrus state information database, predicting that the target organism is in the oestrus state;
and if the received detection result is matched with the motion state parameter and the physiological characteristic parameter corresponding to the target organism in the non-oestrus state in the oestrus state information database, predicting that the target organism is in the non-oestrus state.
4. The method of claim 1, wherein after predicting the oestrus status of the target organism, further comprising:
and generating prompt information based on the estrus state prediction result of the target organism.
5. An apparatus for estrus status detection, applied to a method for estrus status detection as claimed in any of claims 1-4, comprising:
the construction module is used for constructing the estrus status information database; the construction method of the estrus status information database comprises the following steps: acquiring motion state parameters and physiological characteristic parameters of N organisms in an oestrus state and motion state parameters and physiological characteristic parameters of M organisms in an unfoamed state, wherein N and M are positive integers; constructing a first sub-database in the oestrus state information database based on the motion state parameters and physiological characteristic parameters of the N organisms in the oestrus state; constructing a second sub-database in the oestrus state information database based on the motion state parameters and physiological characteristic parameters of the M organisms in the oestrus state; before the first sub-database in the estrus state information database is constructed, the motion state parameters and physiological characteristic parameters of the N organisms in the estrus state are screened;
the device comprises a sending module, a detecting module and a detecting module, wherein the sending module is used for sending a detection signal aiming at a target organism so that the detecting equipment of the target organism detects a motion state parameter and a physiological characteristic parameter of the target organism and detects the living environment of the target organism to obtain a detection result, and the motion state parameter comprises at least one of the following components: the motion state information of the target organism and the lying frequency of the target organism;
the physiological characteristic parameter includes at least one of: the detection equipment comprises a sound detection device and an image acquisition device, wherein the sound detection device is used for detecting the sound production frequency of the target living being and the sound decibel of the target living being; the image acquisition device is used for acquiring the living environment of the target organism to obtain environmental information;
the receiving module is used for receiving the detection result fed back by the detection device;
and the prediction module is used for predicting the oestrus state of the target organism based on the received detection result and the oestrus state information database.
6. A system for estrus status detection, applied to a method for estrus status detection according to any of claims 1-4, comprising:
the detection unit is used for detecting the motion state parameters and the physiological characteristic parameters of the target organism based on the received detection signals to obtain detection results;
the prediction unit is used for sending the detection signal to the detection unit and predicting the oestrus state of the target organism according to the received detection result and the oestrus state information database;
and the motion power generation unit is used for converting kinetic energy generated by the target organism into electric energy and supplying power to the detection unit.
7. The system for estrus status detection of claim 6, the detection unit comprising:
a receiving subunit, configured to receive the detection signal;
the control subunit is used for controlling the receiving subunit to be in a communication approved state so as to enable the receiving subunit to receive the detection signal;
the detection subunit is used for detecting the motion state parameters and the physiological characteristic parameters of the target organism based on the received detection signals;
a storage subunit, configured to store the obtained detection result;
and the sending subunit is used for acquiring the detection result stored in the storage subunit and sending the detection result to the prediction unit.
8. The system for estrus status detection of claim 7, further comprising:
the prompting unit is used for generating prompting information based on the received estrus state prediction result of the target organism.
9. An apparatus for estrus status detection, the apparatus comprising: a processor and a memory storing computer program instructions;
the processor, when executing the computer program instructions, implements a method of estrus status detection as claimed in any of claims 1-4.
10. A computer storage medium having stored thereon computer program instructions which, when executed by a processor, implement a method of estrus status detection as claimed in any of claims 1-4.
CN201911303157.0A 2019-12-17 2019-12-17 Method, apparatus, system, device and medium for detecting estrus status Active CN112970620B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201911303157.0A CN112970620B (en) 2019-12-17 2019-12-17 Method, apparatus, system, device and medium for detecting estrus status

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201911303157.0A CN112970620B (en) 2019-12-17 2019-12-17 Method, apparatus, system, device and medium for detecting estrus status

Publications (2)

Publication Number Publication Date
CN112970620A CN112970620A (en) 2021-06-18
CN112970620B true CN112970620B (en) 2023-07-21

Family

ID=76342444

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201911303157.0A Active CN112970620B (en) 2019-12-17 2019-12-17 Method, apparatus, system, device and medium for detecting estrus status

Country Status (1)

Country Link
CN (1) CN112970620B (en)

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2266730A1 (en) * 1998-03-24 1999-09-24 P. Timothy Guichon Method and system for monitoring animals
JP2007323528A (en) * 2006-06-02 2007-12-13 Matsushita Electric Ind Co Ltd Biological information utilizing system
CN101861837A (en) * 2009-04-16 2010-10-20 杜骁释 Automatic sow feeding management system
AU2011100830A4 (en) * 2011-07-07 2011-08-11 Li, Jianping Mr A Method and Device of Automatic Cow Estrus Detection
WO2012125265A1 (en) * 2011-03-17 2012-09-20 Technologies Holdings Corp. System and method for estrus detection using real-time location
CN102783427A (en) * 2012-08-29 2012-11-21 深圳力合数字电视信息技术有限公司 Detection device and system for sow estrus
CN103583400A (en) * 2013-03-23 2014-02-19 赵增友 Wall-mounted solar agricultural and animal husbandry quality detection and epidemic situation analysis displayer
WO2014097052A1 (en) * 2012-12-20 2014-06-26 Koninklijke Philips N.V. Monitoring a waiting area
CN104396865A (en) * 2014-10-29 2015-03-11 中国农业大学 Sow oestrus remote automatic monitoring system and method
CN205284590U (en) * 2016-01-04 2016-06-08 杜炜奇 Wear type milk cow warning detect device of estrusing
CN109984054A (en) * 2019-04-19 2019-07-09 广州影子科技有限公司 Oestrous detection method, oestrous detection device and oestrous detection system
CN110059781A (en) * 2019-04-11 2019-07-26 北京信诺必成科技有限公司 Cow digitalization Activity recognition device
CN110070051A (en) * 2019-04-24 2019-07-30 卿胜奎 Ox heat monitoring method and system based on computer vision technique

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101214168B (en) * 2007-12-28 2010-08-11 上海移数信息科技有限公司 Animal behavior monitoring and analyzing system
CN102246705A (en) * 2010-05-19 2011-11-23 张彩凤 Method and system for analyzing animal behaviours by using signal processing technology
US9538729B2 (en) * 2014-04-08 2017-01-10 Medisim, Ltd. Cattle monitoring for illness
CN104527339B (en) * 2014-10-21 2017-01-18 中山市六源通电子科技有限公司 Power supply management method for tire pressure monitoring system
JP6620276B2 (en) * 2016-02-18 2019-12-18 香川県 Animal voice signal extraction device, animal physiological state prediction device, animal voice signal extraction program, and animal physiological state prediction program
CN105812732A (en) * 2016-03-15 2016-07-27 康馨月 Network visual searching and monitoring system and method of animal breeding states
CN106037685A (en) * 2016-07-07 2016-10-26 王凡 Intelligent analysis system for sow oestrous diagnosis
CN105994006B (en) * 2016-07-27 2019-06-11 深圳市安居物联网科技有限公司 A kind of cultivation object detecting method and device
CN107027650B (en) * 2017-03-21 2019-10-22 中国农业大学 A kind of boar abnormal state detection method and device based on PSO-SVM
KR102559201B1 (en) * 2017-08-07 2023-07-25 삼성전자주식회사 Monitoring device using drone and operating method thereof
CN108207700B (en) * 2018-01-15 2020-12-15 内蒙古大学 Cow information monitoring method and system

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2266730A1 (en) * 1998-03-24 1999-09-24 P. Timothy Guichon Method and system for monitoring animals
JP2007323528A (en) * 2006-06-02 2007-12-13 Matsushita Electric Ind Co Ltd Biological information utilizing system
CN101861837A (en) * 2009-04-16 2010-10-20 杜骁释 Automatic sow feeding management system
WO2012125265A1 (en) * 2011-03-17 2012-09-20 Technologies Holdings Corp. System and method for estrus detection using real-time location
AU2011100830A4 (en) * 2011-07-07 2011-08-11 Li, Jianping Mr A Method and Device of Automatic Cow Estrus Detection
CN102783427A (en) * 2012-08-29 2012-11-21 深圳力合数字电视信息技术有限公司 Detection device and system for sow estrus
WO2014097052A1 (en) * 2012-12-20 2014-06-26 Koninklijke Philips N.V. Monitoring a waiting area
CN103583400A (en) * 2013-03-23 2014-02-19 赵增友 Wall-mounted solar agricultural and animal husbandry quality detection and epidemic situation analysis displayer
CN104396865A (en) * 2014-10-29 2015-03-11 中国农业大学 Sow oestrus remote automatic monitoring system and method
CN205284590U (en) * 2016-01-04 2016-06-08 杜炜奇 Wear type milk cow warning detect device of estrusing
CN110059781A (en) * 2019-04-11 2019-07-26 北京信诺必成科技有限公司 Cow digitalization Activity recognition device
CN109984054A (en) * 2019-04-19 2019-07-09 广州影子科技有限公司 Oestrous detection method, oestrous detection device and oestrous detection system
CN110070051A (en) * 2019-04-24 2019-07-30 卿胜奎 Ox heat monitoring method and system based on computer vision technique

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
《基于Storm的奶牛发情实时监测***设计与实现》;谭益等;《中国农业科技导报》;第20卷(第12期);第83-90页 *
《奶牛体征参数处理分析软件的设计》;吴瑞辉等;《农机化研究》;第31卷(第10期);第117-119页 *
余雄.《高校奶牛肉牛养殖新技术》.中国农业出版社,2006,(第1版),第135-136页. *

Also Published As

Publication number Publication date
CN112970620A (en) 2021-06-18

Similar Documents

Publication Publication Date Title
US10578144B2 (en) IOT sensor
CN107251122B (en) Method for operating a sensor device and sensor device
EP2819382A2 (en) Water leak sensor management method, water leak sensor performing the same and storage media storing the same
CN106671138B (en) Mobile robot, charging system and charging control method thereof
JP2014062775A (en) Vibration monitoring system, and environment monitoring system
JP5554136B2 (en) Monitoring system and monitoring method
CN105123551A (en) Intelligent pet wearable device and control method thereof
WO2018218786A1 (en) Pet worn device and pet information transmission method therefor
CN112970620B (en) Method, apparatus, system, device and medium for detecting estrus status
JP2008211919A (en) Battery exhaustion detecting system and radio communication apparatus
KR102296226B1 (en) Internet of things system and method for changing battery of sensor node in the same
KR102143402B1 (en) Wireless sensor and power control method in the same
JP2019091358A (en) Data communication device, data communication method, program, and recording medium
US9736783B2 (en) Device adapter, device system, and start control method
JP6942653B2 (en) Sensor device
JP4734226B2 (en) WIRELESS DEVICE POWER CONTROL DEVICE, WIRELESS CONTROLLER, WIRELESS SENSOR, SENSOR NETWORK SYSTEM, AND WIRELESS TERMINAL POWER CONTROL METHOD USING THE SAME
KR20230076669A (en) Battery movement detection apparatus and battery monitoring system comprising the same
Angrisani et al. An innovative embedded wireless sensor network system for the structural health monitoring of RC structures
CN110691135A (en) Equipment data uploading method and system, Internet of things module and storage medium
JPH06138256A (en) Automatic waves observation system
RU2682078C2 (en) Method of collection and transmission of data and stand-alone device for implementation thereof
CN115136020B (en) Remote battery estimation
WO2023074801A1 (en) Communications device, communications system, and communications method
US20200413165A1 (en) System and Method for Transmitting Information
CN211124353U (en) Wireless device for transmitting data to smart phones and other devices

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
GR01 Patent grant
GR01 Patent grant