CN109431498A - Wearable multi-modal physiological driver's condition monitoring system - Google Patents

Wearable multi-modal physiological driver's condition monitoring system Download PDF

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Publication number
CN109431498A
CN109431498A CN201811353853.8A CN201811353853A CN109431498A CN 109431498 A CN109431498 A CN 109431498A CN 201811353853 A CN201811353853 A CN 201811353853A CN 109431498 A CN109431498 A CN 109431498A
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signal
acquisition
human
computer interaction
modal
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于海涛
武欣昱
王江
邓斌
魏熙乐
刘晨
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Tianjin University
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Tianjin University
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    • 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
    • A61B3/00Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/113Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for determining or recording eye movement
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14542Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0219Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
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  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
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  • Cardiology (AREA)
  • Optics & Photonics (AREA)
  • Pulmonology (AREA)
  • Psychiatry (AREA)
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  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Ophthalmology & Optometry (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

The present invention relates to a kind of wearable multi-modal physiological driver's condition monitoring systems, comprising: wearable multi-modal biological signal collecting device, human-computer interaction terminal;It is characterized in that, the wearable multi-modal biological signal collecting device acquires multi-modal bio signal from wearer's head, eye and wrist respectively, for the monitoring to wearer's physiological status;The human-computer interaction terminal for the selection of acquisition parameter and acquisition unit enable signal to be arranged, and stores display bio signal.The wearable multi-modal biological signal collecting device includes: EEG acquisition unit, eye tracker unit, PPG acquisition unit, signal integration module, mobile microsever.

Description

Wearable multi-modal physiological driver's condition monitoring system
Technical field
The present invention relates to vehicle driving safety fields, refer specifically to a kind of wearable multi-modal physiological driver's status monitoring system System.
Background technique
Body and mental status of the bus driver when driving are related to passenger and other vehicle drivers Life security.With the sharp increase of China's automobile quantity in the past 10 years, traffic accident is consequently increased.And driver is driving When physical fatigue or the state of mind it is bad be the main reason for leading to traffic accident.Therefore real-time and accurately to the physiology of driver State is monitored the security of the lives and property important in inhibiting to avoid traffic accident, protect driver and passenger.
But due to particular job environment of driver, traditional physiological detection instrument can not be in narrow driver's cabin to driving The person's of sailing physiological status is detected.In addition single monitoring index can not also reflect the practical driving condition of driver.
Summary of the invention
For prior art defect, it is an object of the present invention to provide a kind of wearable multi-modal physiological driver's status monitoring systems System is more from driver's acquisition brain electricity, pulse, blood oxygen concentration, eye movement and pupil contraction etc. using wearable acquisition device Mode biological information realizes that driver's driving condition real-time and accurately monitors.Technical solution is as follows:
A kind of wearable multi-modal physiological driver's condition monitoring system, comprising: wearable multi-modal biological signal collecting Device, human-computer interaction terminal;It is characterized in that,
The wearable multi-modal biological signal collecting device is multi-modal from wearer's head, eye and wrist acquisition respectively Bio signal, for the monitoring to wearer's physiological status;
The human-computer interaction terminal for the selection of acquisition parameter and acquisition unit enable signal to be arranged, and stores Show bio signal.
The wearable multi-modal biological signal collecting device includes: EEG acquisition unit, eye tracker unit, PPG acquisition Unit, signal integration module, mobile microsever;
EEG acquisition unit, acquisition parameter and acquisition for being arranged according to human-computer interaction terminal make to can control signal acquisition EEG signals, and the EEG signals of acquisition are transferred to signal integration module;
Eye tracker unit, acquisition parameter and acquisition for being arranged according to human-computer interaction terminal make to can control signal acquisition eye Ball moving image, and by the image transmitting of acquisition to signal integration module;
PPG acquisition unit, acquisition parameter and acquisition for being arranged according to human-computer interaction terminal make to can control signal acquisition Heart rate and blood oxygen concentration signal, and the signal of acquisition is transferred to signal integration module;
The signal integration module, the signal acquisition control signal caching EEG for being issued according to human-computer interaction terminal are adopted Collect unit, eye tracker unit and the collected biological information of PPG acquisition unit, and by three kinds of biologies in a chronomere Information is integrated into unified data format, while the data after integration are sent to mobile microsever;
The mobile microsever is joined for receiving the acquisition control signal issued by human-computer interaction terminal and acquisition Number, and issued to signal integration module and acquire enabled and signal integration parameter instruction, control system acquires bio signal, simultaneously Bio signal after receiving the integration spread out of by signal integration module, is transferred to human-computer interaction terminal after being pre-processed.
The beneficial effects of the invention are as follows the monitorings realized under particular surroundings to the multi-modal physiological status of driver, by wearing The multi-modal acquisition equipment of formula is worn, realizes the multi-angle real-time monitoring of driver's physiological status when driving, monitoring personnel is having found It can implement corresponding measure when abnormality at once, guarantee the driving safety of vehicle.
Detailed description of the invention
Fig. 1 is system schematic of the invention;
Fig. 2 is system construction drawing of the invention;
Fig. 3 is EEG acquisition unit structure chart;
Fig. 4 is eye tracker cellular construction figure;
Fig. 5 is PPG acquisition unit structure chart;
In figure
1. wearable 2. human-computer interaction terminal 3.EEG acquisition unit of multi-modal biological signal collecting device, 4. eye tracker unit Mobile 9. electrod-array 10. of microsever of 6. signal integration module of 5.PPG acquisition unit, 7. power supply module 8. amplifies filtered electrical Road 11.A/D converts 12. infrared cameras 13. and caches 14. image processing module, 15. infrared transmitter, 16. infrared detector 17. Signal processing module 18.A/D converts 19. three-axis gyroscopes
Specific embodiment
In conjunction with attached drawing to wearable multi-modal physiological driver's condition monitoring system of the invention.
Present system schematic diagram and system construction drawing difference are as shown in Figure 1 and Figure 2, and system is by wearable multi-modal biology Signal pickup assembly 1 and 2 two large divisions of human-computer interaction terminal composition.The wherein wearable multi-modal biological signal collecting Device 1 includes: EEG acquisition unit 3, eye tracker unit 4, PPG acquisition unit 5, signal integration module 6, power supply module 7, movement Microsever 8.Mobile microsever 8 is issued to signal integration module 6 acquires enabled and signal integration parameter instruction, letter It number integrates module 6 and controls EEG acquisition unit 3, eye tracker unit 4 and the collaboration acquisition bio signal of PPG acquisition unit 5, simultaneously Cache EEG acquisition unit 9, eye tracker unit 4 and the collected biological information of PPG acquisition unit 5, and by a chronomere Interior all biological informations are integrated into unified data format, and the data after integration are sent to mobile microsever 8.It is described Human-computer interaction terminal 2 is used to be arranged the selection of acquisition parameter and acquisition unit enable signal, and stores display bio signal.Make User can be configured the acquisition parameter of multi-modal bio signal and the type of signal by human-computer interaction terminal 2.Together When, collected bio signal also can in human-computer interaction terminal 2 real-time display.
EEG acquisition unit structure chart of the invention as shown in figure 3, include altogether electrod-array 9, amplification filter module 10 and A/D conversion module 11.Electrod-array 9 acquires original EEG signals;Amplification filter module amplifies original EEG signals, filters Hz noise and the input range for making signal meet A/D conversion module 11 in signal are eliminated in wave and trap processing.
Eye tracker cellular construction figure of the invention as shown in figure 4, include altogether infrared camera 12, image buffer storage module 13 with And image processing module 14.Infrared camera 12 records the motion state of left and right eyeball respectively, and image data is transferred to figure As cache module 13;Image processing module 14 constantly reads image data from image buffer storage module 13 and extracts blinkpunkt, eye Hop the physiologic informations such as several and pupil contraction.
PPG acquisition unit of the invention as shown in figure 5, include infrared transmitter 15, infrared detector 16, A/D conversion altogether Module 17, signal processing module 18 and three-axis gyroscope 19.The infrared ray that infrared transmitter 15 emits is passed through according on human skin Received after skin reflex by infrared detector 16, then by A D conversion module 17 be converted into PPG signal and be transferred to signal processing module 18;Three-axis gyroscope 19 is used to measure the motion state of wrist, and is transferred to signal processing module 18;Signal processing module according to Wrist-sport state carries out data analysis to PPG signal, extracts the physical signs such as heart rate, blood oxygen concentration.

Claims (1)

1. a kind of wearable multi-modal physiological driver's condition monitoring system, comprising: wearable multi-modal biological signal collecting dress It sets, human-computer interaction terminal;It is characterized in that,
The wearable multi-modal biological signal collecting device acquires multi-modal biology from wearer's head, eye and wrist respectively Signal, for the monitoring to wearer's physiological status;
The human-computer interaction terminal for the selection of acquisition parameter and acquisition unit enable signal to be arranged, and stores display Bio signal.
The wearable multi-modal biological signal collecting device includes: EEG acquisition unit, eye tracker unit, PPG acquisition list Member, signal integration module, mobile microsever;
EEG acquisition unit, acquisition parameter and acquisition for being arranged according to human-computer interaction terminal make to can control signal acquisition brain electricity Signal, and the EEG signals of acquisition are transferred to signal integration module;
Eye tracker unit, acquisition parameter and acquisition for being arranged according to human-computer interaction terminal make to can control signal acquisition eyeball fortune Motion video, and by the image transmitting of acquisition to signal integration module;
PPG acquisition unit, acquisition parameter and acquisition for being arranged according to human-computer interaction terminal make to can control signal acquisition heart rate With blood oxygen concentration signal, and the signal of acquisition is transferred to signal integration module;
The signal integration module, the signal acquisition control signal caching EEG acquisition for being issued according to human-computer interaction terminal are single Member, eye tracker unit and the collected biological information of PPG acquisition unit, and by three kinds of biological informations in a chronomere It is integrated into unified data format, while the data after integration are sent to mobile microsever;
The mobile microsever, for receiving by the acquisition control signal and acquisition parameter of human-computer interaction terminal sending, And issued to signal integration module and acquire enabled and signal integration parameter instruction, control system acquires bio signal, connects simultaneously Bio signal after receiving the integration spread out of by signal integration module, is transferred to human-computer interaction terminal after being pre-processed.
CN201811353853.8A 2018-11-14 2018-11-14 Wearable multi-modal physiological driver's condition monitoring system Pending CN109431498A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111369853A (en) * 2020-03-19 2020-07-03 上海梦之路数字科技有限公司 Medical integrated experimental teaching system and implementation method thereof

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101480339A (en) * 2009-01-09 2009-07-15 清华大学深圳研究生院 Method and system for realizing measurements of various physiological parameters
CN104997500A (en) * 2015-08-31 2015-10-28 奇瑞汽车股份有限公司 Vehicle-mounted health monitoring system based on wearable device
US20160090097A1 (en) * 2014-09-29 2016-03-31 The Boeing Company System for fatigue detection using a suite of physiological measurement devices
CN106491104A (en) * 2016-10-25 2017-03-15 湖南大学 Driver status intelligent real time monitoring system and method based on Intelligent worn device
CN107233103A (en) * 2017-05-27 2017-10-10 西南交通大学 High ferro dispatcher's fatigue state assessment method and system
CN107669283A (en) * 2017-10-29 2018-02-09 吉林大学 Spectacle driving fatigue monitoring warning device based on multi-feature fusion and method
CN108478207A (en) * 2018-01-09 2018-09-04 南京航空航天大学 A kind of multi-modal physiological brain monitoring system
CN108615110A (en) * 2018-04-23 2018-10-02 吉林大学 The driving risk evaluating system of view-based access control model characteristic
CN108765876A (en) * 2018-05-31 2018-11-06 东北大学 Driving fatigue depth analysis early warning system based on multimode signal and method

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101480339A (en) * 2009-01-09 2009-07-15 清华大学深圳研究生院 Method and system for realizing measurements of various physiological parameters
US20160090097A1 (en) * 2014-09-29 2016-03-31 The Boeing Company System for fatigue detection using a suite of physiological measurement devices
CN104997500A (en) * 2015-08-31 2015-10-28 奇瑞汽车股份有限公司 Vehicle-mounted health monitoring system based on wearable device
CN106491104A (en) * 2016-10-25 2017-03-15 湖南大学 Driver status intelligent real time monitoring system and method based on Intelligent worn device
CN107233103A (en) * 2017-05-27 2017-10-10 西南交通大学 High ferro dispatcher's fatigue state assessment method and system
CN107669283A (en) * 2017-10-29 2018-02-09 吉林大学 Spectacle driving fatigue monitoring warning device based on multi-feature fusion and method
CN108478207A (en) * 2018-01-09 2018-09-04 南京航空航天大学 A kind of multi-modal physiological brain monitoring system
CN108615110A (en) * 2018-04-23 2018-10-02 吉林大学 The driving risk evaluating system of view-based access control model characteristic
CN108765876A (en) * 2018-05-31 2018-11-06 东北大学 Driving fatigue depth analysis early warning system based on multimode signal and method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111369853A (en) * 2020-03-19 2020-07-03 上海梦之路数字科技有限公司 Medical integrated experimental teaching system and implementation method thereof

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