CN112675405A - Virtual reality-based soldier psychological training method, device and apparatus - Google Patents

Virtual reality-based soldier psychological training method, device and apparatus Download PDF

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Publication number
CN112675405A
CN112675405A CN202011605018.6A CN202011605018A CN112675405A CN 112675405 A CN112675405 A CN 112675405A CN 202011605018 A CN202011605018 A CN 202011605018A CN 112675405 A CN112675405 A CN 112675405A
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military training
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training scene
physiological information
military
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吴宇晖
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Guangzhou Deep Top Information And Technology Co ltd
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Guangzhou Deep Top Information And Technology Co ltd
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Abstract

The invention relates to the field of digital psychological test, and particularly provides a virtual reality-based soldier psychological training method, device and apparatus, wherein the method comprises the following steps: pre-constructing a military training scene for playing by virtual reality display equipment; tasks needing to be completed through interaction are set in the military training scene; playing a military training scene to enable the testee to perform tasks in the military training scene; during the playing of a military training scene, acquiring physiological information of a testee; and after the military training scene is played, evaluating the completion performance of tasks in the military training scene, and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information. The invention sets a task for inspecting the psychological indexes of the testee in a military training scene, and evaluates the psychological diathesis of the testee by combining the task completion degree of the testee and the physiological information acquired during the playing period, thereby effectively and accurately inspecting the psychological diathesis of the testee of the soldier.

Description

Virtual reality-based soldier psychological training method, device and apparatus
Technical Field
The invention relates to the field of digital psychological test, in particular to a military human psychological training method, equipment and a device based on virtual reality.
Background
Currently, psychological assessment (psychological assessment) refers to a general term for comprehensive, systematic and in-depth analysis of individual or group psychological phenomena by comprehensively using methods of conversation, observation and examination under the common guidance of biological, psychological, social and medical models. Psychological assessment has broad and narrow meanings, and the broad psychological assessment refers to the assessment of various psychological and behavioral problems, and can be applied in the fields of medicine, psychology, sociology and the like. The system is mainly used for evaluating behaviors, cognitive abilities, personality traits and characteristics of individuals and groups and helping to make judgment, prediction and decision on people. The narrow psychological assessment, also called clinical assessment, refers to the use of professional psychological methods and techniques to make corresponding judgments on the psychological condition, personality characteristics and psychological health of the visitor in the field of psychological clinical and counseling, and to make correct explanations if necessary, and on the basis of the above, comprehensive analysis and identification are performed to provide necessary preconditions and guarantees for psychological counseling and treatment.
Virtual Reality (VR) technology has been widely popularized and developed in recent years, has been applied to the medical field, and has been tried in the treatment and evaluation of psychological diseases. The soldier is used as a special individual in psychological assessment, and the psychological indexes of the soldier can be accurately assessed by a virtual reality technical method or equipment which is not targeted in the prior art.
Disclosure of Invention
The invention aims to overcome at least one defect (deficiency) of the prior art and provides a soldier psychology training method, device and device based on virtual reality.
The technical scheme adopted by the invention is as follows:
a soldier psychology training method based on virtual reality comprises the following steps: pre-constructing a military training scene for playing by virtual reality display equipment; tasks needing to be completed through interaction are set in the military training scene; playing a military training scene to enable the testee to perform tasks in the military training scene; during the playing of a military training scene, acquiring physiological information of a testee; and after the military training scene is played, evaluating the completion performance of tasks in the military training scene, and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information.
The military training scene comprises a script scenario, an element model and an animation effect, the military training scene is made to be attached to an actual military scene through modeling and rendering according to army species and properties of a troop, and tasks set in the military training scene are closely related to psychological indexes to be tested; during the period of playing the military training scene, the testee carries out tasks by interaction, and during the period, the dynamic physiological information of the testee or the physiological information (static physiological information) of a certain key moment is acquired by physiological information acquisition equipment such as a physiological sensor, and after the military training scene is played, the performance completion evaluation is carried out on the degree, the quality and the like of the completion of the tasks of the testee, and the psychological index to be tested of the testee is evaluated by combining the acquired physiological information and the performance completion. The military training scene is highly simulated, the physiological information of the testee in the playing period can extract the characteristics close to the real performance, and various psychological indexes of the testee of the soldier can be truly and accurately evaluated by combining the completion performance of the mission.
Furthermore, a plurality of military training scenes are pre-constructed, different military training scenes are used for evaluating different psychological indexes, and different military training scenes are provided with different tasks.
Military personnel need to have more comprehensive psychological qualities so as to deal with the situations of war invariance and the fierce battle conditions, and various psychological indexes of military personnel testees, such as self-confidence degree, contusion degree and the like, can be evaluated by pre-constructing various military training scenes. The military training scene aims at the task of inspecting the corresponding psychological indexes, the testee can be subjected to interference design of script scenarios, element models and animation effects in the task process, the acquired physiological information can reflect the psychological state of the testee facing the interference design, and the psychological indexes of the testee can be effectively evaluated by combining task completion performance.
Further, six military training scenes are pre-constructed and used for respectively evaluating six different psychological indexes; the six psychological indexes are respectively as follows: brave, loyalty, intelligence, frustration, self-credibility, high-pressure mental adaptability.
Further, the method for evaluating the psychological indexes of the testee by combining the performance completion and the physiological information specifically comprises the following steps: extracting the characteristics of physiological information and completion expressions of a plurality of testees in advance, training the completion expressions of the physiological information after characteristic extraction through a machine learning algorithm, and acquiring a multi-modal assessment model which accords with a military training scene; and inputting the acquired physiological information of the testee during the period of playing the military training scene and the acquired completed performance obtained after the military training scene is played into the multi-mode evaluation model corresponding to the military training scene to obtain the psychological index of the testee corresponding to the military training scene.
The method is characterized in that an artificial intelligence technology is introduced to analyze physiological information of a testee and the performance of completion of tasks in a military training scene, the physiological information of a historical testee is obtained, the performance of the historical testee is used as a training set of a multi-mode evaluation model for training, the trained multi-mode evaluation model can effectively obtain the performance description of the current testee through the collected multi-aspect physiological information of the current testee, the psychological performance of the testee can be analyzed by the multi-mode model according to the physiological information, and therefore the psychological index of the testee is evaluated, the more comprehensive the physiological information is, the more accurate the obtained performance description is, and the obtained psychological index is closer to the real situation of the testee.
Further, the physiological information of the testee is at least electrocardio information, and/or skin electrocardio information, and/or electroencephalogram information, and/or eyeball tracking information, and/or respiratory information.
The electrocardio information, the electrodermal information, the electroencephalogram information, the eyeball tracking information and the breathing information can be acquired by enabling a tested person to wear a corresponding sensor and are completely recorded during the playing period of a military training scene, and the electrocardio information, the electrodermal information, the electroencephalogram information, the eyeball tracking information and the breathing information are dynamic physiological information and become important factors for assessing psychological indexes.
Further, the military training scenario includes a plurality of stimulus intensities; the stimulation intensity of the military training scene can be changed during the playing of the military training scene.
The method has the advantages that different receptivity of different testees is considered, irreversible psychological damage to the testees caused by the overstimulated virtual reality scene is avoided, when the military training scene is pre-constructed, a single military training scene has multiple stimulation intensities, script scenarios, animation effects and model elements of the military training scene under different stimulation intensities are different, and task completion difficulty is different. The invention can also be used for treating post-traumatic stress disorder, the military training model comprises a plurality of stimulation intensities, the current psychological state of the testee is reflected according to the physiological information acquired in the process, the stimulation intensities are properly adjusted, and the testee is allowed to receive rehabilitation treatment step by step.
The technical scheme adopted by the invention is as follows:
a virtual display training device comprises a training machine, a virtual reality head-mounted display device and a physiological information acquisition device, wherein the training machine is used for constructing a military training scene; tasks needing to be completed through interaction are set in the military training scene; the virtual reality head-mounted display equipment is used for playing a military training scene so as to enable a testee to perform tasks in the military training scene; the physiological information acquisition equipment is used for playing the physiological information of the testee acquired in the military training scene; the training machine is also used for evaluating the completion performance of tasks in a military training scene and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information.
Further, the military training scene constructed by the training machine comprises a plurality of stimulation intensities; the virtual reality head-mounted display device can replace the stimulus intensity of a military training scene during the playing of the military training scene.
Further, the physiological information collection device includes: an electrocardio sensor, an electroencephalogram sensor and a skin resistance sensor; the electrocardio sensor is used for acquiring electrocardio information in physiological information of a testee; the skin resistance sensor is used for acquiring electrocardio information in physiological information of a testee; the electroencephalogram sensor is used for collecting electroencephalogram information in physiological information of a testee.
The technical scheme adopted by the invention is as follows:
a virtual reality training device comprises a display module, an interaction module, a physiological information acquisition module and a processing module, wherein the display module is used for playing a pre-constructed military training scene; tasks needing to be completed through interaction are set in the military training scene; the interaction module is used for enabling the testee to carry out tasks in a military training scene through the interaction module; the physiological information acquisition module is used for acquiring the physiological information of the testee during the playing of the military training scene; the processing module is used for evaluating the completion performance of tasks in a military training scene and evaluating the psychological indexes of the testee by combining the completion performance of the testee and the physiological information.
Compared with the prior art, the invention has the beneficial effects that:
(1) the military training scene sets a task for inspecting the psychological indexes of the testee, and estimates according to the task completion degree of the testee and physiological information acquired during playing, so that the psychological quality of the testee of the soldier is effectively and accurately inspected; on the other hand, a simple and feasible psychological training method is provided for the soldier testees, and psychological indexes of the soldier testees are improved through multiple times of training.
(2) The invention can also be used for treating post-traumatic stress disorder, the military training model comprises a plurality of stimulation intensities, the current psychological state of the testee is reflected according to the physiological information acquired in the process, the stimulation intensities are properly adjusted, and the testee is allowed to receive rehabilitation treatment step by step.
Drawings
FIG. 1 is a flow chart of the method of the present invention.
FIG. 2 is a schematic structural diagram of the apparatus of the present invention.
Description of reference numerals: a display module 1; an interaction module 2; a processing module 3; and a physiological information acquisition module 4.
Detailed Description
The drawings are only for purposes of illustration and are not to be construed as limiting the invention. For a better understanding of the following embodiments, certain features of the drawings may be omitted, enlarged or reduced, and do not represent the size of an actual product; it will be understood by those skilled in the art that certain well-known structures in the drawings and descriptions thereof may be omitted.
Example 1
The embodiment provides a soldier psychological training method based on virtual reality, which comprises the following steps: pre-constructing a military training scene for playing by virtual reality display equipment; tasks needing to be completed through interaction are set in the military training scene; playing a military training scene to enable the testee to perform tasks in the military training scene; during the playing of a military training scene, acquiring physiological information of a testee; and after the military training scene is played, evaluating the completion performance of tasks in the military training scene, and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information. As shown in fig. 1, the preferred implementation steps of this embodiment are specifically:
s1: pre-constructing a military training scene;
s2: playing a military training scene;
s3: collecting physiological information of a testee in real time;
s4: evaluating the completion performance of the testee after the military training scene is finished;
s5: and evaluating the psychological index of the testee by combining the completion performance and the physiological information.
The military training scene comprises a script scenario, an element model and an animation effect, the military training scene is made to be attached to an actual military scene through modeling and rendering according to army species and properties of a troop, and tasks set in the military training scene are closely related to psychological indexes to be tested; during the period of playing the military training scene, a testee carries out tasks through interaction, and during the period, the dynamic physiological information of the testee or the physiological information (static physiological information) of a certain key moment is acquired through physiological information acquisition equipment such as a physiological sensor, and after the military training scene is played, the performance completion evaluation is carried out on the degree, quality and the like of the completion of the tasks of the testee, and the performance completion can be generated through quantifiable index evaluation including the time consumption, accuracy and the like of the completion of the tasks; and evaluating the psychological index to be detected of the testee by combining the acquired physiological information and the completion performance. The military training scene is highly simulated, the physiological information of the testee in the playing period can extract the characteristics close to the real performance, and various psychological indexes of the testee of the soldier can be truly and accurately evaluated by combining the completion performance of the mission.
Preferably, the virtual reality-based soldier psychology training method provided by the embodiment pre-constructs six military training scenes for respectively evaluating six different psychology indexes; the six psychological indexes are respectively as follows: brave, loyalty, intelligence, frustration, self-credibility, high-pressure mental adaptability.
Military personnel need to have more comprehensive psychological qualities so as to deal with the condition of the transient change of war and the fierce battle situation, and various psychological indexes of testees of the military personnel can be evaluated by pre-constructing various military training scenes. The military training scene aims at the task of inspecting the corresponding psychological indexes, the testee can be subjected to interference design of script scenarios, element models and animation effects in the task process, the acquired physiological information can reflect the psychological state of the testee facing the interference design, and the psychological indexes of the testee can be effectively evaluated by combining task completion performance.
Taking an example of a military training scenario for assessing loyalty, the tasks set in the military training scenario are as follows: testees need to monitor turbulent urban areas while completing the tasks of patrolling towns, and meanwhile encounter various serious emergencies in the patrolling process. Meanwhile, interference is set at different playing nodes in a military training scene, the interference comprises various emergency events, and the emergency events specifically comprise: a large amount of explosion effects are generated on a street model in a scene, strong impact waves and hot wave animations are generated, meanwhile, the animations of fire light and dust are generated, and the sight of a testee is interfered; a large number of deceased civilians appear in the town model in the scene, and sound stimuli such as calling sound, crying sound, distress sound and the like are generated. Lying a dead or seriously injured civilian on the street, and simultaneously playing various sounds such as tragedy, shouting, distress and the like when the civilian dies or seriously injured; an enemy appears in the building or on the street and may launch an attack on the subject. The method can produce shock wave animation produced during the torpedo explosion, or the impact and retreat effect of bullet hit, or the eye-blocking effect of the smoke bomb and the transient blindness and deafness effect of the flash bomb. The method is realized by adding corresponding script, element model and animation effect in the stage of constructing military training scene. The other five military training scenes respectively used for evaluating the brave, wisdom, frustration resistance, self-credibility and high-pressure psychological adaptability are the same, the testee is made to interact in the military training scene by setting the task of investigating psychological indexes and corresponding interference, and the specific script, the element model and the animation effect can be designed according to practical application.
Specifically, the military human psychological training method based on virtual reality provided in this embodiment combines performance completion and physiological information evaluation of psychological indexes of a subject, and specifically includes: extracting the characteristics of physiological information and completion expressions of a plurality of testees in advance, training the completion expressions of the physiological information after characteristic extraction through a machine learning algorithm, and acquiring a multi-modal assessment model which accords with a military training scene; and inputting the acquired physiological information of the testee during the period of playing the military training scene and the acquired completed performance obtained after the military training scene is played into the multi-mode evaluation model corresponding to the military training scene to obtain the psychological index of the testee corresponding to the military training scene.
The method is characterized in that an artificial intelligence technology is introduced to analyze physiological information of a testee and the performance of completion of tasks in a military training scene, the physiological information of a historical testee is obtained, the performance of the historical testee is used as a training set of a multi-mode evaluation model for training, the trained multi-mode evaluation model can effectively obtain the performance description of the current testee through the collected multi-aspect physiological information of the current testee, the psychological performance of the testee can be analyzed by the multi-mode model according to the physiological information, and therefore the psychological index of the testee is evaluated, the more comprehensive the physiological information is, the more accurate the obtained performance description is, and the obtained psychological index is closer to the real situation of the testee.
Specifically, the physiological information required to be collected by the soldier psychology training method based on virtual reality provided by the embodiment includes electrocardiographic information, electrodermal information, electroencephalogram information, eyeball tracking information and respiratory information. In other embodiments, the physiological information types can be added or deleted according to the actual application needs or convenience.
Preferably, the military training scene of the virtual reality-based soldier psychological training method provided by the embodiment comprises a plurality of stimulation intensities; the stimulation intensity of the military training scene can be changed during the playing of the military training scene.
The method has the advantages that different receptivity of different testees is considered, irreversible psychological damage to the testees caused by the overstimulated virtual reality scene is avoided, when the military training scene is pre-constructed, a single military training scene has multiple stimulation intensities, script scenarios, animation effects and model elements of the military training scene under different stimulation intensities are different, and task completion difficulty is different. The military person psychological training method based on the virtual reality provided by the embodiment can also be applied to post-traumatic stress disorder treatment, the military training model comprises a plurality of stimulation intensities, the current psychological state of the testee is reflected according to the physiological information acquired in the process, the stimulation intensities are properly adjusted, and the testee is allowed to receive rehabilitation treatment gradually.
Based on the same idea as the virtual reality-based soldier psychological training method, the embodiment further provides a virtual reality training device, as shown in fig. 2, including a display module 1, an interaction module 2, a physiological information acquisition module 3 and a processing module 4, where the display module 1 is used to play a pre-constructed military training scene; tasks needing to be completed through interaction are set in the military training scene; the interaction module 2 is used for enabling the testee to carry out tasks in a military training scene through the interaction module; the physiological information acquisition module 3 is used for acquiring the physiological information of the testee during the playing of military training scenes; the processing module 4 is used for evaluating the completion performance of tasks in a military training scene and evaluating the psychological indexes of the testee by combining the completion performance of the testee and the physiological information.
In the embodiment of the virtual reality training apparatus, the logical division of the functional modules is only illustrated as an example, and in practical applications, the functions may be distributed by different functional modules according to needs, for example, due to the configuration requirements of hardware or the consideration of implementation of software, that is, the internal structures of the display module 1, the interaction module 2, the physiological information acquisition module 3, and the processing module 4 may be divided into functional modules different from the above-mentioned contents, but all the functions described above can be completed. Next, the information interaction, the execution process, and other contents between the modules of the operation mode switching device of the repeater according to the above example are based on the same concept as the virtual reality-based soldier mental training method in this embodiment, and the principle and the technical effect thereof are the same as the virtual reality-based soldier mental training method, and specific contents can be referred to the description of the method embodiment and are not repeated herein.
Example 2
The embodiment provides virtual display training equipment for realizing the soldier psychological training method based on virtual reality, which comprises a training machine, virtual reality head-mounted display equipment and physiological information acquisition equipment, wherein the training machine is used for constructing a military training scene; tasks needing to be completed through interaction are set in the military training scene; the virtual reality head-mounted display equipment is used for playing a military training scene so as to enable a testee to perform tasks in the military training scene; the physiological information acquisition equipment is used for playing the physiological information of the testee acquired in the military training scene; the training machine is also used for evaluating the completion performance of tasks in a military training scene and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information.
Preferably, the military training scene constructed by the training machine of the virtual display training device of the embodiment includes a plurality of stimulation intensities; the virtual reality head-mounted display device can replace the stimulus intensity of a military training scene during the playing of the military training scene.
Specifically, the physiological information collecting device of the virtual display training device of the present embodiment includes: an electrocardio sensor, an electroencephalogram sensor and a skin resistance sensor; the electrocardio sensor is used for acquiring electrocardio information in physiological information of a testee; the skin resistance sensor is used for acquiring electrocardio information in physiological information of a testee; the electroencephalogram sensor is used for collecting electroencephalogram information in physiological information of a testee.
Preferably, the virtual reality head-mounted display device of the virtual display training device of the embodiment has a built-in sensor for tracking the head movement of the user, and can move the displayed content according to the head posture; a gravity sensor is arranged in the device to support correction; the lens distance of the virtual reality head-mounted display equipment can be adjusted, so that the virtual reality head-mounted display equipment is suitable for the experiencers wearing glasses, and the pupil distance can also be adjusted, so that the virtual reality head-mounted display equipment is suitable for the experiencers with different eyesight; the adjustable headband is used to adapt to different head types of experiencers. The virtual display training equipment of the embodiment further comprises double positioning devices, and the movement track and the interaction action of a user in the range of 30 square meters can be captured to the maximum extent. The boundary is in a grid form to realize the boundary of the positioning range, and the identification area is defined. The virtual display training equipment of the embodiment further comprises a large display screen, wherein the large display screen is used for displaying the currently played military training scene and the interaction behavior of the testee, and the administrator can judge whether the testee is suitable for continuing to receive the evaluation or training of the current stimulation intensity according to the currently displayed content and the physiological information of the testee.
It should be understood that the above-mentioned embodiments of the present invention are only examples for clearly illustrating the technical solutions of the present invention, and are not intended to limit the specific embodiments of the present invention. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention claims should be included in the protection scope of the present invention claims.

Claims (10)

1. A soldier psychology training method based on virtual reality is characterized by comprising the following steps:
pre-constructing a military training scene for playing by virtual reality display equipment; tasks needing to be completed through interaction are set in the military training scene;
playing a military training scene to enable the testee to perform tasks in the military training scene;
during the playing of a military training scene, acquiring physiological information of a testee;
and after the military training scene is played, evaluating the completion performance of tasks in the military training scene, and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information.
2. The virtual reality based soldier mental training method of claim 1,
and a plurality of military training scenes are pre-constructed, different military training scenes are used for evaluating different psychological indexes, and different military training scenes are provided with different tasks.
3. The virtual reality based soldier mental training method of claim 2,
six military training scenes are pre-constructed and used for respectively evaluating six different psychological indexes;
the six psychological indexes are respectively as follows: brave, loyalty, intelligence, frustration, self-credibility, high-pressure mental adaptability.
4. The virtual reality-based soldier mental training method according to claim 1, wherein the evaluation of the psychological index of the subject in combination with the performance completion and physiological information comprises:
extracting the characteristics of physiological information and completion expressions of a plurality of testees in advance, training the completion expressions of the physiological information after characteristic extraction through a machine learning algorithm, and acquiring a multi-modal assessment model which accords with a military training scene;
and inputting the acquired physiological information of the testee during the period of playing the military training scene and the acquired completed performance obtained after the military training scene is played into the multi-mode evaluation model corresponding to the military training scene to obtain the psychological index of the testee corresponding to the military training scene.
5. The virtual reality based soldier mental training method of claim 1,
the physiological information of the testee is at least electrocardio information, and/or electrodermal information, and/or electroencephalogram information, and/or eyeball tracking information, and/or respiratory information.
6. The virtual reality based soldier mental training method of claim 1,
the military training scenario comprises a plurality of stimulus intensities;
the stimulation intensity of the military training scene can be changed during the playing of the military training scene.
7. A virtual display training device comprises a training machine, a virtual reality head-mounted display device and a physiological information acquisition device,
the training machine is used for constructing a military training scene; tasks needing to be completed through interaction are set in the military training scene;
the virtual reality head-mounted display equipment is used for playing a military training scene so as to enable a testee to perform tasks in the military training scene;
the physiological information acquisition equipment is used for playing the physiological information of the testee acquired in the military training scene;
the training machine is also used for evaluating the completion performance of tasks in a military training scene and evaluating the psychological indexes of the testee by combining the completion performance and the physiological information.
8. The virtual reality based soldier mental training apparatus of claim 7,
the military training scene constructed by the training machine comprises a plurality of stimulation intensities;
the virtual reality head-mounted display device can replace the stimulus intensity of a military training scene during the playing of the military training scene.
9. The virtual reality based soldier mental training apparatus of claim 7,
the physiological information acquisition apparatus includes: an electrocardio sensor, an electroencephalogram sensor and a skin resistance sensor;
the electrocardio sensor is used for acquiring electrocardio information in physiological information of a testee;
the skin resistance sensor is used for acquiring electrocardio information in physiological information of a testee;
the electroencephalogram sensor is used for collecting electroencephalogram information in physiological information of a testee.
10. A virtual reality training device comprises a display module, an interaction module, a physiological information acquisition module and a processing module, and is characterized in that,
the display module is used for playing a pre-constructed military training scene; tasks needing to be completed through interaction are set in the military training scene;
the interaction module is used for enabling the testee to carry out tasks in a military training scene through the interaction module;
the physiological information acquisition module is used for acquiring the physiological information of the testee during the playing of the military training scene;
the processing module is used for evaluating the completion performance of tasks in a military training scene and evaluating the psychological indexes of the testee by combining the completion performance of the testee and the physiological information.
CN202011605018.6A 2020-12-30 2020-12-30 Virtual reality-based soldier psychological training method, device and apparatus Pending CN112675405A (en)

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CN114530230A (en) * 2021-12-31 2022-05-24 北京津发科技股份有限公司 Personnel ability testing and feedback training method, device, equipment and storage medium based on virtual reality technology
CN116072297A (en) * 2023-03-09 2023-05-05 深圳市人马互动科技有限公司 Method and related device for determining mental health data based on novel interaction
CN116072297B (en) * 2023-03-09 2023-06-06 深圳市人马互动科技有限公司 Method and related device for determining mental health data based on novel interaction

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Application publication date: 20210420