CN109453462A - A kind of functional electrostimulation device and system - Google Patents

A kind of functional electrostimulation device and system Download PDF

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CN109453462A
CN109453462A CN201811312820.9A CN201811312820A CN109453462A CN 109453462 A CN109453462 A CN 109453462A CN 201811312820 A CN201811312820 A CN 201811312820A CN 109453462 A CN109453462 A CN 109453462A
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signal
eeg signals
attitude
functional
characteristic value
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CN109453462B (en
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张虹淼
丁世来
李娟�
李伟达
孙立宁
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Suzhou University
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N1/00Electrotherapy; Circuits therefor
    • A61N1/18Applying electric currents by contact electrodes
    • A61N1/32Applying electric currents by contact electrodes alternating or intermittent currents
    • A61N1/36Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
    • A61N1/36014External stimulators, e.g. with patch electrodes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/369Electroencephalography [EEG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7225Details of analog processing, e.g. isolation amplifier, gain or sensitivity adjustment, filtering, baseline or drift compensation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N1/00Electrotherapy; Circuits therefor
    • A61N1/18Applying electric currents by contact electrodes
    • A61N1/32Applying electric currents by contact electrodes alternating or intermittent currents
    • A61N1/36Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
    • A61N1/3605Implantable neurostimulators for stimulating central or peripheral nerve system
    • A61N1/3606Implantable neurostimulators for stimulating central or peripheral nerve system adapted for a particular treatment
    • A61N1/36067Movement disorders, e.g. tremor or Parkinson disease
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N1/00Electrotherapy; Circuits therefor
    • A61N1/18Applying electric currents by contact electrodes
    • A61N1/32Applying electric currents by contact electrodes alternating or intermittent currents
    • A61N1/36Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
    • A61N1/3605Implantable neurostimulators for stimulating central or peripheral nerve system
    • A61N1/36128Control systems
    • A61N1/36135Control systems using physiological parameters

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Abstract

The invention discloses a kind of functional electrostimulation device, which includes: signal acquisition unit, for acquiring the attitude signal of EEG signals and target limbs;EEG Processing unit for handling EEG signals, and judges whether EEG signals have Mental imagery information;Attitude signal processing unit for handling attitude signal when EEG signals have Mental imagery information, and determines the corresponding characteristic value of attitude signal;Electro photoluminescence output unit, for exporting electro photoluminescence corresponding with characteristic value to the corresponding muscle group in joint to be stimulated.The motion intention of patient is conveyed to the corresponding muscle group in joint to be stimulated by the device, in a manner of imitating normal human nerve and convey motion intention, the rehabilitation training of autonomous control is carried out to suffering limb.The invention also discloses a kind of functional electric stimulation systems, have corresponding technical effect.

Description

A kind of functional electrostimulation device and system
Technical field
The present invention relates to medical assistance rehabilitation training apparatus fields, more particularly to a kind of functional electrostimulation device and are System.
Background technique
Cerebral apoplexy and taking place frequently for traffic accident cause the patient populations of spinal cord injury to increase year by year, and traditional rehabilitation maneuver is all It is patient compliance's rehabilitation Shi Jinhang passive type rehabilitation training, the rehabilitation efficacy of this training method is bad.
When for severe hemiplegia patient, it is desirable to provide user can be automatically controled, and can external environment be exchanged and be controlled The mode of system.Research finds human body in the case where receiving the control of environmental stimuli or independent behaviour and consciousness, and generated brain is electric (Electroencephalogram, EEG) active signal shows different change in time and space modes, and EEG signal is a kind of The signal of peripheral nerve and muscle is not depended on.But since EEG has weak output signal, the low and non-stationary strong feature of signal-to-noise ratio, Not only having differences property between individual, and there are othernesses in individual, can not also realize using brain electricity at present and carry out autonomous type health Refreshment is practiced.
Therefore, the problems such as how autonomous control effectively being realized in rehabilitation training is that current those skilled in the art are anxious Technical problem to be solved.
Summary of the invention
The object of the present invention is to provide a kind of functional electrostimulation device and system to realize and suffer from athletic rehabilitation treatment The active rehabilitation training that person is actively engaged in, while patient can also be eliminated lead to the fatigue of eyes using BCI system for a long time With dry and astringent problem.
In order to solve the above technical problems, the invention provides the following technical scheme:
A kind of functional electrostimulation device, comprising:
Signal acquisition unit, for acquiring the attitude signal of EEG signals and target limbs;Wherein, the target limb Body is the limbs for having motion association relationship with joint to be stimulated;
EEG Processing unit for handling the EEG signals, and judges whether the EEG signals have There is Mental imagery information;
Attitude signal processing unit is used for when the EEG signals have the Mental imagery information, to the posture Signal is handled, and determines the corresponding characteristic value of the attitude signal;
Electro photoluminescence output unit, for exporting electricity corresponding with the characteristic value to the corresponding muscle group in the joint to be stimulated Stimulation.
Preferably, the EEG Processing unit, comprising:
Baseline wander subelement obtains first for carrying out Baseline wander and artefact removal processing to the EEG signals EEG signals;
Filtering subunit obtains the second EEG signals for being filtered to first EEG signals;
Feature extraction subelement, for extracting motion intention characteristic value from second EEG signals;
Judgment sub-unit, for judging whether the motion intention characteristic value is greater than preset threshold, if it is, determining institute EEG signals are stated with Mental imagery information.
Preferably, the filtering subunit, specifically for first EEG signals are input to Butterworth filter Middle carry out bandpass filtering, then space filter is carried out to the bandpass signal of Butterworth filter output under cospace mode Wave obtains the second EEG signals.
Preferably, attitude signal processing unit is specifically used for when the EEG signals have Mental imagery information, pre- If extracting the corresponding angular average of the attitude signal in time window, and using the angular average as characteristic value.
Preferably, the electro photoluminescence output unit, specifically for according to pre-set characteristic value and intensity of electric stimulus Corresponding relationship exports electro photoluminescence corresponding with the characteristic value to the corresponding muscle group in the joint to be stimulated.
Preferably, further includes:
Feedback unit, for detecting motion information of the joint to be stimulated under the electro photoluminescence, described in utilizing Motion information is modified the corresponding relationship.
A kind of functional electric stimulation system, comprising:
Signal acquisition module, signal processing module and functional electrical stimulato;
Wherein, signal acquisition module, for acquiring EEG signals and attitude signal;
Signal processing module obtains trigger signal for handling the EEG signals and the attitude signal;
Functional electrical stimulato for receiving the trigger signal, and exports electro photoluminescence corresponding with the trigger signal;
Between the signal acquisition module and the signal processing module have communication connection, the signal processing module with There is communication connection between the functional electrical stimulato.
Preferably, the signal acquisition module includes EGG sensor and attitude transducer, wherein the EGG sensor is used In acquisition EEG signals;The attitude transducer is for acquiring attitude signal.
Preferably, the attitude signal collector includes gyroscope, acceleration transducer.
Preferably, the functional electrical stimulato includes STM8 master control system module, boost module, impulse stimulation generation mould Block and power module;Wherein, the voltage adjustable extent of the electro photoluminescence is 20-100V.
Using device provided by the embodiment of the present invention, which includes: signal acquisition unit, for acquiring brain telecommunications Number and target limbs attitude signal;Wherein, target limbs are the limbs for having motion association relationship with joint to be stimulated; EEG Processing unit for handling EEG signals, and judges whether EEG signals have Mental imagery information;Appearance State signal processing unit for handling attitude signal when EEG signals have Mental imagery information, and determines posture The corresponding characteristic value of signal;Electro photoluminescence output unit, for corresponding with characteristic value to the corresponding muscle group output in joint to be stimulated Electro photoluminescence.
EEG signals (bio signal) and attitude signal (physical signal) are blended the movement to identify human body by the device It is intended to.Specifically, being acquired to EEG signals and attitude signal, when detecting there is Mental imagery information in EEG signals When, attitude signal is analyzed, and determine the characteristic value of attitude signal.Due to being moved between each limbs of human body When, there can be incidence relation, when such as people's walking, the amplitude of fluctuation of upper limb and the walking frequency of lower limb are consistent.In this way, can be based on The characteristic value of attitude signal exports electro photoluminescence corresponding with this feature value using electro photoluminescence output unit, makes suffering limb in electro photoluminescence Lower movement, to imitate control of the cerebral nerve to limbs.In this way, environmental stimuli or autonomous can received by acquisition patient Under behavior and the control of consciousness, generated EEG signals, and combine and controlled by human brain and there is fortune with joint to be stimulated The attitude signal acquired on the target limbs of dynamic incidence relation, when there is Mental imagery information in EEG signals, to be stimulated The corresponding muscle group in joint exports electro photoluminescence corresponding with the characteristic value extracted from attitude signal, to pass through the device for patient's Motion intention is conveyed to the corresponding muscle group in joint to be stimulated, in a manner of imitating normal human nerve and convey motion intention, comes The rehabilitation training of autonomous control is carried out to suffering limb.
Correspondingly, the embodiment of the invention also provides functional electrostimulations corresponding with above-mentioned functional electrostimulation device System has above-mentioned technique effect, and details are not described herein.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with It obtains other drawings based on these drawings.
Fig. 1 is a kind of structural schematic diagram of functional electrostimulation device in the embodiment of the present invention;
Fig. 2 is a kind of structural schematic diagram of functional electric stimulation system in the embodiment of the present invention;
Fig. 3 is a kind of specific frame diagram of functional electric stimulation system in the embodiment of the present invention;
Fig. 4 is a kind of motion intention rehabilitation training normal form flow chart in the embodiment of the present invention;
Fig. 5 is a kind of rehabilitation training flow chart based on functional electric stimulation system in the embodiment of the present invention.
Specific embodiment
In order to enable those skilled in the art to better understand the solution of the present invention, with reference to the accompanying drawings and detailed description The present invention is described in further detail.Obviously, described embodiments are only a part of the embodiments of the present invention, rather than Whole embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art are not making creative work premise Under every other embodiment obtained, shall fall within the protection scope of the present invention.
Embodiment one:
Referring to FIG. 1, Fig. 1 is a kind of structural schematic diagram of functional electrostimulation device in the embodiment of the present invention, the device It include: signal acquisition unit 101, EEG Processing unit 102, attitude signal processing unit 103 and electro photoluminescence output unit 104。
Signal acquisition unit 101, for acquiring the attitude signal of EEG signals and target limbs;Wherein, target limbs To have the limbs of motion association relationship with joint to be stimulated;EEG signals, that is, EEG, attitude signal include target limb rotation Angle, the amplitude of movement, movement the posture informations such as acceleration.
EEG Processing unit 102 for handling EEG signals, and judges whether EEG signals have movement Imagine information;When handling EEG signals, EEG signals can be screened, irrelevant signal is removed.Wherein, movement is thought Image information can be the Mental imagery information of target limbs, such as right hand Mental imagery.
Attitude signal processing unit 103 is used for when EEG signals have Mental imagery information, at attitude signal Reason, and determine the corresponding characteristic value of attitude signal;Wherein, the characteristic value of attitude signal can using target limb rotation angle, Characteristic value is calculated in any one or more numerical informations in the amplitude of movement, the acceleration of movement.Specifically, characteristic value It is bigger, indicate that exercise intensity is bigger.For example, attitude signal processing unit, can be specifically used for having Mental imagery in EEG signals When information, the corresponding angular average of attitude signal is extracted in preset time window, and using angular average as characteristic value. That is, calculating corresponding angular average to the attitude signal in one section of duration, and using angular average as feature Value.
Electro photoluminescence output unit 104, for exporting electro photoluminescence corresponding with characteristic value to the corresponding muscle group in joint to be stimulated. Electro photoluminescence output unit can export electro photoluminescence corresponding with characteristic value to the corresponding muscle group in joint to be stimulated.For example, if to be stimulated Joint is ankle-joint, can export electro photoluminescence corresponding with characteristic value to tibialis anterior.If specifically, the intensity of electro photoluminescence can be divided into Dry grade, and corresponding intensity of electric stimulus is selected according to the size of characteristic value, such as a characteristic value value range section can A corresponding intensity of electric stimulus.The electro photoluminescence can stimulate for voltage.
Using device provided by the embodiment of the present invention, which includes: signal acquisition unit, for acquiring brain telecommunications Number and target limbs attitude signal;Wherein, target limbs are the limbs for having motion association relationship with joint to be stimulated; EEG Processing unit for handling EEG signals, and judges whether EEG signals have Mental imagery information;Appearance State signal processing unit for handling attitude signal when EEG signals have Mental imagery information, and determines posture The corresponding characteristic value of signal;Electro photoluminescence output unit, for corresponding with characteristic value to the corresponding muscle group output in joint to be stimulated Electro photoluminescence.
EEG signals (bio signal) and attitude signal (physical signal) are blended the movement to identify human body by the device It is intended to.Specifically, being acquired to EEG signals and attitude signal, when detecting there is Mental imagery information in EEG signals When, attitude signal is analyzed, and determine the characteristic value of attitude signal.Due to being moved between each limbs of human body When, there can be incidence relation, when such as people's walking, the amplitude of fluctuation of upper limb and the walking frequency of lower limb are consistent.In this way, can be based on The characteristic value of attitude signal exports electro photoluminescence corresponding with this feature value using electro photoluminescence output unit, makes suffering limb in electro photoluminescence Lower movement, to imitate control of the cerebral nerve to limbs.In this way, environmental stimuli or autonomous can received by acquisition patient Under behavior and the control of consciousness, generated EEG signals, and combine and controlled by human brain and there is fortune with joint to be stimulated The attitude signal acquired on the target limbs of dynamic incidence relation, when there is Mental imagery information in EEG signals, to be stimulated The corresponding muscle group in joint exports electro photoluminescence corresponding with the characteristic value extracted from attitude signal, to pass through the device for patient's Motion intention is conveyed to the corresponding muscle group in joint to be stimulated, in a manner of imitating normal human nerve and convey motion intention, comes The rehabilitation training of autonomous control is carried out to suffering limb.
Wherein, EEG Processing unit 102, can specifically include:
Baseline wander subelement obtains the first brain electricity for carrying out Baseline wander and artefact removal processing to EEG signals Signal;
Filtering subunit obtains the second EEG signals for being filtered to the first EEG signals;
Feature extraction subelement, for extracting motion intention characteristic value from the second EEG signals;
Judgment sub-unit, for judging whether motion intention characteristic value is greater than preset threshold, if it is, determining brain telecommunications Number have Mental imagery information.
It is described for ease of description, below combining above three subelement.
Baseline wander subelement carries out Baseline wander to EEG signals and artefact removal is handled, and can get the first brain telecommunications Number.Wherein, when carrying out Baseline wander, the EEG signals of the attonity after can acquiring one section of calibration in advance take its mean value as mark EEG signals can be subtracted the average value, when carrying out Baseline wander to realize baseline correction by standard;EEG signals are carried out Power frequency 50Hz notch filter removes artefact.After obtaining the first EEG signals, to reduce interference signal, using filtering subunit First EEG signals are filtered, the signal obtained after filtering is EEG signals.
Preferably due to which the frequency range of the Mental imagery information in EEG signals belongs to intermediate-freuqncy signal, and active signal is transported Dynamic imagination information table reveals different change in time and space modes, therefore when filtering subunit is filtered the first EEG signals, First EEG signals can be input in Butterworth filter and carry out bandpass filtering, then to Butterworth under cospace mode The bandpass signal of filter output carries out space filtering, obtains the second EEG signals.Specifically, Butterworth filter can be 4 Rank Butterworth filter, bandpass range: 8-30Hz.After obtaining the second EEG signals, feature extraction subelement can be from second Motion intention characteristic value is extracted in EEG signals.When extracting motion intention characteristic value, feature can also be carried out under cospace mode It extracts.After obtaining motion intention characteristic value, judgment sub-unit can determine whether motion intention characteristic value is greater than preset threshold, If it is, determining that EEG signals have Mental imagery information.
Preferably, when exporting electro photoluminescence corresponding with characteristic value to the corresponding muscle group in joint to be stimulated, electro photoluminescence output Unit, specifically can be according to the corresponding relationship of pre-set characteristic value and intensity of electric stimulus, to the corresponding muscle group in joint to be stimulated Export electro photoluminescence corresponding with characteristic value.That is, different attitude signals corresponds to the electro photoluminescence of varying strength, such patient When carrying out rehabilitation training, not only can by EEG signals to starting electrical stimulation device, can also by autonomous control target limbs, And then it realizes and joint to be stimulated is carried out the autonomous sense of participation of patient to be promoted, so that nervous system obtains more by the stimulation controlled It takes exercise well.
Preferably due to which the differences such as the personality of different patients, constitution, body, may result in the electricity suitable for patient A Under stimulus intensity, the case where being not particularly suited for patient B and same motion intention, attitude signal is different.Thus, in the present invention It can also include: feedback unit in functional electrostimulation device provided by embodiment.The feedback unit, it is cocked for detecting Motion information of the joint under electro photoluminescence is swashed, to be modified using motion information to corresponding relationship.
Embodiment two:
Corresponding to devices above embodiment, the embodiment of the invention also provides a kind of functional electric stimulation systems, hereafter The functional electric stimulation system of description can correspond to each other reference with functionality described above electrical stimulation device.
Shown in Figure 2, which comprises the following modules:
Signal acquisition module 201, signal processing module 202 and functional electrical stimulato 203;
Wherein, signal acquisition module 201, for acquiring EEG signals and attitude signal;
Signal processing module 202 obtains trigger signal for handling EEG signals and attitude signal;
Functional electrical stimulato 203 for receiving trigger signal, and exports electro photoluminescence corresponding with trigger signal;
There is communication connection, signal processing module 202 and function between signal acquisition module 201 and signal processing module 202 There can be communication connection between property egersimeter 203.
Wherein, TCP/IP technology can be used in signal acquisition module and EEG signals and attitude signal is transferred to control system Signal processing module in;Signal processing module can be used Serial technology and trigger signal be transferred in egersimeter module.
Using system provided by the embodiment of the present invention, which includes: signal acquisition module, signal processing module and function It can property egersimeter;Wherein, signal acquisition module, for acquiring EEG signals and attitude signal;Signal processing module, for pair EEG signals and attitude signal are handled, and trigger signal is obtained;Functional electrical stimulato, for receiving trigger signal, and it is defeated Electro photoluminescence corresponding with trigger signal out;There is communication connection, signal processing between signal acquisition module and signal processing module There is communication connection between module and functional electrical stimulato.Wherein, TCP/IP technology can be used in signal acquisition module by brain Electric signal and attitude signal are transferred in the signal processing module of control system;Signal processing module can be used Serial technology and will touch Signalling is transferred in egersimeter module.
EEG signals (bio signal) and attitude signal (physical signal) can be blended the fortune to identify human body by the system It is dynamic to be intended to.Specifically, being acquired to EEG signals and attitude signal, there is Mental imagery letter when detecting in EEG signals When breath, attitude signal is analyzed, and determines the characteristic value of attitude signal.Due to being transported between each limbs of human body When dynamic, there can be incidence relation, when such as people's walking, the amplitude of fluctuation of upper limb and the walking frequency of lower limb are consistent.In this way, can base In the characteristic value of attitude signal, electro photoluminescence corresponding with this feature value is exported using electro photoluminescence output unit, makes suffering limb in electricity The lower movement of stimulation, to imitate control of the cerebral nerve to limbs.In this way, can by acquisition patient receive environmental stimuli or Under the control of independent behaviour and consciousness, generated EEG signals, and combine and controlled by human brain, and have with joint to be stimulated The attitude signal acquired on the target limbs for having motion association relationship is treated when having Mental imagery information in EEG signals The corresponding muscle group in joint is stimulated to export electro photoluminescence corresponding with the characteristic value extracted from attitude signal, will suffer from by the device The motion intention of person is conveyed to the corresponding muscle group in joint to be stimulated, to imitate the side that normal human nerve conveys motion intention Formula carries out the rehabilitation training of autonomous control to suffering limb.
Specifically, signal acquisition module 201 includes EGG signal acquisition cap and attitude transducer, wherein EGG signal acquisition Cap is for acquiring EEG signals;Attitude transducer is for acquiring attitude signal.Wherein, attitude signal collector include gyroscope, Acceleration transducer.
Specifically, functional electrical stimulato 202 includes STM8 master control system module, boost module, impulse stimulation generation mould Block, power module and 2 output channels;Wherein, the voltage adjustable extent of electro photoluminescence is 20-100V, and the frequency range of electro photoluminescence is 20Hz。
Embodiment three:
To better understand technical solution provided by the embodiment of the present invention convenient for those skilled in the art, below with specific Functional electric stimulation system application scenarios that ankle-joint is stimulated for, be provided for the embodiments of the invention technical side Case is described in detail.
The functional electric stimulation system for the brain switch control based on Mental imagery that the embodiment of the invention provides a kind of, this is System realizes that the motion intention of human body controls electric stimulation: first order control using Two-stage control: carrying out signal point to EEG signal Analysis processing such as right hand Mental imagery, then opens electric stimulation when system detection to EEG signals has Mental imagery information Carry out intention control;Conversely, being not turned on electric stimulation when system detection to EEG signals is idle state.Second level control System: on the basis of EEG signals are opened after electric stimulation, when system detection to attitude angle reaches the threshold range of setting When, the electric stimulation pulse that electric stimulation exports corresponding stimulus intensity stimulates affected limb position.
Referring to FIG. 3, Fig. 3 is a kind of specific frame diagram of functional electric stimulation system in the embodiment of the present invention.
Before using the functional electric stimulation system, it need to be pre-adjusted stimulation parameter, for example, parameter setting frequency of stimulation For 20Hz, stimulation voltage is divided into 3 grades: 40V, 50V and 60V.Attitude angle is set as 60-70 ° is corresponding to stimulation voltage 40V, attitude angle be 80-90 ° correspond to stimulation voltage be 50V, attitude angle is 100-110 ° and is corresponding to stimulation voltage 60V.EEG signal acquires brain electricity cap in user or patient's wearing, starts EEG hardware and software systems, setting brain electricity sample frequency, brain electricity Channel and TCP/IP parameter;Attitude transducer is also worn simultaneously on right hand arm, starts attitude transducer hardware and software systems, if Set TCP/IP parameter.Certainly, above-mentioned parameter may also be configured to other numerical value.
After completing these preparation works, patient or user are in combination with motion intention rehabilitation training normal form stream shown in Fig. 4 Cheng Tu carries out Mental imagery and controls corresponding limbs to be moved so that functional electric stimulation system detect EEG signals and Attitude signal, and electro photoluminescence is carried out to suffering limb based on EEG signals and attitude signal, to imitate human normal movement.
Wherein, the prompt of motion intention rehabilitation training normal form process, specially user according to rehabilitation training normal form, user head It is first in 2s idle state, 1.8-2s then occurs and prepares prompt, then carry out 4s right hand Mental imagery task, next hears 0.5s The movement range task of 2.5-3s posture is carried out after prompt tone, it is last to be in 4s idle state again.Note that in order to inhibit eye electricity and Muscle artifacts, user try not to blink and move during the experiment or in rehabilitation training.
Referring to FIG. 5, Fig. 5 is a kind of rehabilitation training process based on functional electric stimulation system in the embodiment of the present invention Figure.That is, user carries out motion intention task according to prompt, functional electric stimulation system acquires original EEG signals and posture letter Number, and EEG signals relevant to Mental imagery task events are extracted from collected brain electricity original signal.The brain electricity of acquisition Signal data mostly come from primary sensorimotor area 10 channels (F3, Fc3, C3, Cp3, P3, F4, Fc4, C4, Cp4, P4), the attitude signal data of acquisition mostly come from right upper extremity Angle of Elbow Joint information.
Then, signal processing module carries out baseline correction and removal artefact processing to above-mentioned EEG signals, using 4 ranks Butterworth filter carries out the bandpass filtering of 8-30Hz, then carries out space filtering and feature extraction by cospace mode, obtains The characteristic value of the characteristic value that motion intention initial state determines into system, i.e. brain switch.Then, characteristic value brain switched, Classification and Identification is carried out using support vector machines (Support Vector Machine, SVM), sets brain switching threshold appropriate, More than the control signal that the characteristic value of threshold value is judged to stimulating unlatching, the classification results that control egersimeter is opened are obtained.
Meanwhile signal processing module is also handled attitude signal, attitude signal can also carry out baseline correction and removal Artefact processing, acquires the amplitude size of attitude signal in real time, extracts the angular average of the attitude data in setting window size, Characteristic value as attitude signal.By characteristic value compared with the threshold range of the related attitude angle of setting stimulus intensity, work as appearance The angular average of state signal is determined as the control signal of stimulus intensity in the threshold range of setting, obtains control egersimeter The classification results of stimulus intensity.
Data processing module in possibility electric stimulation determines the classification results of EEG signals and attitude signal Fused classification results are respectively converted into the triggering that control function egersimeter is opened with stimulus intensity and referred to by the fusion of plan grade It enables (with the trigger signal being outlined above), and triggering command is sent to the master control system of functional electrical stimulato in real time, it is main The instruction that control system docking receives is analyzed, and if only if the control instruction that first order instruction is brain switching signal, the second level Instruction is the control instruction of attitude signal, and system just carries out functional electrostimulation to user.That is, and if only if brain telecommunications When there is Mental imagery information in number, and extracting from attitude signal control instruction, corresponding electro photoluminescence is just exported.
After master control system (i.e. functional electric stimulation system) receives the control instruction of complete fusion every time, electric stimulation It can be automatically closed after normal work.And after patient repeats Mental imagery and limb motion, in functional electric stimulation system After obtaining the control instruction of brain switch and the control instruction of attitude signal, functional electrostimulation could be made to work again, Electro photoluminescence is exported again.Preferably, in order to guarantee the safety and reliability of electric stimulation, set-up function electro photoluminescence system System is not receiving open command, is always maintained at closed state;After receiving open command, when setting the unlatching of electric stimulation Between be 8s, if do not received in 8s control stimulus intensity instruction (satisfactory attitude signal is not detected), electro photoluminescence System can be automatically closed.
After functional electric stimulation system exports electro photoluminescence to the lower limb tibialis anterior of user, user is according to lower limb shin bone The excitement of preceding flesh is by by neural feedback, to brain, while feedback module is detected in combination with lower limb ankle joint angle detection system Angular dimension to ankle-joint changes, the size of elbow joint attitude angle when adjusting experiment next time in due course, and then adjusts appropriate Stimulus intensity makes system become closed loop feedback system, to simulate the Mental imagery reception and registration and motion feedback of nerve system of human body.
It can be seen that functional electric stimulation system provided by the embodiment of the present invention, mainly solves following problems: 1, solving It has determined using visual problems caused by other stimulation normal forms, has brought great convenience, while Mental imagery EEG signals to user Be it is spontaneous, make system more naturalization;2, solve motion intention in system qualitatively with quantification control function electricity Stimulation problem allows system to identify the initial state and movement degree of motion intention;3, binding function electrical stimulation technology, Not only meet motor learning principle but also can promote brain remodeling, and realize the active being involved in by brain to upper limb to lower limb whole body nerve Formula rehabilitation training enhances the controlling of brain and the locomitivity of upper and lower extremities, has itself unique excellent than traditional rehabilitation technique Gesture.

Claims (10)

1. a kind of functional electrostimulation device characterized by comprising
Signal acquisition unit, for acquiring the attitude signal of EEG signals and target limbs;Wherein, the target limbs are There are the limbs of motion association relationship with joint to be stimulated;
EEG Processing unit for handling the EEG signals, and judges whether the EEG signals have fortune Dynamic imagination information;
Attitude signal processing unit is used for when the EEG signals have the Mental imagery information, to the attitude signal It is handled, and determines the corresponding characteristic value of the attitude signal;
Electro photoluminescence output unit, for being pierced to the corresponding muscle group output in the joint to be stimulated electricity corresponding with the characteristic value Swash.
2. functional electrostimulation device according to claim 1, which is characterized in that the EEG Processing unit, packet It includes:
Baseline wander subelement obtains the first brain electricity for carrying out Baseline wander and artefact removal processing to the EEG signals Signal;
Filtering subunit obtains the second EEG signals for being filtered to first EEG signals;
Feature extraction subelement, for extracting motion intention characteristic value from second EEG signals;
Judgment sub-unit, for judging whether the motion intention characteristic value is greater than preset threshold, if it is, determining the brain Electric signal has Mental imagery information.
3. functional electrostimulation device according to claim 2, which is characterized in that the filtering subunit is specifically used for First EEG signals are input in Butterworth filter and carry out bandpass filtering, then to described bar under cospace mode The bandpass signal of special Butterworth filter output carries out space filtering, obtains the second EEG signals.
4. functional electrostimulation device according to claim 1, which is characterized in that attitude signal processing unit, it is specific to use In when the EEG signals have Mental imagery information, the corresponding angle of the attitude signal is extracted in preset time window Average value, and using the angular average as characteristic value.
5. functional electrostimulation device according to claim 1, which is characterized in that the electro photoluminescence output unit, specifically For the corresponding relationship according to pre-set characteristic value and intensity of electric stimulus, to the corresponding muscle group output in the joint to be stimulated Electro photoluminescence corresponding with the characteristic value.
6. functional electrostimulation device according to claim 5, which is characterized in that further include:
Feedback unit, for detecting motion information of the joint to be stimulated under the electro photoluminescence, to utilize the movement Information is modified the corresponding relationship.
7. a kind of functional electric stimulation system characterized by comprising
Signal acquisition module, signal processing module and functional electrical stimulato;
Wherein, signal acquisition module, for acquiring EEG signals and attitude signal;
Signal processing module obtains trigger signal for handling the EEG signals and the attitude signal;
Functional electrical stimulato for receiving the trigger signal, and exports electro photoluminescence corresponding with the trigger signal;
Between the signal acquisition module and the signal processing module have communication connection, the signal processing module with it is described There is communication connection between functional electrical stimulato.
8. functional electric stimulation system according to claim 7, which is characterized in that the signal acquisition module includes EGG Sensor and attitude transducer, wherein the EGG sensor is for acquiring EEG signals;The attitude transducer is for acquiring appearance State signal.
9. functional electric stimulation system according to claim 8, which is characterized in that the attitude signal collector includes top Spiral shell instrument, acceleration transducer.
10. functional electric stimulation system according to any one of claims 7 to 9, which is characterized in that the functional electric thorn Sharp device includes STM8 master control system module, boost module, impulse stimulation generation module and power module;Wherein, the electro photoluminescence Voltage adjustable extent be 20-100V.
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111091890A (en) * 2020-02-28 2020-05-01 郑州大学 Health cognitive system under self-excitation and feedback control
CN111659005A (en) * 2020-06-11 2020-09-15 浙江大学 Foot drop rehabilitation device based on myoelectric signals
CN113426007A (en) * 2021-05-17 2021-09-24 浙江大学 Closed-loop epidural electrical stimulation system for upper limb functional recovery
CN113975633A (en) * 2021-12-08 2022-01-28 国家康复辅具研究中心 Electrical stimulation rehabilitation training system based on multi-source information coupling feedback
CN114733067A (en) * 2022-05-18 2022-07-12 首都医科大学宣武医院 Non-implanted multi-target feedback type electrical stimulator
CN116510176A (en) * 2023-04-17 2023-08-01 维看科技(天津)有限公司 Information processing apparatus

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1887375A (en) * 2006-07-21 2007-01-03 天津大学 Intelligent paralytic patient recovering aid system
CN101711908A (en) * 2009-11-30 2010-05-26 上海交通大学 Hierarchical functional electrical stimulation recovery system for lower limbs
CN102284137A (en) * 2011-05-20 2011-12-21 天津大学 Functional electrical stimulation multisource information fusion control method
CN103212156A (en) * 2013-04-03 2013-07-24 重庆绿色智能技术研究院 Hemiplegic patient self-recovery meter based on body mirror image theory
US20140018694A1 (en) * 2010-03-31 2014-01-16 National Health-Care Group Pte Ltd. Method and system for motor rehabilitation
CN103623504A (en) * 2013-12-10 2014-03-12 天津市鸣都科技发展有限公司 Electroencephalo-graph language barrier recovery apparatus
CN104288909A (en) * 2013-07-18 2015-01-21 袁囡囡 Multi-feeling interactive and multimode control functional electrical stimulation system
CN104548347A (en) * 2015-01-22 2015-04-29 天津大学 Pure idea nerve muscle electrical stimulation control and nerve function evaluation system
US20150142082A1 (en) * 2013-11-15 2015-05-21 ElectroCore, LLC Systems and methods of biofeedback using nerve stimulation
CN106237510A (en) * 2016-08-26 2016-12-21 山东海天智能工程有限公司 A kind of brain control actively lower limb medical rehabilitation training system
CN107626040A (en) * 2017-10-24 2018-01-26 杭州易脑复苏科技有限公司 It is a kind of based on the rehabilitation system and method that can interact virtual reality and nerve electric stimulation
CN107638629A (en) * 2017-09-29 2018-01-30 北京联合大学 A kind of double auxiliary hand function rehabilitation training systems of double feedbacks
US20180071528A1 (en) * 2015-03-13 2018-03-15 Tokai University Educational System Spinal cord stimulation device for gait training
US20180140842A1 (en) * 2015-04-17 2018-05-24 National University Of Ireland, Galway Apparatus for management of a parkinson's disease patient's gait

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1887375A (en) * 2006-07-21 2007-01-03 天津大学 Intelligent paralytic patient recovering aid system
CN101711908A (en) * 2009-11-30 2010-05-26 上海交通大学 Hierarchical functional electrical stimulation recovery system for lower limbs
US20140018694A1 (en) * 2010-03-31 2014-01-16 National Health-Care Group Pte Ltd. Method and system for motor rehabilitation
CN102284137A (en) * 2011-05-20 2011-12-21 天津大学 Functional electrical stimulation multisource information fusion control method
CN103212156A (en) * 2013-04-03 2013-07-24 重庆绿色智能技术研究院 Hemiplegic patient self-recovery meter based on body mirror image theory
CN104288909A (en) * 2013-07-18 2015-01-21 袁囡囡 Multi-feeling interactive and multimode control functional electrical stimulation system
US20150142082A1 (en) * 2013-11-15 2015-05-21 ElectroCore, LLC Systems and methods of biofeedback using nerve stimulation
CN103623504A (en) * 2013-12-10 2014-03-12 天津市鸣都科技发展有限公司 Electroencephalo-graph language barrier recovery apparatus
CN104548347A (en) * 2015-01-22 2015-04-29 天津大学 Pure idea nerve muscle electrical stimulation control and nerve function evaluation system
US20180071528A1 (en) * 2015-03-13 2018-03-15 Tokai University Educational System Spinal cord stimulation device for gait training
US20180140842A1 (en) * 2015-04-17 2018-05-24 National University Of Ireland, Galway Apparatus for management of a parkinson's disease patient's gait
CN106237510A (en) * 2016-08-26 2016-12-21 山东海天智能工程有限公司 A kind of brain control actively lower limb medical rehabilitation training system
CN107638629A (en) * 2017-09-29 2018-01-30 北京联合大学 A kind of double auxiliary hand function rehabilitation training systems of double feedbacks
CN107626040A (en) * 2017-10-24 2018-01-26 杭州易脑复苏科技有限公司 It is a kind of based on the rehabilitation system and method that can interact virtual reality and nerve electric stimulation

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
丁世来: "融合脑电信号和姿态信号的运动意图识别及主动式康复训练系统研究", 《中国优秀硕士学位论文全文数据库 医药卫生科技辑》 *
张艳娜等: "基于BCI的下肢辅助康复系统的研究", 《杭州电子科技大学学报》 *
李青敏等: "基于EEG脑机接口的研究现状及在康复中的应用", 《北京生物医学工程》 *

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111091890A (en) * 2020-02-28 2020-05-01 郑州大学 Health cognitive system under self-excitation and feedback control
CN111659005A (en) * 2020-06-11 2020-09-15 浙江大学 Foot drop rehabilitation device based on myoelectric signals
CN113426007A (en) * 2021-05-17 2021-09-24 浙江大学 Closed-loop epidural electrical stimulation system for upper limb functional recovery
CN113426007B (en) * 2021-05-17 2024-04-19 浙江大学 Closed-loop dura mater external electric stimulation system for upper limb function recovery
CN113975633A (en) * 2021-12-08 2022-01-28 国家康复辅具研究中心 Electrical stimulation rehabilitation training system based on multi-source information coupling feedback
CN114733067A (en) * 2022-05-18 2022-07-12 首都医科大学宣武医院 Non-implanted multi-target feedback type electrical stimulator
CN114733067B (en) * 2022-05-18 2023-08-18 首都医科大学宣武医院 Non-implanted multi-target feedback type electric stimulator
CN116510176A (en) * 2023-04-17 2023-08-01 维看科技(天津)有限公司 Information processing apparatus
CN116510176B (en) * 2023-04-17 2024-02-06 维看科技(天津)有限公司 Information processing apparatus

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