Lip language provides a silent,intuitive,and efficient mode of communication,offering a promising solution for individuals with speech impairments.Its articulation relies on complex movements of the jaw and the muscle...Lip language provides a silent,intuitive,and efficient mode of communication,offering a promising solution for individuals with speech impairments.Its articulation relies on complex movements of the jaw and the muscles surrounding it.However,the accurate and real-time acquisition and decoding of these movements into reliable silent speech signals remains a significant challenge.In this work,we propose a real-time silent speech recognition system,which integrates a triboelectric nanogenerator-based flexible pressure sensor(FPS)with a deep learning framework.The FPS employs a porous pyramid-structured silicone film as the negative triboelectric layer,enabling highly sensitive pressure detection in the low-force regime(1 V N^(-1) for 0-10 N and 4.6 V N^(-1) for 10-24 N).This allows it to precisely capture jaw movements during speech and convert them into electrical signals.To decode the signals,we proposed a convolutional neural networklong short-term memory(CNN-LSTM)hybrid network,combining CNN and LSTM model to extract both local spatial features and temporal dynamics.The model achieved 95.83%classification accuracy in 30 categories of daily words.Furthermore,the decoded silent speech signals can be directly translated into executable commands for contactless and precise control of the smartphone.The system can also be connected to AR glasses,offering a novel human-machine interaction approach with promising potential in AR/VR applications.展开更多
With the iteration and upgrading of medical technology and the continuous growth of public health demands,the quality of nursing services has become a core indicator for measuring the effectiveness of the medical syst...With the iteration and upgrading of medical technology and the continuous growth of public health demands,the quality of nursing services has become a core indicator for measuring the effectiveness of the medical system.The clinical practice ability of nursing staff is directly related to the safety of patient diagnosis and treatment and the rehabilitation process.However,the current clinical nursing talent training model is facing bottlenecks such as limited practical scenarios and fragmented case cognition.This study focuses on the teaching application of augmented reality(AR)technology in hospital Settings and systematically reviews the research progress on the improvement of clinical practice ability of trainee nurses based on the AR immersive teaching model.By constructing a clinical teaching scenario that integrates virtual and real,AR technology can dynamically simulate complex case handling processes and enhance nursing students’three-dimensional cognition of condition assessment,operation norms,and emergency plans.Hospitals,as the core base for practical teaching,can effectively shorten the connection cycle between theoretical teaching and clinical practice by integrating AR technology,improve the clinical practice level of trainee nurses,and provide an innovative model for optimizing the path of clinical nursing talent cultivation.展开更多
According to a BBC report,2016 marked the year when virtual reality(VR)transitioned from concept to reality1.VR has emerged in various fields and is highly effective in many ways.The implementation of VR technology in...According to a BBC report,2016 marked the year when virtual reality(VR)transitioned from concept to reality1.VR has emerged in various fields and is highly effective in many ways.The implementation of VR technology in teaching and learning has gradually become popular.Through the 3D realistic learning environment,learners are immersed in the virtual environment.Language education needs to create an immersive English learning environment and atmosphere.Therefore,in order to understand the substantial benefits of integrating VR into English language acquisition,this research will adopt the VR teaching materials to Freshman English Courses.For students who will participate in the use of VR technology to learn English,the pre-test,post-test,and surveys will be analyzed.Through the analysis of questionnaire data,explore whether the VR model is effective in enhancing learning interest and motivation,and evaluate the effectiveness of enhancing language ability learning.This research is based on the Technology Acceptance Model,using Pivot Report and SPSS software to analyze the results of the tests.Pearson correlation coefficient analysis will be also adopted to explore the three aspects of the usage of VR:(a)Does VR really work for enhancing learning motivation and interest?;(b)To explore the feasibility of VR in the educational field analyzed by the Technology Acceptance Model(TAM,Technology Acceptance Model);and(c)Learning effectiveness of the participants.The results of this research will provide references for language teachers who would like to implement innovative teaching,enrich teaching materials,and enhance learning effectiveness.展开更多
Objective:To investigate the impact of applying PBL combined with virtual reality(VR)technology in clinical teaching of geriatric sarcopenia on students’knowledge acquisition,attitudes,and behaviors,providing practic...Objective:To investigate the impact of applying PBL combined with virtual reality(VR)technology in clinical teaching of geriatric sarcopenia on students’knowledge acquisition,attitudes,and behaviors,providing practical evidence for geriatric medicine teaching reform.Methods:Eighty clinical medicine undergraduate interns admitted to the geriatrics department of a hospital from January 2024 to June 2025 were randomly divided into an observation group(n=40)and a control group(n=40).The control group received traditional lecture-based instruction,while the observation group underwent PBL combined with VR technology.The two groups were compared on end-of-term theoretical knowledge assessment scores,clinical practice operation scores,teaching satisfaction,and clinical behavior observation scale scores.Results:Students in the observation group achieved significantly higher scores in basic theoretical knowledge(86.52±5.31)and clinical practice skills(88.15±4.26)compared to the control group(75.28±6.15)and(72.33±5.87),respectively(p<0.05).The observation group and control group students’awareness of geriatric sarcopenia and satisfaction with teaching methods were 95.00%and 97.50%,and 77.50%and 72.50%,respectively,with statistically significant differences(p<0.05);The observation group demonstrated significantly higher frequency of proactive sarcopenia screening,greater enthusiasm in participating in nutritional intervention plan development,and increased engagement in health education during clinical practice compared to the control group,with statistically significant differences(p<0.05).Conclusion:The application of a PBL combined with virtual reality(VR)technology teaching model in clinical teaching on geriatric sarcopenia significantly enhances students’foundational theoretical knowledge,improves their attitudes toward geriatric sarcopenia,and enhances their clinical practice behaviors.This represents a scientifically effective teaching method in geriatric medicine.展开更多
At present,rail transit is developing rapidly in the world,and this means new and changing requirements for the training of talents in railway engineering experiments.Given the current problems of limited laboratory/f...At present,rail transit is developing rapidly in the world,and this means new and changing requirements for the training of talents in railway engineering experiments.Given the current problems of limited laboratory/field instruments for railway engineering experimentsand the safety/administrative difficulties of going to the frontline of railway lines to teach railway engineering experiemnts in the field,the Department of Railway Engineering of Central South University tried to introduce virtual reality(VR)technology to teach students experiments in the field of railway engineering.Through the virtualized experimental methods,students can carry out railway engineering experiments such as;vehicle wheel pair off-axis experiments,track geometry and position detection,etc.by immersive means.It was observed that after performing virtual simulation experiments,students appeared conversant in subsequent field experiments.Thus,VR greatly improves the teaching efficiency of railway engineering experiments.展开更多
Jiangxi Province is rich in red tourism resources.However,its current situation in the development of red culture and the combination of tourism and VR technology is not optimistic.This paper takes the subsequent deve...Jiangxi Province is rich in red tourism resources.However,its current situation in the development of red culture and the combination of tourism and VR technology is not optimistic.This paper takes the subsequent development of Jiangxi red tourism as the research object and looks through the historical background of Jiangxi red resources to analyze the current situation of the Jiangxi red tourism.In the meantime,it explores and investigates the current situation of the development of VR technology in Jiangxi,the degree of the combination between theory with practice and the possibility of VR technology application.On this basis,it studies how to reasonably apply VR technology to promote the sustainable development of red tourism in Jiangxi,how to pull the economic growth of Jiangxi,and how to achieve a win-win scenario for the modern economy and traditional culture of Jiangxi.展开更多
基金supported by the Natural Science Foundation of Fujian Province under Grant No.2024J010016Fujian Province Young and Middle aged Teacher Education Research Project No.JAT241317the Mindu Innovation Laboratory Project under Grant No.2020ZZ113.
文摘Lip language provides a silent,intuitive,and efficient mode of communication,offering a promising solution for individuals with speech impairments.Its articulation relies on complex movements of the jaw and the muscles surrounding it.However,the accurate and real-time acquisition and decoding of these movements into reliable silent speech signals remains a significant challenge.In this work,we propose a real-time silent speech recognition system,which integrates a triboelectric nanogenerator-based flexible pressure sensor(FPS)with a deep learning framework.The FPS employs a porous pyramid-structured silicone film as the negative triboelectric layer,enabling highly sensitive pressure detection in the low-force regime(1 V N^(-1) for 0-10 N and 4.6 V N^(-1) for 10-24 N).This allows it to precisely capture jaw movements during speech and convert them into electrical signals.To decode the signals,we proposed a convolutional neural networklong short-term memory(CNN-LSTM)hybrid network,combining CNN and LSTM model to extract both local spatial features and temporal dynamics.The model achieved 95.83%classification accuracy in 30 categories of daily words.Furthermore,the decoded silent speech signals can be directly translated into executable commands for contactless and precise control of the smartphone.The system can also be connected to AR glasses,offering a novel human-machine interaction approach with promising potential in AR/VR applications.
文摘With the iteration and upgrading of medical technology and the continuous growth of public health demands,the quality of nursing services has become a core indicator for measuring the effectiveness of the medical system.The clinical practice ability of nursing staff is directly related to the safety of patient diagnosis and treatment and the rehabilitation process.However,the current clinical nursing talent training model is facing bottlenecks such as limited practical scenarios and fragmented case cognition.This study focuses on the teaching application of augmented reality(AR)technology in hospital Settings and systematically reviews the research progress on the improvement of clinical practice ability of trainee nurses based on the AR immersive teaching model.By constructing a clinical teaching scenario that integrates virtual and real,AR technology can dynamically simulate complex case handling processes and enhance nursing students’three-dimensional cognition of condition assessment,operation norms,and emergency plans.Hospitals,as the core base for practical teaching,can effectively shorten the connection cycle between theoretical teaching and clinical practice by integrating AR technology,improve the clinical practice level of trainee nurses,and provide an innovative model for optimizing the path of clinical nursing talent cultivation.
文摘According to a BBC report,2016 marked the year when virtual reality(VR)transitioned from concept to reality1.VR has emerged in various fields and is highly effective in many ways.The implementation of VR technology in teaching and learning has gradually become popular.Through the 3D realistic learning environment,learners are immersed in the virtual environment.Language education needs to create an immersive English learning environment and atmosphere.Therefore,in order to understand the substantial benefits of integrating VR into English language acquisition,this research will adopt the VR teaching materials to Freshman English Courses.For students who will participate in the use of VR technology to learn English,the pre-test,post-test,and surveys will be analyzed.Through the analysis of questionnaire data,explore whether the VR model is effective in enhancing learning interest and motivation,and evaluate the effectiveness of enhancing language ability learning.This research is based on the Technology Acceptance Model,using Pivot Report and SPSS software to analyze the results of the tests.Pearson correlation coefficient analysis will be also adopted to explore the three aspects of the usage of VR:(a)Does VR really work for enhancing learning motivation and interest?;(b)To explore the feasibility of VR in the educational field analyzed by the Technology Acceptance Model(TAM,Technology Acceptance Model);and(c)Learning effectiveness of the participants.The results of this research will provide references for language teachers who would like to implement innovative teaching,enrich teaching materials,and enhance learning effectiveness.
文摘Objective:To investigate the impact of applying PBL combined with virtual reality(VR)technology in clinical teaching of geriatric sarcopenia on students’knowledge acquisition,attitudes,and behaviors,providing practical evidence for geriatric medicine teaching reform.Methods:Eighty clinical medicine undergraduate interns admitted to the geriatrics department of a hospital from January 2024 to June 2025 were randomly divided into an observation group(n=40)and a control group(n=40).The control group received traditional lecture-based instruction,while the observation group underwent PBL combined with VR technology.The two groups were compared on end-of-term theoretical knowledge assessment scores,clinical practice operation scores,teaching satisfaction,and clinical behavior observation scale scores.Results:Students in the observation group achieved significantly higher scores in basic theoretical knowledge(86.52±5.31)and clinical practice skills(88.15±4.26)compared to the control group(75.28±6.15)and(72.33±5.87),respectively(p<0.05).The observation group and control group students’awareness of geriatric sarcopenia and satisfaction with teaching methods were 95.00%and 97.50%,and 77.50%and 72.50%,respectively,with statistically significant differences(p<0.05);The observation group demonstrated significantly higher frequency of proactive sarcopenia screening,greater enthusiasm in participating in nutritional intervention plan development,and increased engagement in health education during clinical practice compared to the control group,with statistically significant differences(p<0.05).Conclusion:The application of a PBL combined with virtual reality(VR)technology teaching model in clinical teaching on geriatric sarcopenia significantly enhances students’foundational theoretical knowledge,improves their attitudes toward geriatric sarcopenia,and enhances their clinical practice behaviors.This represents a scientifically effective teaching method in geriatric medicine.
基金Education and Teaching Reform Project of Central South University(2019jy097).
文摘At present,rail transit is developing rapidly in the world,and this means new and changing requirements for the training of talents in railway engineering experiments.Given the current problems of limited laboratory/field instruments for railway engineering experimentsand the safety/administrative difficulties of going to the frontline of railway lines to teach railway engineering experiemnts in the field,the Department of Railway Engineering of Central South University tried to introduce virtual reality(VR)technology to teach students experiments in the field of railway engineering.Through the virtualized experimental methods,students can carry out railway engineering experiments such as;vehicle wheel pair off-axis experiments,track geometry and position detection,etc.by immersive means.It was observed that after performing virtual simulation experiments,students appeared conversant in subsequent field experiments.Thus,VR greatly improves the teaching efficiency of railway engineering experiments.
基金Jiangxi University of Finance and Economics 2022 College Students Innovation and Entrepreneurship Training Program Project“Red VR Small Machine:Portable Rental VR Experience Machine Based on Red Scenic Spots”(Project No.202210421111).
文摘Jiangxi Province is rich in red tourism resources.However,its current situation in the development of red culture and the combination of tourism and VR technology is not optimistic.This paper takes the subsequent development of Jiangxi red tourism as the research object and looks through the historical background of Jiangxi red resources to analyze the current situation of the Jiangxi red tourism.In the meantime,it explores and investigates the current situation of the development of VR technology in Jiangxi,the degree of the combination between theory with practice and the possibility of VR technology application.On this basis,it studies how to reasonably apply VR technology to promote the sustainable development of red tourism in Jiangxi,how to pull the economic growth of Jiangxi,and how to achieve a win-win scenario for the modern economy and traditional culture of Jiangxi.
