Human body daily behavior activity recognition optimization method based on stacking noise reduction auto-encoder
A self-encoder, activity recognition technology, applied in character and pattern recognition, instruments, computer parts, etc., can solve the problems of time and energy consumption, not considering the application of transfer behavior, etc., and achieve the effect of high accuracy
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[0034] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. Apparently, the described embodiments are some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.
[0035] The present embodiment adopts experiments to verify the effectiveness of the method of the present invention. The experimental data collection part is collected in a controllable laboratory environment, and 10 healthy adults are selected for experiments, and the Shimmer wireless wearable sensor is used to collect Data, including three-axis accelerometers and gyroscopes; during the experiment, the staff will inform the experimenters what behaviors they need to perform, but they will not strictly stipulate how they perform these ...
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