{"title":"在没有PAPI灯的飞行中使用可穿戴设备测量飞行员的精神负荷。","authors":"Chuang Liu, Chenyang Zhang, Wenbing Zhu, Shuaitao Jiao, Yu Zhang, Rongbing Xu, Yaowei Liang","doi":"10.1007/s10484-025-09729-7","DOIUrl":null,"url":null,"abstract":"<p><p>Measuring pilot mental workload during flights without Precision Approach Path Indicator (PAPI) lights is crucial for enhancing flight safety. This study aimed to investigate the impact of the absence of PAPI lights on pilot mental workload during approach and landing. Sixteen cadet pilots with real flight experience participated in simulated flight scenarios with and without PAPI lights, using a Polar Verity Sense to monitor cardiac activity. The statistical analysis results indicated that the absence of PAPI lights significantly increased pilot mental workload. Instructor ratings confirmed that the absence of PAPI lights adversely affected the accuracy of the descent trajectory, leading to greater deviations. Heart rate variability (HRV) analysis revealed that specific features-SDNN, CVNNI, STD_HR, MIN_HR, and SD2-were particularly sensitive to changes in pilot mental workload. Increased mental workload was associated with a significant increase in MIN_HR and a significant decrease in the other four HRV features. Correlation analysis further identified TOTAL_POWER and RATIO_SD2_SD1 as effective indicators of pilot mental workload. These findings underscore the impact of visual guidance cues on pilot mental workload and demonstrate the value of HRV-based monitoring for assessing pilot mental workload in challenging flight scenarios.</p>","PeriodicalId":47506,"journal":{"name":"Applied Psychophysiology and Biofeedback","volume":" ","pages":""},"PeriodicalIF":2.4000,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Measuring Pilot Mental Workload During Flights Without PAPI Lights Using a Wearable Device.\",\"authors\":\"Chuang Liu, Chenyang Zhang, Wenbing Zhu, Shuaitao Jiao, Yu Zhang, Rongbing Xu, Yaowei Liang\",\"doi\":\"10.1007/s10484-025-09729-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Measuring pilot mental workload during flights without Precision Approach Path Indicator (PAPI) lights is crucial for enhancing flight safety. This study aimed to investigate the impact of the absence of PAPI lights on pilot mental workload during approach and landing. Sixteen cadet pilots with real flight experience participated in simulated flight scenarios with and without PAPI lights, using a Polar Verity Sense to monitor cardiac activity. The statistical analysis results indicated that the absence of PAPI lights significantly increased pilot mental workload. Instructor ratings confirmed that the absence of PAPI lights adversely affected the accuracy of the descent trajectory, leading to greater deviations. Heart rate variability (HRV) analysis revealed that specific features-SDNN, CVNNI, STD_HR, MIN_HR, and SD2-were particularly sensitive to changes in pilot mental workload. Increased mental workload was associated with a significant increase in MIN_HR and a significant decrease in the other four HRV features. Correlation analysis further identified TOTAL_POWER and RATIO_SD2_SD1 as effective indicators of pilot mental workload. These findings underscore the impact of visual guidance cues on pilot mental workload and demonstrate the value of HRV-based monitoring for assessing pilot mental workload in challenging flight scenarios.</p>\",\"PeriodicalId\":47506,\"journal\":{\"name\":\"Applied Psychophysiology and Biofeedback\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-07-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Psychophysiology and Biofeedback\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.1007/s10484-025-09729-7\",\"RegionNum\":3,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PSYCHOLOGY, CLINICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Psychophysiology and Biofeedback","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1007/s10484-025-09729-7","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHOLOGY, CLINICAL","Score":null,"Total":0}
Measuring Pilot Mental Workload During Flights Without PAPI Lights Using a Wearable Device.
Measuring pilot mental workload during flights without Precision Approach Path Indicator (PAPI) lights is crucial for enhancing flight safety. This study aimed to investigate the impact of the absence of PAPI lights on pilot mental workload during approach and landing. Sixteen cadet pilots with real flight experience participated in simulated flight scenarios with and without PAPI lights, using a Polar Verity Sense to monitor cardiac activity. The statistical analysis results indicated that the absence of PAPI lights significantly increased pilot mental workload. Instructor ratings confirmed that the absence of PAPI lights adversely affected the accuracy of the descent trajectory, leading to greater deviations. Heart rate variability (HRV) analysis revealed that specific features-SDNN, CVNNI, STD_HR, MIN_HR, and SD2-were particularly sensitive to changes in pilot mental workload. Increased mental workload was associated with a significant increase in MIN_HR and a significant decrease in the other four HRV features. Correlation analysis further identified TOTAL_POWER and RATIO_SD2_SD1 as effective indicators of pilot mental workload. These findings underscore the impact of visual guidance cues on pilot mental workload and demonstrate the value of HRV-based monitoring for assessing pilot mental workload in challenging flight scenarios.
期刊介绍:
Applied Psychophysiology and Biofeedback is an international, interdisciplinary journal devoted to study of the interrelationship of physiological systems, cognition, social and environmental parameters, and health. Priority is given to original research, basic and applied, which contributes to the theory, practice, and evaluation of applied psychophysiology and biofeedback. Submissions are also welcomed for consideration in several additional sections that appear in the journal. They consist of conceptual and theoretical articles; evaluative reviews; the Clinical Forum, which includes separate categories for innovative case studies, clinical replication series, extended treatment protocols, and clinical notes and observations; the Discussion Forum, which includes a series of papers centered around a topic of importance to the field; Innovations in Instrumentation; Letters to the Editor, commenting on issues raised in articles previously published in the journal; and select book reviews. Applied Psychophysiology and Biofeedback is the official publication of the Association for Applied Psychophysiology and Biofeedback.