• 제목/요약/키워드: Dual-task training

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주의력 배분능력 분석을 통한 조종사 선발방법에 관한 연구 (A Pilot Selection Method using Divided Attention Test)

  • 이달호;이면우
    • 대한산업공학회지
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    • 제10권2호
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    • pp.3-16
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    • 1984
  • This study develops a scientific method in pilot selection by analysing a divided attention performance between the successful pilots and the failures in a flight training course. To measure the divided attention performance, Dual Task Method is used in which the primary task is a tracking task while the secondary tasks are, 1. short term memory task, 2. choice reaction task and 3. judgement task. Result shows that the performance of the pilots is significantly better (P < 0.1) than that of the failures in dual performance. In addition, the differences in the divided attention performance between the two groups are increased in proportion to the difficulty of the task and especially in the Short Term Memory, the increment is most dramatic.

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ICT를 이용한 이중과제 기반의 스마트 스태킹 콘의 시제품 개발 및 사용성 평가 (Development and Usability Test of the Prototype of the "Smart Stacking Cone" Based on Dual-task Using ICT)

  • 임승주;원경아;김대겸;김영;박지혁
    • 재활치료과학
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    • 제10권2호
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    • pp.95-108
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    • 2021
  • 목적 : 본 연구는 중추신경계 손상 환자의 상지기능과 이중과제 수행능력의 평가 및 훈련을 위해 개발 중인 스마트 스태킹 콘을 시제품 단계까지 개발하여, 사용성을 파악하고 수정 및 보완점을 점검하여 향후 연구 방향을 제시하고자 하였다. 연구방법 : 본 연구는 ICT 기술을 기반으로 '스마트 스태킹 콘'의 시제품을 개발하였으며, 평가 및 훈련으로부터 생성되는 피험자의 데이터를 관리할 수 있도록 하드웨어 회로 및 소프트웨어 기능을 설계하였다. 또한, 피험자의 수행을 올바르게 측정할 수 있도록 구체화된 측정변수를 설정하였으며, 이를 바탕으로 '단일과제 평가모드', '이중과제 평가모드', '단일과제 훈련모드', '이중과제 훈련모드'로 콘텐츠를 구성하였다. 또한, 개발된 시제품의 임상적 적용 가능성과 전반적인 만족도를 평가하고자 사용성 평가를 실시하였다. 결과 : 사용성 평가 결과 개발된 시제품에 대해 전반적으로 보통 이상의 수준으로 긍정적인 응답이 나타났다. 특히, '콘텐츠 적절성' 영역은 적절 수준이 가장 높게 응답된 영역이자 부적절 수준이 가장 저조하게 나타난 영역으로 확인되었고, '전반적 만족도' 영역은 매우 적절 수준이 가장 높게 나타난 영역임과 동시에 부적절 수준 또한 가장 높게 나타난 영역으로, 기기에 대한 전반적 만족도는 안정적이지 못한 것으로 나타났다. 결론 : 본 연구 결과를 바탕으로 기기를 수정하여 완성한 후 실제 환자군에게 적용해봄으로써, 기기의 임상적 효과성을 파악하기 위한 연구가 진행되어야 할 것이다.

여성 노인의 장애물과 이중 과제 보행 시 속도 및 하지근육 활성도 변화 (Analysis of Gait Velocity, Lower Muscles Activity on Obstacle and Dual Task Gait in Elderly Women)

  • 조용호
    • 대한물리의학회지
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    • 제6권4호
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    • pp.465-473
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    • 2011
  • Purpose : This study was to evaluate gait velocity and muscle activity on 3 different gait conditions in elderly women. Methods : There were one group was 20's generation(n=12), and the other group was over 60's generation (n=12). The velocity of gait was analysed for using the Footscan system, EMG(MP150) for muscle activity. Subjects were measured 3 gait condition(normal, obstacle-10cm, dual obstacle-10cm. Measured values were used by the independent t-test for analysing between groups, and repeated measurement of ANOVA for analysing within group. Results : The results were as follow: velocity and acticities of lower 4 muscles were significantly differences in experimental group. In control group, there were not significantly differences. Contrast-groups were significantly differences of velocity(obstacle, dual obstacle), muscle activities(soleus-dual obstacle, hamstring-all). Conclusion : These results indicate that elderly people are reduced gait ability in dual task, and obstacle gait. So Elderly women need to training obstacle/dual gait for preventing falling.

RadioCycle: Deep Dual Learning based Radio Map Estimation

  • Zheng, Yi;Zhang, Tianqian;Liao, Cunyi;Wang, Ji;Liu, Shouyin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권11호
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    • pp.3780-3797
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    • 2022
  • The estimation of radio map (RM) is a fundamental and critical task for the network planning and optimization performance of mobile communication. In this paper, a RM estimation method is proposed based on a deep dual learning structure. This method can simultaneously and accurately reconstruct the urban building map (UBM) and estimate the RM of the whole cell by only part of the measured reference signal receiving power (RSRP). Our proposed method implements UBM reconstruction task and RM estimation task by constructing a dual U-Net-based structure, which is named RadioCycle. RadioCycle jointly trains two symmetric generators of the dual structure. Further, to solve the problem of interference negative transfer in generators trained jointly for two different tasks, RadioCycle introduces a dynamic weighted averaging method to dynamically balance the learning rate of these two generators in the joint training. Eventually, the experiments demonstrate that on the UBM reconstruction task, RadioCycle achieves an F1 score of 0.950, and on the RM estimation task, RadioCycle achieves a root mean square error of 0.069. Therefore, RadioCycle can estimate both the RM and the UBM in a cell with measured RSRP for only 20% of the whole cell.

만성 뇌졸중 환자의 기립 자세조절에 이중 과제가 미치는 영향 (The Effect of Dual-Task on Standing Postural Control in Persons With Chronic Stroke)

  • 전혜원;정이정
    • 한국전문물리치료학회지
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    • 제17권3호
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    • pp.20-30
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    • 2010
  • This study examined whether any changes by mental task types on postural control in chronic stroke persons. Sixteen chronic stroke persons (mean age=53.75 yr) and sixteen age-and gender-matched healthy controls (mean age=54.44 yr) took part in this study. Participants randomly performed three different tasks on the stable and unstable surfaces. The no mental task was to stand while holding a 100 g weight in each hand, the arithmetic task (mental task) was to perform a silent 1-backwards counting while standing and holding a 100 g weight in each hand, and the simple task (mental task) was to stand and hold with both hands a tray (200 g) on which a glass filled with water has been placed. Sway path and sway velocity of the center of pressure (COP) were measured to assess standing postural control by task performance using the force platform. According to the results, in stroke group, total sway path and total sway velocity of COP was significantly decreased during arithmetic and simple task compared to no mental task on the stable surface (p<.05), and sway path (anteroposterior AP, mediolateral ML) of COP, total and sway velocity (AP, ML, total) of COP was significantly decreased during arithmetic and simple task compared to no mental task on the unstable surface (p<.05). Especially, sway path (AP, total) of COP and sway velocity (AP, ML, total) of COP was significantly decreased under the simple task when compared to the arithmetic task on the unstable surface (p<.05). In healthy control group, sway path (AP, ML, total) of COP and sway velocity (AP, ML, total) of COP was significantly decreased during arithmetic and simple task compared to no mental task on the stable and unstable surface (p<.05), and sway path (AP, total) of COP and sway velocity (AP, ML, total) of COP was significantly decreased under the simple task when compared to the arithmetic task on the unstable surface (p<.05). In conclusion, the findings of this study showed that arithmetic and simple task improved standing postural control for chronic stroke patients and the type of arithmetic and simple tasks were critical factor that reduced standing postural sway in dual-task conditions. Future research should determine whether dual-task conditions, including simple task, would be effective as a training program for standing postural control of stroke patients.

Comparison of Usability and Prefrontal Cortex Activity of Cognitive-Motor Training Programs using Sensor-Based Interactive Systems

  • Jihye Jung;Seungwon Lee
    • Physical Therapy Rehabilitation Science
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    • 제11권4호
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    • pp.571-578
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    • 2022
  • Objective: Cognitive-motor trainings had a positive impact on cognitive function and dual-task trainings led to improvements of global cognitive function. The brain activity of the prefrontal cortex (PFC) is another indicator that can infer cognitive function. This study aims to confirm the usability of the interactive system cognitive-motor training program and the changes in the prefrontal cortex through training. Design: Cross-sectional study Methods: In this study, two cognitive tasks were randomly applied to 20 adults as cognitive-motor training using an interactive system, and the same task was performed using the original method. During all tasks, the brain activity of the prefrontal cortex was measured by the change in oxyhemoglobin (HbO) in real-time using Functional Near-Infrastructure. After performing the tasks, the usability of the developed interactive system was evaluated by a usability questionnaire which consists of five items, and each item consists of a 7-point Likert scale that responds from 1 point to 7 points. Results: The HbO levels were increased during cognitive task performance than at the resting phase. And evaluating the usefulness of the interactive system, a questionnaire result showed that it would be useful for cognitive-motor programs. Conclusions: The cognitive-motor training using the interactive system increased the activity of the prefrontal cortex, and the developed wearable sensor-based interactive system confirmed its usefulness.

주의 분배력 분석을 통한 조종사 선발 방법에 관한 연구 (A Pilot Selection Method Using Divided Attention Test)

  • 이달호
    • 한국국방경영분석학회지
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    • 제11권1호
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    • pp.33-46
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    • 1985
  • This study develops a scientific method in pilot selection by analysing a divided attention performance between the successful pilots and the failures in a flight training course. To measure the divided attention performance, Dual Task Method is used in which the primary task is a tracking task while the secondary tasks are, 1. short-term memory task 2. choice reaction task 3. judgement task. Result shows that the performance of the pilots is significantly better (p < 0.1) than that of the failures in divided attention performance. In addition, the differences in the divided attention performance between the two groups are increased in proportion to the difficulty of the task and especially in the short term memory, the increment is most dramatic.

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인지과제를 결합한 장애물 보행훈련이 뇌졸중 환자의 균형과 보행능력 및 일상생활동작에 미치는 효과 -단일사례연구- (Effect of Obstacle Walking Training Combined with Cognitive Tasks on Balance, Gait, and Activities of Daily Living in Patients with Stroke: A Single Case Study)

  • 송민정;김범룡
    • PNF and Movement
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    • 제21권1호
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    • pp.11-18
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    • 2023
  • Purpose: This study aims to compare the effects of obstacle walking training combined with cognitive tasks on balance, gait, and activities of daily living in patients with stroke. Methods: A single-subject design was used, where one stroke patient participated. Obstacle walking training combined with cognitive tasks was performed for 1 hour per day for a total of 10 times during the intervention phase. The subjects were measured five times in the baseline phase, 10 times in the intervention phase, and five times in the follow-up phase. The outcome measurements included the Berg balance scale (BBS), the 10-meter walk test (10 MWT), and the Korean modified Barthel index (K-MBI). Results: In this study, the results showed that the 10 MWT scores during the intervention period improved and that this improvement remained, even during the post-period. In addition, BBS and K-MBI values for stroke patients increased significantly after training. Conclusion: The results of this study revealed that obstacle walking training combined with cognitive task training may be helpful to improve balance, gait, and activities of daily living in stroke patients. Therefore, obstacle walking training combined with cognitive tasks is recommended for stroke patients.

Effects of Cognitive-Motor Interference on Cognitive Tasks Requiring Different Types of Concentration During Preferred and Fast Walking in Stroke Patients

  • Choo, Yeon-Seung;Kim, Mi-Sun;Choi, Jong-Duk
    • 한국전문물리치료학회지
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    • 제21권4호
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    • pp.34-39
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    • 2014
  • The purpose of this study was to examine the effect of three cognitive tasks on gait at a preferred walking speed, and at a fast speed, using dual-task methodology. A total of 29 stroke patients participated in the study. All 29 subjects performed 2 motor tasks (10-meter walk task and timed up and go task each at a preferred and a fast speed) and three cognitive tasks [Stroop, word list generation (WLG), serial subtraction (SS)] under dual-task conditions [cognitive-motor interference (CMI)] in a randomized order. Gait speeds were measured in six different conditions. A repeated-measure analysis of variance was employed to compare the results of the Stroop training, WLG, and SS tasks during preferred and fast walking. A Bonferroni adjustment use for post hoc analysis. The level of statistical significance was set at ${\alpha}=.05$. A CMI effect occurred for performance of a 10-meter walking task at two different speed and a cognitive task (p<.05). Stroop had a significantly greater effect than SS and WLG (p<.05). The timed up and go task was affected when performed with fast walking speed during Stroop cognitive task (p<.05), but was not affected if performed with preferred walking speed during a cognitive task (p>.05). This study showed that CMI of Stroop can be used as a rehabilitation program for stroke patients.

장애물 보행시 젊은 사람과 노인들의 보행 양식에 대한 이중과업 수행의 효과 (The Effects of Dual-Task on Stepping Over Obstacles From a Position of Quiet Stance in Younger and Older Adults: A Pilot Study)

  • 김형동;윤범철
    • 한국전문물리치료학회지
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    • 제9권4호
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    • pp.1-11
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    • 2002
  • 본 연구의 목적은 이중과업 방법론(dual task methology)을 사용해서 젊은 사람과 노인을 대상으로 독립된 두 사건(two separate concurrent events)을 동시에 수행하는데 요구되는 주의력에 대한 분석과 노인에서의 특징적 차이를 찾는 것이다. 본 실험은 대상자가 힘판(force plate) 위에서 장애물(10cm) 보행시에 경피자극(cutaneous stimulation)에 대하여 마이크로 스위치(micro-switch)를 사용하여 반응하면서 시행되었다. 힘판과 시간(temporal events) 그리고 반응시간(reaction time)에 관한 자료들은 1000 Hz의 주파수로 수집되었다. 반응시간은 대상자들이 서 있는 상태(baseline) 장애물 보행시(dual task)에서 수집되었다. 반응시간은 아중과업 조건에서 대상자 모두에게서 긴 것으로 나타났으며 특히 노인에서 정상 성인보다 반응시간이 긴 것으로 나타났다. 이중과업 조건 하에서 노인 대상자가 정상 성인에 비해 발가락이 장애물에 닫지 않고 통과할 수 있는 공간, 즉 토우 클리어런스( toe-clearance)와 슬관전 굴곡(knee flexion) 각도가 훨씬 큰 것으로 나타났다. 이중과업 조건하에서 모든 대상자가 족관절 배측굴곡(ankle dorsiflexion) 각도를 감소시키는 것으로 나타났다. 노인들은 젊은 대상자들보다 훨씬 더 긴(124 ms) 유각시간을 보여 주었으며 정상 장애물 보행시 유각 시간은 이중과업보다 50 ms 긴 것으로 나타났다. 이러한 보행 특성의 차이는 노인대상자들이 젊은 대상자들보다 장애물 보행시에 이중과업의 영향을 더 받았기 때문인 것으로 판단된다. 이중 과업 시행시 이러한 토우 클리어런스의 감소와 장애물 통과시에 보행 속도의 증가는 아마도 낙상의 가능성을 증가시키는 요인이 될 수 있는 것으로 보여진다. 본 연구의 결과는 다중과업(multitasks)을 필요로 하는 보행 훈련 프로그램(gait training program)의 개발과 시행에 있어서 기초적인 자료를 제공할 수 있는 것으로 보여진다.

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