Body sensor network system based on compressed sensing
A sensor network and compressive sensing technology, applied in the field of body sensor network system based on compressive sensing, can solve the problems of limited scope of application, wireless networking of multiple sensor nodes without consideration, large size, etc., to reduce sampling and transmission power. consumption effect
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specific Embodiment approach 1
[0053] Specific implementation mode one, the following combination Figure 4 , Figure 5 and Image 6 This embodiment will be specifically described.
[0054] Figure 4 It is the original data of a certain record, the sampling frequency is 100HZ, and the signal length is 5400 (54 seconds). When the compression ratio is set to 0.72, the original data is compressed to 1500 data points. By calculation, the image 3 R1 is set to 100KΩ, C1 is set to 1uF, that is, the integral time constant is 100ms. Resistor R2 is set to 100KΩ. Set the closing frequency of the electronic switch to 28HZ. ZigBee protocol is used for wireless transmission, USB protocol is used for PC communication, and sparse Bayesian optimization method is used for data reconstruction module.
[0055] Compressed sampled data such as Figure 5 As shown, it can be seen from the figure that the original data is greatly compressed, and the compressed and sampled data has encryption characteristics, which is conv...
specific Embodiment approach 2
[0057] Specific implementation mode two, the following combination Figure 7 , Figure 8 and Figure 9 This embodiment will be specifically described.
[0058] This embodiment is a body sensor network system including eight ECG sensors, which is used to record the ECG information of the human body.
[0059] Figure 7 It is the original data of a certain record, the sampling frequency is 250HZ, and the signal length is 1600 (6.4 seconds). When the compression ratio is set to 0.5, the original data is compressed to 800 data points. By calculation, the image 3 R1 is set to 50KΩ, C1 is set to 1uF, that is, the integral time constant is 50ms. Resistor R2 is set to 100KΩ. Set the closing frequency of the electronic switch to 125HZ. The wireless transmission method adopts the Bluetooth protocol, the PC communication method adopts the RS232 protocol, and the data reconstruction module adopts the sparse Bayesian optimization method.
[0060] Compressed sampled data such as ...
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