Animal heart rate monitoring system and neural network based heart rate state recognition method

A heart rate monitoring and state recognition technology, applied in the measurement of pulse rate/heart rate, telemetry patient monitoring, medical science, etc., can solve the problems of inability to implement high-frequency detection, speed up, inconvenient tracking of animal heart rate changes, etc., to save manpower , reducing labor force, the effect of precise health monitoring

CN107041740AInactive Publication Date: 2017-08-15南京国雅信息科技有限公司
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Publication Date
2017-08-15
Estimated Expiration
Not applicable · inactive patent

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Abstract

The invention discloses an animal heart rate monitoring system and a neural network based heart rate state recognition method. The monitoring system includes an acquisition device and an intelligent terminal application; the acquisition device can acquire a contact pressure, the heart rate, and the acceleration information of an animal to be monitored, and can determine if there is an effective contact or not according to the contact pressure; and the intelligent terminal application receives effective animal data of the acquisition device, and recognizes the effective animal data as an animal heart rate state. The recognition method is based on a neural network, can perform training and learning based on a sample set, and can recognize the animal heat rate state on the basis of the trained model. The monitoring system can achieve automatic detection and remote real-time monitoring of the animal heart rate without manual detection or records, and can save lots of manpower. The recognition method can eliminate differences in species, ages, individuals and motion states of the animals, is really customized for each object to be monitored, and can achieve accurate and effective body temperature monitoring.
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Description

technical field

[0001] The invention relates to the field of animal health monitoring, in particular to an animal heart rate monitoring system and a method for recognizing heart rate state based on a neural network. Background technique

[0002] Heart rate is an important health indicator of animals, and heart rate monitoring is one of the important ways to evaluate the health status of animals. The timeliness, accuracy and reliability of heart rate monitoring directly affect the prevention, diagnosis, treatment and postoperative recovery of diseases.

[0003] Traditional animal heart rate detection takes a single heart rate sample point, which is very inconvenient to track changes in animal heart rate. At present, the measurement of animal heart rate is mainly done manually. The owner needs to manually measure the animal heart rate every day, record the heart rate, and draw the heart rate curve. large workload. Moreover, some animals, such as grazing cattle, cannot coopera...

Examples

Embodiment 1

[0052] The animal heart rate monitoring system in this embodiment includes a collection device worn on the animal and used for collecting the animal's heart rate, and an intelligent terminal application for monitoring the animal's heart rate.

[0053] like figure 1 As shown, the collection device includes a heart rate collector and a binding strap. Both sides of the heart rate collector are fixedly connected with binding straps with adjustable lengths. The binding straps are used to fix the collecting device and the animal. The abdominal strap has a built-in battery pack, and the acquisition device is embedded with a pressure sensor, an acceleration sensor, and a heart rate sensor, and the pressure sensor and the heart rate sensor are arranged close to the skin of the animal. The collection device can be connected by the buckles at both ends of the binding belt, or directly tied together, so as to be worn on the animal.

[0054] like figure 2 As shown, the acquisition devic...

Embodiment 2

[0064] The second embodiment is based on the first embodiment, and the intelligent terminal application is further provided with a human-computer interaction module 26 . The human-computer interaction module 26 is connected with the acquisition data buffer module 22 and the state data buffer module 24 .

[0065] The human-computer interaction module 26 is used to receive the instructions provided by the user through interactive modes such as touch screen, keyboard and voice, and from the acquisition data buffer module 22 and the state data buffer module 24, press the command to take out data, and then use screen or voice etc. way to display the retrieved data to the user.

Embodiment 3

[0067] In the third embodiment, on the basis of the first embodiment or the second embodiment, the intelligent terminal application is further provided with a state data transmission module 25 . The state data transmission module 25 is connected with the local state data cache module 24 and the remote intelligent monitoring system 3 .

[0068] The state data transmission module 25 connects the intelligent terminal application 2 with the intelligent monitoring system 3 through a long-distance communication network such as the Internet, TD-SCDMA or WCDMA, and is used to upload the animal heart rate state information to the intelligent monitoring system 3 as a historical data for query or for deeper intelligent analysis.