Multi-parameter sleep monitoring and intelligent diagnosis system based on 4G mobile communication technology and application method of multi-parameter sleep monitoring and intelligent diagnosis system
A sleep monitoring and mobile communication technology, applied in the field of sleep monitoring, can solve the problems of low accuracy of automatic diagnosis, achieve huge diagnostic significance and market value, reduce psychological and physiological burden, solve the singleness of monitoring parameters and the problem of wired communication. inconvenience effect
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Embodiment 1
[0039] combined with figure 2 , 3 , this embodiment describes in detail the basic composition of a multi-parameter sleep monitoring and intelligent diagnosis system based on 4G mobile communication technology.
[0040] A multi-parameter sleep monitoring and intelligent diagnosis system based on 4G mobile communication technology, comprising at least three parts: a sensing part, a receiving part, and a remote analysis and processing part, all of which have hardware entities.
[0041] The above-mentioned sensing part includes a multi-mode micro-load wearable physiological signal sensor, which can be a plurality of miniaturized physiological parameter sensing chips, external circuit connection terminals, signal transmission terminals, control circuits, and micro power supplies.
[0042] The above-mentioned receiving unit includes a signal receiving terminal, a memory, and a signal transmitting terminal.
[0043] The above-mentioned remote analysis and processing unit The remot...
Embodiment 2
[0056] This embodiment is carried out on the basis of Embodiment 1, and describes the usage method of the multi-parameter sleep monitoring and intelligent diagnosis system based on 4G mobile communication technology in Embodiment 1.
[0057] Before describing the method, refer to the attached figure 1 , the technical difficulties of the present invention are explained first.
[0058] 1. One of the technical difficulties: micro-load sensor reliability\accuracy technology
[0059] Reference attached figure 1 , for this technical difficulty, the dynamic physiological / pathological state adaptive recognition technology of sleep physiological signal monitoring, "multi-electrode compensation", "micro-load signal perception compensation", "secondary calibration" and other technologies are used to solve the current micro-load sensor The problem of inaccurate measurement and large errors caused by external factors; the self-adaptive pulse wave detection technology is used to realize t...
Embodiment 3
[0080] This embodiment is carried out on the basis of Embodiment 1-2. The difference from Embodiment 2 is that another filtering algorithm is used: a geometric feature filtering algorithm using time-frequency aliasing signals to effectively filter out physiological parameter detection Noise and interference, the method of setting a specific nonlinear filter in the time domain - geometric feature filtering method, using artificial neural network as a nonlinear filter, eliminating the usual design and optimization process for filter frequency characteristics, It only needs to train the weight coefficients of the artificial neural network, and there is no limit to the training method. Combined with the BP algorithm, the noise and interference of physiological parameter detection can be effectively filtered out.
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