CN118042418A - Intelligent supervision processing system for safe travel of old people based on mobile terminal - Google Patents

Intelligent supervision processing system for safe travel of old people based on mobile terminal Download PDF

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CN118042418A
CN118042418A CN202410424901.7A CN202410424901A CN118042418A CN 118042418 A CN118042418 A CN 118042418A CN 202410424901 A CN202410424901 A CN 202410424901A CN 118042418 A CN118042418 A CN 118042418A
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old people
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CN118042418B (en
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韩玄可
韩飞
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Mdc Telecom Co ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/029Location-based management or tracking services
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/20Instruments for performing navigational calculations
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0407Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0407Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
    • G08B21/0415Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis detecting absence of activity per se
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0407Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
    • G08B21/043Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis detecting an emergency event, e.g. a fall
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0438Sensor means for detecting
    • G08B21/0446Sensor means for detecting worn on the body to detect changes of posture, e.g. a fall, inclination, acceleration, gait
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/016Personal emergency signalling and security systems
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/76Television signal recording
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/021Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/024Guidance services
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G10L2015/223Execution procedure of a spoken command

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Emergency Management (AREA)
  • Business, Economics & Management (AREA)
  • General Health & Medical Sciences (AREA)
  • Gerontology & Geriatric Medicine (AREA)
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Abstract

The invention discloses an intelligent supervision processing system for the safety travel of old people based on a mobile terminal, belonging to the technical field of supervision data processing; the method is used for solving the technical problems that the autonomous supervision effect of the safety travel of the old in lost is poor and the active solution effect is poor in the existing scheme; the method comprises the steps of monitoring and analyzing whether the real-time position of the old man is in a safety area, actively carrying out navigation and video monitoring on the normal travel state of the old man, monitoring and analyzing static data when the old man stops moving to judge whether the travel state of the old man is normal, carrying out multi-dimensional monitoring and analyzing on the static data with abnormal states to determine whether the old man gets lost, carrying out data calculation on the abnormal hidden danger state of the environment where the old man is located by using an abnormal waiting signal obtained by monitoring and analyzing to obtain the abnormal hidden danger degree of the environment where the old man is located, and carrying out different processing schemes on the self-adaptive dynamic state of the safety hidden danger state of the environment where the old man is located.

Description

Intelligent supervision processing system for safe travel of old people based on mobile terminal
Technical Field
The invention relates to the technical field of supervision data processing, in particular to an intelligent supervision processing system for the safety trip of the old based on a mobile terminal.
Background
For the elderly people with inconvenient actions or poor health conditions, the safe trip is a very important problem, and the safety trip of the elderly needs to comprehensively consider the health conditions, action abilities and trip environments of the elderly, so that the safety of the elderly is ensured by reasonable arrangement and preventive measures.
When the existing old man safety trip supervision processing scheme is implemented, the travel state of the old man is positioned and supervised in real time through the intelligent bracelet, but travel state analysis cannot be carried out on real-time mobile data of the old man, whether the travel state of the old man in the early travel period is normal or not is supervised actively, whether the lost or lost condition exists or not can not be judged by actively implementing static state monitoring analysis in the normal travel state process, and different processing schemes are adaptively and dynamically implemented, so that the old man is enabled to go home safely, and the autonomous supervision effect of the old man safety trip in lost aspect is poor and the active solving effect is poor.
Disclosure of Invention
The invention aims to provide an intelligent supervision processing system for the safe travel of the old based on a mobile terminal, which is used for solving the technical problems of poor autonomous supervision effect and poor active solution effect of the safe travel of the old in lost in the existing scheme.
The aim of the invention can be achieved by the following technical scheme:
Intelligent supervision processing system of old man's safe trip based on mobile terminal includes:
the old man moving state monitoring processing module is used for monitoring and analyzing whether the real-time position of the old man is in a safety area or not and dynamically implementing a travel supervision scheme for the movement of the old man according to an analysis result;
The monitoring analysis module is used for monitoring and analyzing real-time mobile data of normal travel of the old people, performing verification analysis on body gestures of static data of the old people, performing data calculation on potential safety hazard states of the environment where the old people are located according to abnormal waiting signals obtained through analysis to obtain corresponding potential safety hazard degrees, and confirming the potential safety hazard states of the environment where the old people are located according to the potential safety hazard degrees and prompting in real time;
The trip potential safety hazard solving and processing module is used for adaptively and dynamically implementing different processing schemes according to the potential safety hazard state of the environment where the old people are located so that the old people can go home safely; the processing scheme includes an active navigation guidance scheme or a passive navigation guidance scheme.
Preferably, whether the old people are in a safety area or not is monitored in real time, real-time coordinates of the old people are positioned through a mobile terminal worn on the old people, and the safety state of the old people is analyzed and supervised according to positioning data;
if the positioning data belong to the pre-divided safety area, generating a normal movement signal;
if the positioning data do not belong to the pre-divided safety area, generating an abnormal movement signal, actively generating a voice inquiry prompt, collecting the reply data of the old, and dynamically implementing a trip supervision scheme according to the reply data of the old.
Preferably, when a travel supervision scheme is dynamically implemented according to the reply data of the old people, if the old people reply by voice, keyword recognition is carried out on the reply data of the old people, the recognized keywords are input into a map database for traversing and searching to obtain corresponding destination coordinates, if the destination coordinates are searched, a normal travel signal is generated, a navigation route is generated according to the normal travel signal by utilizing the destination coordinates and the current position coordinates of the old people, the navigation route is utilized to prompt the old people to move according to the navigation route, and a mobile terminal is controlled to start a shooting mode to monitor and record real-time road conditions of the old people;
if the destination coordinates are not retrieved, generating a first abnormal travel signal;
If the old people do not reply by voice, a second abnormal travel signal is generated, and the real-time position of the old people is sent to the emergency contact person to prompt the emergency contact person to process according to the first abnormal travel signal or the second abnormal travel signal.
Preferably, when monitoring and analyzing real-time movement data of normal travel of the old people according to the normal travel signals, generating a static statistical instruction when the old people stop moving, counting and analyzing static duration according to the static statistical instruction, and generating a static normal signal if the static duration when the old people stop moving is not greater than the standard duration;
Otherwise, generating a static abnormal signal, and carrying out verification analysis on the body posture of the old by using the detection sensor according to the static abnormal signal.
Preferably, if the body posture of the old is a sitting posture, generating a first static verification normal signal;
if the body posture of the old is a standing posture, generating a tracking signal, acquiring real-time position coordinates and corresponding position directions of the old through a mobile terminal according to the tracking signal, and analyzing the real-time position coordinates and the corresponding position directions, and if the real-time position of the old is a road, generating a second static verification normal signal;
otherwise, generating a first abnormal waiting signal, and monitoring and analyzing whether the old people are in a conversation state according to the first abnormal waiting signal;
If the third static verification normal signal is in the dialogue state, generating a third static verification normal signal; otherwise, generating a second abnormal waiting signal;
and analyzing and evaluating the state of the environmental safety hidden trouble of the old according to the first abnormal waiting signal or the second abnormal waiting signal.
Preferably, the method comprises determining the region type corresponding to the region according to the real-time position coordinates of the old people, digitizing the region type to obtain the corresponding region influence coefficient, and determining the total number of vehicles corresponding to all different types of vehicles and different types of vehicles passing in front of the old people after the time point of the old people starting to rest according to the formulaCalculating and obtaining the degree D of potential abnormality of the old; wherein D is the degree of abnormal hidden trouble, qq is the area influence coefficient, qc is the vehicle influence coefficient corresponding to different types of vehicles, N is the total number of the vehicles of the same type, M is the total number of all types of vehicles, and T is the interval duration between the time point when the old people start to stand still and the time when the degree of abnormal hidden trouble starts to be calculated.
Preferably, when the potential safety hazard state of the environment where the old people are located is confirmed according to the potential safety hazard degree analysis, the potential safety hazard degree is input into a pre-constructed environment potential safety hazard identification model for data analysis and corresponding potential safety hazard weight is input;
the expression of the environment hidden trouble recognition model is as follows:
Wherein D' is standard potential abnormality degree;
and generating a corresponding low-influence potential safety hazard state prompt or high-influence potential safety hazard prompt according to the output potential safety hazard weight with the value of 0 or 1, and feeding back the low-influence potential safety hazard state prompt or the high-influence potential safety hazard prompt to the emergency contact person in real time.
Preferably, the old people are immediately prompted to go to a nearby safety area by voice according to the hidden danger weight with the output value of 1 and/or pedestrians around the voice prompt help the old people to transfer to the safety area, a feedback collection scheme is synchronously adopted, and an active navigation guidance scheme or a passive navigation guidance scheme is adaptively implemented according to a feedback result corresponding to the feedback collection scheme.
Preferably, when the feedback collection scheme is implemented, the mobile terminal worn on the old actively performs voice inquiry home-returning prompt to confirm whether the old returns home;
If the old people do voice reply, generating an active guiding effective signal and guiding the old people to return in the original way through the mobile terminal in real time by voice;
otherwise, generating an active leading invalidation signal, and dynamically contacting personnel to perform auxiliary processing according to the active leading invalidation signal;
Acquiring a route leaving a safety area and a corresponding travel distance according to the real-time position of the old;
and acquiring a corresponding safety target range according to the real-time position of the old people, and searching and analyzing whether target personnel exist in the safety target range.
Preferably, the method dynamically controls and processes the travel potential safety hazards of the old according to whether the analysis result of the target personnel exists in the safety target range or not, and comprises the steps of sending the real-time position of the old to an emergency contact person to prompt the old to process the old, or sending the real-time position of the old to an effective target personnel to prompt the old to process the old.
Compared with the prior art, the invention has the beneficial effects that:
according to the invention, whether the travel of the old is normal conscious travel or abnormal unconscious travel is judged by monitoring and analyzing the real-time position of the old in a safe area, and the abnormal travel of the old is actively and timely warned according to the monitoring and analyzing result to prompt the old to eliminate the potential safety hazard of lost travel, and meanwhile, the normal travel state of the old is actively monitored by navigation and video recording, so that reliable data support can be provided for analysis and solving of abnormal conditions occurring in the travel of the subsequent old, and the diversity and reliability of the monitoring data processing and utilization in the early stage of the travel of the old are improved.
According to the invention, whether the travel state of the old is normal or not is judged by monitoring and analyzing the static data of the old when the old stops moving, and multidimensional monitoring and analyzing is carried out on the static data with abnormal states, so that whether the old gets lost or not is determined, various measures can be effectively taken in time to eliminate potential safety hazards and help the old to return home safely, and the diversity and reliability of the lost monitoring and analyzing in the travel process of the old are improved.
According to the invention, the abnormal hidden danger state of the environment where the old people are located is calculated and analyzed by the abnormal waiting signal obtained by monitoring and analyzing, so that the degree of the abnormal hidden danger of the environment where the old people are located can be obtained, reliable basis can be provided for prompting the abnormal travel state of the subsequent old people and making and implementing the corresponding processing scheme, and the diversity of the monitoring and analyzing of the abnormal travel state of the old people is improved.
According to the invention, different treatment schemes are dynamically implemented in a self-adaptive manner through the potential safety hazard state of the environment of the old acquired through early analysis, so that the implementation flexibility and diversity of the solution scheme are improved, the old in an abnormal travel state can acquire help in time and efficiently, and the overall effect of the safety travel supervision of the old is improved from the aspect of problem solving.
Drawings
The invention is further described below with reference to the accompanying drawings.
Fig. 1 is a block diagram of an intelligent supervision and processing system for the safety travel of the old based on a mobile terminal.
FIG. 2 is a block flow diagram of a verification analysis of body posture of the elderly's stationary data in accordance with the present invention.
FIG. 3 is a block flow diagram of an embodiment of the feedback collection scheme of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which are obtained by persons skilled in the art without any inventive effort, are within the scope of the present invention based on the embodiments of the present invention.
As shown in fig. 1, the invention discloses an intelligent supervision processing system for the safe travel of the old based on a mobile terminal, which comprises an old mobile state monitoring processing module, an old travel state supervision analysis module, a travel potential safety hazard solving processing module and a cloud platform;
the old man moving state monitoring processing module is used for monitoring and analyzing whether the real-time position of the old man is in a safety area or not and dynamically implementing a travel supervision scheme for the movement of the old man according to an analysis result; comprising the following steps:
Real-time monitoring is carried out on whether the old people are in the safety area, real-time coordinates of the old people are positioned through a mobile terminal worn on the old people, and the safety state of the old people is analyzed and supervised according to positioning data;
The mobile terminal can be an intelligent bracelet and is specially used for supervision service for travel and health of the old;
in addition, the intelligent bracelet also comprises functions of service aged people such as a payment two-dimension code function, a voice chat function, a traffic two-dimension code function, a medicine taking reminding function, a sedentary reminding function, a one-key calling function, a video recording function and the like;
it is to be explained that the safety area can be defined and divided into a safety movable range according to the residence of the old and a preset radius, the preset radius can be defined and used by a manager, and a reliable basis can be provided for the active supervision analysis of the safety travel of the subsequent old by dividing the safety area in advance;
if the positioning data belong to the pre-divided safety area, generating a normal movement signal;
if the positioning data do not belong to the pre-divided safety area, generating an abnormal movement signal and actively generating a voice inquiry prompt and collecting reply data of the old;
dynamically implementing a trip supervision scheme according to the reply data of the old, and if the old replies with voice, identifying keywords of the reply data of the old;
the keyword recognition is realized by the conventional keyword recognition algorithm, and specific recognition steps are not repeated here;
Inputting the identified keywords into a map database for traversing and searching to obtain corresponding destination coordinates, wherein the map database can use the existing map navigation database of a third party, such as a Goldmap database or a hundred-degree map database, if the destination coordinates are searched, a normal trip signal is generated, a navigation route is generated according to the normal trip signal by utilizing the destination coordinates and the current position coordinates of the old people, the old people are prompted to move according to the navigation route by utilizing the navigation route, and a mobile terminal is controlled to start a shooting mode to monitor and record real-time road conditions of the old people;
if the destination coordinates are not retrieved, generating a first abnormal travel signal;
if the old people do not reply by voice, generating a second abnormal travel signal, and sending the real-time position of the old people to the emergency contact person to prompt the old people to process according to the first abnormal travel signal or the second abnormal travel signal; the emergency contact person carries out association and binding of contact family members in advance through the mobile terminal, so that the emergency contact person can be notified at the first time when the travel of the old is abnormal;
According to the embodiment of the invention, whether the travel of the old is normal conscious travel or abnormal unconscious travel is judged by monitoring and analyzing the real-time position of the old in the safety area, the abnormal travel of the old is actively carried out according to the monitoring and analyzing result, the alarm prompt is timely carried out to eliminate the potential safety hazard of lost travel of the old, and meanwhile, the normal travel state of the old is actively navigated and monitored by video, so that reliable data support can be provided for analysis and solving of abnormal conditions occurring in the travel of the subsequent old, and the diversity and reliability of the monitoring data processing and utilization in the early stage of the travel of the old are improved.
The monitoring analysis module is used for monitoring and analyzing real-time mobile data of normal travel of the old people, performing verification analysis on body gestures of static data of the old people, performing data calculation on potential safety hazard states of the environment where the old people are located according to abnormal waiting signals obtained through analysis to obtain corresponding potential safety hazard degrees, and confirming the potential safety hazard states of the environment where the old people are located according to the potential safety hazard degrees and prompting in real time; comprising the following steps:
As shown in fig. 2, when monitoring and analyzing real-time movement data of normal travel of the old according to the normal travel signal, generating a static statistical instruction when the old stops moving, and counting and analyzing static duration according to the static statistical instruction; wherein the rest duration is in seconds;
If the static duration time when the old people stop moving is not longer than the standard duration time, generating a static normal signal; the standard duration time is in seconds, and a specific numerical value is determined according to the average value of all historical static duration time corresponding to the old man when the old man goes out in an abnormal mode;
otherwise, generating a static abnormal signal, carrying out verification analysis on the body posture of the old people by using a detection sensor according to the static abnormal signal, and generating a first static verification normal signal if the body posture of the old people is a sitting posture;
The detection sensor can be arranged in the mobile terminal, and can be specifically a displacement sensor for detecting whether the old people are in a standing state or a sitting state when the old people are stationary;
if the body posture of the old is a standing posture, generating a tracking signal, acquiring real-time position coordinates and corresponding position directions of the old through a mobile terminal according to the tracking signal, and analyzing the real-time position coordinates and the corresponding position directions, and if the real-time position of the old is a road, generating a second static verification normal signal;
otherwise, generating a first abnormal waiting signal, and monitoring and analyzing whether the old people are in a conversation state according to the first abnormal waiting signal;
If the third static verification normal signal is in the dialogue state, generating a third static verification normal signal; otherwise, generating a second abnormal waiting signal;
According to the embodiment of the invention, whether the travel state of the old is normal is judged by monitoring and analyzing the static data when the old stops moving, and multidimensional monitoring and analyzing is carried out on the static data with abnormal states, so that whether the old gets lost or not is determined, various measures can be effectively taken in time later to eliminate potential safety hazards and help the old to return home safely, and the diversity and reliability of the lost monitoring and analyzing in the travel process of the old are improved.
Analyzing and evaluating the state of the environmental safety hidden trouble of the old people according to the first abnormal waiting signal or the second abnormal waiting signal uploaded to the cloud platform, determining the type of the area corresponding to the area according to the real-time position coordinates of the old people, digitally processing the type of the area to obtain the corresponding area influence coefficient, and according to all vehicles of different types and the total number of vehicles corresponding to the vehicles of different types, which are passed in front of the old people after the time point when the old people start to rest;
The area types include, but are not limited to, highway types, non-motor road types, pavement types and square types, corresponding area influence coefficients are preset for different area types, specific numerical values of the area influence coefficients can be set by a professional in the field according to the severity of potential safety hazards existing in different areas, the area types of the old and all sample area types are subjected to traversal matching to obtain corresponding area influence coefficients, and the area coefficients are used for carrying out digital processing on the area types of text types, so that area safety influence corresponding to the area types of the old can be obtained;
By the formula Calculating and obtaining the degree D of potential abnormality of the old; wherein D is the degree of abnormal hidden danger, qq is the area influence coefficient, qc is the vehicle influence coefficient corresponding to different types of vehicles, N is the total number of the vehicles of the same type, M is the total number of all types of vehicles, and T is the interval time between the time point when the old people start to stand still and the time point when the degree of abnormal hidden danger starts to be calculated;
Wherein, the vehicle types include, but are not limited to, automobiles, electric bicycles and bicycles, and the values of corresponding vehicle influence coefficients are sequentially reduced, and the specific values can be 3, 2 and 1 respectively; the vehicle type can be obtained by image recognition processing based on the video shot by the mobile terminal worn by the old, and the vehicle type recognition processing of the shot video is realized by the conventional image recognition algorithm, and specific steps are not repeated here;
when the potential safety hazard state of the environment where the old people are located is confirmed according to the potential safety hazard degree analysis, the potential safety hazard degree is input into a pre-constructed environment potential safety hazard identification model for data analysis and corresponding potential safety hazard weight is input;
the expression of the environment hidden trouble recognition model is as follows:
Wherein D' is a standard potential abnormality degree, which is determined according to the median value of all potential abnormality degrees appearing in the history;
Generating a corresponding low-influence potential safety hazard state prompt or high-influence potential safety hazard prompt according to the output potential safety hazard weight with the value of 0 or 1, and feeding back the low-influence potential safety hazard state prompt or the high-influence potential safety hazard prompt to the emergency contact person in real time;
In the embodiment of the invention, the abnormal hidden danger state of the environment where the old people are located is calculated and analyzed by the abnormal waiting signal obtained by monitoring and analyzing, so that the degree of the abnormal hidden danger of the environment where the old people are located can be obtained, reliable basis can be provided for prompting the abnormal travel state of the subsequent old people and making and implementing the corresponding processing scheme, and the diversity of the monitoring and analyzing of the abnormal travel state of the old people is improved;
The trip potential safety hazard solving and processing module is used for adaptively and dynamically implementing different processing schemes according to the potential safety hazard state of the environment where the old people are located so that the old people can go home safely; the processing scheme includes an active navigation guidance scheme or a passive navigation guidance scheme. Comprising the following steps:
The old people are immediately voice-prompted to go to a nearby safety area according to the hidden danger weight with the output value of 1 and/or pedestrians around the voice prompt are assisted to transfer to the safety area, the safety area can be a sidewalk area and a square area, a feedback collection scheme is synchronously adopted, and an active navigation guidance scheme or a passive navigation guidance scheme is adaptively implemented according to a feedback result corresponding to the feedback collection scheme;
as shown in fig. 3, when the feedback collection scheme is implemented, the mobile terminal worn on the old actively performs voice inquiry home prompt to confirm whether the old returns home;
If the old people do voice reply, generating an active guiding effective signal and guiding the old people to return in the original way through the mobile terminal in real time by voice;
otherwise, generating an active leading invalidation signal, and dynamically contacting personnel to perform auxiliary processing according to the active leading invalidation signal;
Specifically, a route leaving a safety area and a corresponding travel distance thereof are obtained according to the real-time position of the old;
The corresponding safety target range is obtained according to the real-time position of the old people, and whether target personnel exist in the safety target range or not is searched and analyzed; the safety target range is defined and divided into a region range according to the real-time position of the old and a preset safety radius, wherein the safety radius is the travel distance corresponding to the old;
If no target person exists in the safe target range, the target person can be a volunteer or a public staff, such as a traffic police and a patrol police, a first search invalidation signal is generated and the real-time position of the old is sent to an emergency contact to prompt the emergency contact for processing;
If the target person exists in the safe target range and the target distance between the target person and the real-time position of the old is greater than or equal to the travel distance, generating a second searching invalidation signal and sending the real-time position of the old to the emergency contact person to prompt the emergency contact person to process the emergency contact person;
if the target personnel exist in the safe target range and the target distance between the real-time positions of the target personnel and the old is smaller than the travel distance, generating a searching effective signal, marking the target personnel as effective target personnel according to the searching effective signal, and sending the real-time positions of the old to the effective target personnel to prompt the old to process; the real-time position of the old people can be forwarded to the mobile terminal and/or the mobile phone of the target person through the cloud platform associated with the mobile terminal.
In the implementation of the invention, different treatment schemes are dynamically implemented in a self-adaptive manner through the potential safety hazard state of the environment of the old acquired through early analysis, so that the implementation flexibility and diversity of the solution are improved, the old in an abnormal travel state can acquire help in time and efficiently, and the overall effect of the safety travel supervision of the old is improved from the aspect of problem solving.
In addition, the formulas related in the above are all formulas for removing dimensions and taking numerical calculation, and are one formula which is obtained by acquiring a large amount of data and performing software simulation through simulation software and is closest to the actual situation.
In the several embodiments provided in the present invention, it should be understood that the disclosed system may be implemented in other manners. For example, the above-described embodiments of the invention are merely illustrative, and for example, the division of modules is merely a logical function division, and other manners of division may be implemented in practice.
The modules illustrated as separate components may or may not be physically separate, and components shown as modules may or may not be physical modules, may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional module in each embodiment of the present invention may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module. The integrated modules may be implemented in hardware or in hardware plus software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the essential characteristics thereof.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present invention and not for limiting the same, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention.

Claims (10)

1. Intelligent supervision processing system of old man's safe trip based on mobile terminal, its characterized in that includes: the old man moving state monitoring processing module is used for monitoring and analyzing whether the real-time position of the old man is in a safety area or not and dynamically implementing a travel supervision scheme for the movement of the old man according to an analysis result;
The monitoring analysis module is used for monitoring and analyzing real-time mobile data of normal travel of the old people, performing verification analysis on body gestures of static data of the old people, performing data calculation on potential safety hazard states of the environment where the old people are located according to abnormal waiting signals obtained through analysis to obtain corresponding potential safety hazard degrees, and confirming the potential safety hazard states of the environment where the old people are located according to the potential safety hazard degrees and prompting in real time;
The trip potential safety hazard solving and processing module is used for adaptively and dynamically implementing different processing schemes according to the potential safety hazard state of the environment where the old people are located so that the old people can go home safely; the processing scheme includes an active navigation guidance scheme or a passive navigation guidance scheme.
2. The intelligent supervision processing system for the safe traveling of the old based on the mobile terminal according to claim 1, wherein whether the old is in a safe area or not is monitored in real time, real-time coordinates of the old are positioned through the mobile terminal worn on the old, and the safe state of the old is analyzed and supervised according to positioning data;
if the positioning data do not belong to the pre-divided safety area, generating an abnormal movement signal, actively generating a voice inquiry prompt, collecting the reply data of the old, and dynamically implementing a trip supervision scheme according to the reply data of the old.
3. The intelligent supervision processing system for the safe traveling of the old people based on the mobile terminal according to claim 2 is characterized in that when a traveling supervision scheme is dynamically implemented according to the reply data of the old people, if the old people reply by voice, the reply data of the old people are identified by keywords, the identified keywords are input into a map database for traversing and searching to obtain corresponding destination coordinates, if the destination coordinates are searched, a normal traveling signal is generated, a navigation route is generated according to the normal traveling signal by utilizing the destination coordinates and the current position coordinates of the old people, the old people are prompted to move according to the navigation route by utilizing the navigation route, and the mobile terminal is controlled to start an imaging mode to monitor and record the real-time road conditions of the old people;
if the destination coordinates are not retrieved, generating a first abnormal travel signal;
If the old people do not reply by voice, a second abnormal travel signal is generated, and the real-time position of the old people is sent to the emergency contact person to prompt the emergency contact person to process according to the first abnormal travel signal or the second abnormal travel signal.
4. The intelligent supervision processing system for the safe traveling of the old people based on the mobile terminal according to claim 3 is characterized in that when supervision analysis is carried out on real-time traveling data of normal traveling of the old people according to normal traveling signals, a static statistical instruction is generated when the old people stop traveling, static duration is counted and analyzed according to the static statistical instruction, and if the static duration when the old people stop traveling is not more than the standard duration, a static normal signal is generated;
Otherwise, generating a static abnormal signal, and carrying out verification analysis on the body posture of the old by using the detection sensor according to the static abnormal signal.
5. The intelligent supervision processing system for the safe traveling of the old based on the mobile terminal according to claim 4, wherein if the body posture of the old is a sitting posture, a first static verification normal signal is generated;
if the body posture of the old is a standing posture, generating a tracking signal, acquiring real-time position coordinates and corresponding position directions of the old through a mobile terminal according to the tracking signal, and analyzing the real-time position coordinates and the corresponding position directions, and if the real-time position of the old is a road, generating a second static verification normal signal;
otherwise, generating a first abnormal waiting signal, and monitoring and analyzing whether the old people are in a conversation state according to the first abnormal waiting signal;
If the third static verification normal signal is in the dialogue state, generating a third static verification normal signal; otherwise, generating a second abnormal waiting signal;
and analyzing and evaluating the state of the environmental safety hidden trouble of the old according to the first abnormal waiting signal or the second abnormal waiting signal.
6. The intelligent supervision processing system for the safe traveling of the old based on the mobile terminal according to claim 5, wherein the type of the area corresponding to the area is determined according to the real-time position coordinates of the old, the type of the area is digitalized to obtain the corresponding area influence coefficient, and the formula is adopted according to all the vehicles of different types and the total number of the vehicles corresponding to the vehicles of different types, wherein the vehicles pass before the old after the time point of the old starts to be stationary, and the total number of the vehicles corresponding to the vehicles of different types is calculated according to the formulaCalculating and obtaining the degree D of potential abnormality of the old; wherein D is the degree of abnormal hidden trouble, qq is the area influence coefficient, qc is the vehicle influence coefficient corresponding to different types of vehicles, N is the total number of the vehicles of the same type, M is the total number of all types of vehicles, and T is the interval duration between the time point when the old people start to stand still and the time when the degree of abnormal hidden trouble starts to be calculated.
7. The intelligent supervision processing system for the safe traveling of the old based on the mobile terminal according to claim 6 is characterized in that when the potential safety hazard state of the environment where the old is located is confirmed according to the potential abnormality hazard degree analysis, the potential abnormality hazard degree is input into a pre-constructed environment potential safety hazard identification model for data analysis and corresponding potential safety hazard weight is input;
the expression of the environment hidden trouble recognition model is as follows:
Wherein D' is standard potential abnormality degree;
and generating a corresponding low-influence potential safety hazard state prompt or high-influence potential safety hazard prompt according to the output potential safety hazard weight with the value of 0 or 1, and feeding back the low-influence potential safety hazard state prompt or the high-influence potential safety hazard prompt to the emergency contact person in real time.
8. The intelligent supervision processing system for the safe traveling of the old based on the mobile terminal according to claim 7 is characterized in that the old is immediately prompted to go to a nearby safe area by voice according to the hidden danger weight with the output value of 1 and/or pedestrians around the voice prompt help the old to transfer to the safe area, a feedback collection scheme is synchronously adopted, and an active navigation guidance scheme or a passive navigation guidance scheme is adaptively implemented according to a feedback result corresponding to the feedback collection scheme.
9. The intelligent supervision processing system for the safe traveling of the old based on the mobile terminal according to claim 8, wherein when the feedback collection scheme is implemented, the mobile terminal worn on the old actively performs voice inquiry home-returning prompt to confirm whether the old returns home;
If the old people do voice reply, generating an active guiding effective signal and guiding the old people to return in the original way through the mobile terminal in real time by voice;
otherwise, generating an active leading invalidation signal, and dynamically contacting personnel to perform auxiliary processing according to the active leading invalidation signal;
Acquiring a route leaving a safety area and a corresponding travel distance according to the real-time position of the old;
and acquiring a corresponding safety target range according to the real-time position of the old people, and searching and analyzing whether target personnel exist in the safety target range.
10. The intelligent supervision processing system for the safe traveling of the old people based on the mobile terminal according to claim 9, wherein the intelligent supervision processing system dynamically controls and processes the traveling safety hidden trouble of the old people according to whether the analysis result of the target personnel exists in the safe target range or not, and comprises the steps of sending the real-time position of the old people to an emergency contact person to prompt the old people to process the old people before the emergency contact person or sending the real-time position of the old people to an effective target personnel to prompt the old people to process the old people before the emergency contact person.
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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10127156A1 (en) * 2001-06-02 2002-12-05 Peter Daublebsky Local positioning system for moving objects such as people, animals or vehicles determines if person is in danger and automatically dials number
CN110403568A (en) * 2018-04-27 2019-11-05 深圳市前海安测信息技术有限公司 Alzheimer's intelligent monitoring device and method
CN113326730A (en) * 2021-04-20 2021-08-31 深圳市莱尚科技有限公司 Indoor elderly safety monitoring method and system, electronic equipment and medium
CN115755902A (en) * 2022-11-15 2023-03-07 深圳先进技术研究院 Intelligent walking stick type walking-aid life object-carrying navigation robot

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10127156A1 (en) * 2001-06-02 2002-12-05 Peter Daublebsky Local positioning system for moving objects such as people, animals or vehicles determines if person is in danger and automatically dials number
CN110403568A (en) * 2018-04-27 2019-11-05 深圳市前海安测信息技术有限公司 Alzheimer's intelligent monitoring device and method
CN113326730A (en) * 2021-04-20 2021-08-31 深圳市莱尚科技有限公司 Indoor elderly safety monitoring method and system, electronic equipment and medium
CN115755902A (en) * 2022-11-15 2023-03-07 深圳先进技术研究院 Intelligent walking stick type walking-aid life object-carrying navigation robot

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