• Title/Summary/Keyword: Cognitive Engineering

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A Study of Systems Engineering Process Model For the Cognitive Interface Design Process (시스템 엔지니어링 프로세스 모델에 기반한 인지 시스템 설계 프로세스 연구)

  • Cha, Woo Chang;Ra, Doo Wan;Choi, Yong Jin;Lee, Ji Young
    • Journal of the Korean Society of Systems Engineering
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    • v.9 no.2
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    • pp.15-22
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    • 2013
  • The aim of this study is to propose the design process suitable for developing the cognitive interface considering system engineering process (SEP) models. Due to the cognitive workload in an operation of HMS, some cognitive interfaces have been developed. It is somehow difficult to use the developed cognitive interface in real working environment since they often showed a conflict to stereotyped interface. So it is necessary to develop the design process suitable for the more operator-specific interface. Various SEP models were reviewed for selecting the suitable design process which might resolve the problem from design-specific interface. The suitable process for designing cognitive interface was proposed considering currently usable SEP models. The findings from the study may be helpful for systematic approach to designing cognitive interface in digitalized environment. The proposed design process would be applied for easily employing the cognitive interface in digitalized working environment such as main control room in nuclear power plant.

Study on cognitive load of OM interface and eye movement experiment for nuclear power system

  • Zhang, Jingling;Su, Daizhong;Zhuang, Yan;QIU, Furong
    • Nuclear Engineering and Technology
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    • v.52 no.1
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    • pp.78-86
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    • 2020
  • The operation and monitoring (OM) interface is the digital medium between nuclear power system and operators. The cognitive load of OM interface has an important effect on the operation errors made by operator during OM task between operator and computer. The cognitive load model of OM interface is constructed for analysing the composition and influencing factors of OM interface cognitive load. And to study the coping strategies and methods for cognitive load of nuclear power system. An experiment method based on eye movement is proposed to measure the cognitive load of OM interface. Experiment case is carried out with 20 subjects and typical OM interface of a nuclear power system simulator. The OM interface is optimized based on the experiment results. And the results comparison between the original OM interface and the optimized OM interface shows that the cognitive load model and proposed method is valuable contributions in reducing the cognitive load and improving the interaction efficiency of OM tasks.

Research Trend on Cognition Training Method using Computer Software (컴퓨터 소프트웨어를 이용한 인지 훈련 방법의 연구 동향)

  • Lee, Juhyeon;Oh, Doyeong;Koo, Kyo-In
    • Journal of Biomedical Engineering Research
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    • v.35 no.6
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    • pp.185-191
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    • 2014
  • Mild cognitive impairment is status between healthy people and dementia patients. In order to prevent dementia or slow its progression, cognitive interventions could be effective. In this paper, review of the cognitive intervention with computer software was undertaken. Previous reports showed that the cognitive intervention with additional equipment could practical to the mild cognitive impairment.

The Evaluation of the Short-term Stress Effect on Cognitive Rehabilitation Training Assessment (인지 재활훈련 평가 시 단기 스트레스가 미치는 영향 연구)

  • Jang, Ik-Jae;Youn, Jong-In
    • Journal of Biomedical Engineering Research
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    • v.35 no.6
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    • pp.197-202
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    • 2014
  • The cognitive rehabilitation training is important for treating many cognitive impairment conditions, including Parkinson's disease, stroke, and ADHD. In this study, we developed a new evaluation system to improve the measurement of the conventional evaluation systems for cognitive rehabilitation training. The developed system measured the activity of dopamine(DA) and an autonomic nervous system(ANS) with photoplethysmography and electromyography. The results demonstrated that the cognitive capacity was increased but the activity of DA was decreased with unbalanced ANS by short-term stress. Based on the results, the effect of short-term stress should be recognized for the cognitive rehabilitation training.

An Opportunistic Channel Access Scheme for Interweave Cognitive Radio Systems

  • Senthuran, Sivasothy;Anpalagan, Alagan;Kong, Hyung Yun;Karmokar, Ashok;Das, Olivia
    • Journal of Communications and Networks
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    • v.16 no.1
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    • pp.56-66
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    • 2014
  • We propose a novel opportunistic access scheme for cognitive radios in an interweave cognitive system, that considers the channel gain as well as the predicted idle channel probability (primary user occupancy: Busy/idle). In contrast to previous work where a cognitive user vacates a channel only when that channel becomes busy, the proposed scheme requires the cognitive user to switch to the channel with the next highest idle probability if the current channel's gain is below a certain threshold. We derive the threshold values that maximize the long term throughput for various primary user transition probabilities and cognitive user's relative movement.

Prediction of Menu selection on Touch-screen Using A Cognitive Architecture: ACT-R (ACT-R을 이용한 터치스크린 메뉴 선택 수행 예측)

  • Min, Jung-Sang;Jo, Seong-Sik;Myung, Ro-Hae
    • Journal of the Ergonomics Society of Korea
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    • v.29 no.6
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    • pp.907-914
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    • 2010
  • Cognitive model, that is cognitive architecture, is the model expressed with computer program to show the process how human solve a certain problem and it is continuously under investigation through various fields of study such as cognitive engineering, computer engineering, and cognitive psychology. In addition, the much extensive applicability of cognitive model usually helps it to be used for quantitative prediction of human Behavior or Natural programming of human performance in many HCI areas including User Interface Usability, artificial intelligence, natural programming language and also Robot engineering. Meanwhile, when a system designed, an usability test about conceptual design of interface is needed and in this case, analysis evaluation using cognitive model like GOMS or ACT-R is much more effective than empirical evaluation which naturally needs products and subjects. In particular, if we consider the recent trend of very short-end term between a previous technology development and the next new one, it would take time and much efforts to choose subjects and train them in order to conduct usability test which is repeatedly followed in the process of a system development and this finally would bring delays of development of a new system. In this study, we predicted quantitatively the human behavior processes which contains cognitive processes for menu selection in touch screen interface through ACT-R, one of the common method of usability test. Throughout the study, it was shown that the result using cognitive model was equal with the result using existing empirical evaluation. And it is expected that cognitive model has a possibility not only to be used as an effective methodology for evaluation of HCI products or system but also to contribute the activation of HCI cognitive modeling in Korea.

Development of Robot Contents to Enhance Cognitive Ability for the Elderly with Mild Cognitive Impairment (경도인지장애 노인의 인지능력 향상을 위한 로봇 콘텐츠 개발)

  • Lee, Yean-Hwa;Kim, Kab Mook;Tran, Tin Trung;Kim, Jong-Wook
    • The Journal of Korea Robotics Society
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    • v.11 no.2
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    • pp.41-50
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    • 2016
  • This paper describes the effect of a robot cognitive rehabilitation program on cognitive functions for the elderly with mild cognitive impairment, and compares it with traditional cognitive therapy programs. Three experiment groups including cognition therapy group, robot cognitive rehabilitation group, and hybrid group have been sampled and one comparative group has been organized for this research. 32 old people whose ages are between 61 and 88 with mild cognitive impairment participated in the programs with an admission of W care hospital. According to the program results, the cognitive therapy program alone had shown a positive effect on the attention function, and the robot cognitive rehabilitation program alone had a positive effect on the total intelligence and memory function. However, a simultaneous operation with both programs had shown a positive effect on the three intelligence areas such as total, basic, and management quotients as well as attention and memory functions as subsidiary factors. This paper has verified that the proposed robot cognitive rehabilitation program makes a positive effect on a cognitive function and plays a complementary role with traditional cognitive therapy programs.

Performance Analysis of Amplify and Forward (AF)-based Cooperative Spectrum Sensing in Cognitive Radio Networks

  • Khan, Muhammad Sajjad;Koo, Insoo
    • Journal of information and communication convergence engineering
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    • v.11 no.4
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    • pp.223-228
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    • 2013
  • Cognitive radio has been recently considered a promising technology to improve spectrum utilization by enabling secondary access to licensed bands that are not used by primary users temporarily or spatially. A prerequisite to this secondary access is the lack of interference to the primary system. This requirement makes spectrum sensing a key process for cognitive radio. In this study, we consider amplify and forward (AF)-based cooperative spectrum sensing for cognitive radio networks where multiple relay nodes are utilized to amplify and forward the primary user signal for better spectrum sensing, and maximum ratio combining is used for fusion detection by a cognitive coordinator. Further, the detection probability and the bit error rate of AF-based cooperative spectrum sensing are analyzed in fading multiple cognitive relay channels. The simulation results show that the AF-based cooperative spectrum sensing scheme outperforms the conventional scheme.

Opportunistic Relaying Based Spectrum Leasing for Cognitive Radio Networks

  • Asaduzzaman, Asaduzzaman;Kong, Hyung-Yun;Koo, In-Soo
    • Journal of Communications and Networks
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    • v.13 no.1
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    • pp.50-55
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    • 2011
  • Spectrum leasing for cognitive radio (CR) networks is an effective way to improve the spectrum utilization. This paper presents an opportunistic relaying based spectrum leasing for CR networks where the primary users lease their frequency band to the cognitive users. The cognitive users act as relays for the primary users to improve the channel capacity, and this improved capacity is used for the transmission of secondary users' data. We show that the cognitive users can use a significant portion of the communication resource of primary networks while maintaining a fixed target data rate for the primary users. Moreover, the primary network is also benefited by the cooperating cognitive users in terms of outage probability. Information theoretic analysis and simulation results are presented to evaluate the performances of both primary and cognitive networks.

Development of Measuring Protocol for Cognitive Ability of Elderly People for Mobile Phone (휴대전화 설계를 위한 고령자용 인지능력 측정 프로토콜 개발)

  • Kim, Jung-Yong;Cho, Eun-Ju;Cho, Young-Jin;Chung, Min-Keun
    • Journal of the Ergonomics Society of Korea
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    • v.28 no.3
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    • pp.115-123
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    • 2009
  • The purpose of this research is to develop a protocol which can quantitatively evaluate cognitive ability that is needed when elderly people use mobile phone. Since previous methods for measuring the cognitive ability of elderly people was mainly for clinical evaluation, they would not be adequate to measure cognitive ability for mobile phone development. Therefore, this study suggests cognitive areas which are necessary to use the mobile phone based on the existing evaluation tools. The cognitive areas consist of language, visuospatial ability, memory, executive function and perception. New questionnaire was developed to evaluate the individual cognitive ability for the elderly. They include 9 questions for button comprehension test, 8 for icon button comprehension test, 10 for vocabulary comprehension test, 8 for menu comprehension test, 3 for icon size test, and 2 for font size test. The protocol can be used in the field although further modification may be necessary for betterment.