• Title/Summary/Keyword: olfactory sensor

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A Study on the Application of Genetic Algorithms and Fuzzy System to GAS Identification System (가스 식별 시스템 설계를 위한 유전알고리즘과 퍼지시스템 적용에 관한 연구)

  • Bang, Young-Keun;Haibo, Zhao;Lee, Chul-Heui
    • Journal of Industrial Technology
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    • v.31 no.B
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    • pp.45-50
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    • 2011
  • Recently, machine olfactory systems that have been proposed as an artificial substitute of the human olfactory system are being studied by many researchers because they can scent dangerous gases and identify the type of gases in contamination areas instead of the human. In this paper, we present an effective design method for the gas identification system. The design method adopted the sequential combination between genetic algorithms and TSK fuzzy logic system. First, the proposed method allowed the designed gas identification system effectively performing the pattern analysis because it was able to avoid the curse of dimensionality caused by use of a large number of sensors. Secondly, the method led the gas identification system to good performance because it was able to deal with drift characteristics of the sensor data by using description ability of the fuzzy system for nonlinear data. In simulation, we demonstrated the effectiveness of the designed gas identification system by using the simulation results of five types of gases.

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Design of Gas Identification System with Hierarchical Rule base using Genetic Algorithms and Rough Sets (유전 알고리즘과 러프 집합을 이용한 계층적 식별 규칙을 갖는 가스 식별 시스템의 설계)

  • Bang, Yonug-Keun;Byun, Hyung-Gi;Lee, Chul-Heui
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.8
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    • pp.1164-1171
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    • 2012
  • Recently, machine olfactory systems as an artificial substitute of the human olfactory system are being studied actively because they can scent dangerous gases and identify the type of gases in contamination areas instead of the human. In this paper, we present an effective design method for the gas identification system. Even though dimensionality reduction is the very important part, in pattern analysis, We handled effectively the dimensionality reduction by grouping the sensors of which the measured patterns are similar each other, where genetic algorithms were used for combination optimization. To identify the gas type, we constructed the hierarchical rule base with two frames by using rough set theory. The first frame is to accept measurement characteristics of each sensor and the other one is to reflect the identification patterns of each group. Thus, the proposed methods was able to accomplish effectively dimensionality reduction as well as accurate gas identification. In simulation, we demonstrated the effectiveness of the proposed methods by identifying five types of gases.

Development of An Apparatus to Control Odorous Stimuli for Olfactory Evoked Responses

  • Min, Byung-Chan;Chung, S.C.;Min, S.W.;Kim, S.K.;Park, S.J.;Kim, C.J.;Shin, J.S.;Kim, J.S.;Lee, D.H.;Sakamoto, K.
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.22 no.53
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    • pp.69-78
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    • 1999
  • We developed an apparatus for odorous stimuli control to record olfactory evoked potentials from human scalp. The characteristics of the apparatus were as follows. 1. Translating the subjects respiration into electric signals with a sensor attached to the nose. The period and timing of odorous stimuli could be adjusted, so that stimuli could be synchronous with respiration. 2. The respirations translated into electric signals were made constant in amplitude by using an auto gain control circuit. 3. The interstimulus interval of odorous could be arbitrarily selected once every 1 to 9 respirations so that adaptation could be prevented. We obtained olfactory - evoked potentials (OEPs) to odorous stimuli using this apparatus from the site of Cz, whose positive peak latencies were approximately $180{\pm}23ms$. Such response were not recorded if oxygen stimuli were used instead of odorous or with click sounds produced by the switching electromagnetic valve.

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Interoperability between Virtual Reality and Scent Display (가상현실과 향 디스플레이 연동)

  • Lim, Seung-Ju;Lee, Hae-Lyong;Park, Jun-Seok;Kim, Jeong-Do
    • Journal of Sensor Science and Technology
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    • v.25 no.6
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    • pp.406-411
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    • 2016
  • The application of visual and auditory senses into virtual reality is easily taken for granted, but the sense of smell has been largely ignored. But many researches have shown that olfactory stimulation in virtual environments can increase the immersion and reality. In practical virtual reality, the use of scents is not always able to increase the immersion and reality. An ill-matched scent can decrease the reality. To solve this problem, we developed scent devices that can adjustable scents and scent intensity in order to display a well-matched scents in virtual reality. And we propose simple and practical way to program specific location to display scents and developed API function to control a developed scent device at virtual reality software.

Notification Service on Mail, Text Message and phone call using Olfactory Display (후각 디스플레이 기술을 이용한 메일, 문자 및 전화 알리미 서비스)

  • Lee, Young-Joon;Keum, Dong-wi;Kim, Jeong-Do;Lim, Seung-Ju
    • Journal of Sensor Science and Technology
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    • v.25 no.6
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    • pp.412-417
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    • 2016
  • Scent display is used mainly to augment immersion, reality and emotion, besides provide more tension and suggestion. However, this paper pay attention to effect of smells as ambient media, and propose a notification service using scents without sound and vibration when a user has new mail, test message and phone call. And we designed a scent service platform and API function for easy application of scent notification service. We demonstrated feasibility by experiment using smart phone and self-producted scent device.

Development of Scent Display Device using Micro-pore Piezo Actuator (마이크로 다공성 압전 진동자를 이용한 발향장치 설계)

  • Lee, Young-Joon;Lim, Seung-Ju;Kim, Min-Ku;Lee, Hae-Lyong;Kim, Jeong-Do
    • Journal of Sensor Science and Technology
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    • v.25 no.6
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    • pp.399-405
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    • 2016
  • Scent diffuser using micro-pore piezo actuator achieved a commercial success because of its cheap production cost, but it is easy to be use for IT-based contents due to difficulty of scent intensity control. To solve this problem, we control the emission amount of scent diffuser by changing amplitude and frequency of input voltage applied to micro-pore piezo actuator. And, we analyzed the effect of density of cotton core on emission amount and a relationship between hole-size of mesh in piezo actuator and viscosity of scents to design a mechanically optimal scent device.

Review and new trends of hydrogen gas sensor technologies (수소센서 기술의 고찰과 최근동향)

  • Han, Sang-Do
    • Journal of Sensor Science and Technology
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    • v.19 no.2
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    • pp.67-86
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    • 2010
  • Hydrogen is emerging as clean fuel and important industrial raw materials. The hydrogen gas is not sensed by the human olfactory system, But the combustion characteristics of hydrogen is that the ignition is very easy, the propagation speed of the flame is very fast and explosion limits is a wide range of 4 %~75 %. Therefore it is extremely in danger, and the need for its leakage detection technologies is especially important in places such as a production, transportation, storage and usage. The hydrogen sensors are classified with ceramic type, semiconductor type, optical type, electrochemical type and so on. Hydrogen sensors and their technologies are reviewed in detail for materials, fabrication process, sensing characteristics, good point and faults, and production and utilization of sensors be discussed.

Application and Design of Scent Display Device for Head-Mounted Display (HMD용 발향장치 설계와 적용)

  • Baek Yu, Min Ho;Kim, Min Ku;Keum, Dong-Wi;Kim, Jeong-Do
    • Journal of Sensor Science and Technology
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    • v.28 no.1
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    • pp.52-57
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    • 2019
  • Studies to augment emotion and immersion in multimedia content through olfactory stimulation are being increasingly conducted in the past two decades, and a variety of scent devices have been developed. Most of the scent devices are very large and heavy; consequently, they are installed on a table rather than being attached to the Head-mounted Display (HMD). Even if such devices are mounted on the HMD, it is not possible to control the scent density because of the size limitation, and it is not easy to be immersed in the experience because of the noise caused by the scent device. In order for an actual virtual reality or an augmented reality system to work efficiently with the scent device, three conditions - noiseless, a compact design, and concentration control- must be satisfied. In this study, we design a scent device that satisfies these three conditions. By using a miniature piezoelectric pump, a small size scent device is designed so that it can be easily attached to the lower end of the HMD, and hardly any noise is generated. Moreover, it is possible to control the concentration of the scent by controlling the piezoelectric pump using amplitude and frequency.

Development of Odorant Sensor System using Six Channel Lipid-Coated SAW Resonator Devices imitating the Olfactory Mechanizm (후각 메카니즘을 모방한 냄새 센서의 개발 연구)

  • Chang, Sang-Mok;Isao, Karube
    • Proceedings of the KOSOMBE Conference
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    • v.1991 no.05
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    • pp.98-100
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    • 1991
  • A sensitive surface acoustic wave (SAW) sensor for the detection of odorants has been constructed by depositing different phospholipids and fatty acids on the surface of the SAW device wi th the Langmuir-Blodgett technique. The characteristics of SAW device operating at 310 MHz deposited with phosphatidylcholine were analyzed. Amyl acetate, acetoin, menthone and other organic gases showed different affinities. The identification of odorants depending on the species of lipid used for coating is discussed in terms of the similarity of the normalized resonant frequency shift pattern. Using a number of different lipid-coated SAW devices, odorants could be identified by a neural-network pattern recognition with back-propagation algorithm.

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A technology of realistic multi-media display and odor recognition using olfactory sensors (후각 센서를 이용한 냄새 인식 및 실감형 멀티미디어 표현 기술)

  • Lee, Hyeon Gu;Rho, Yong Wan
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.6 no.4
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    • pp.33-43
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    • 2010
  • In this paper, we propose a floral scent recognition using odor sensors and a odor display using odor distribution system. Proposed odor recognition has method of correlation coefficient between sensors that select optimal sensors in floral scent recognition system of selective multi-sensors. Proposed floral scent recognition system consists of four module such as floral scent acquisition module, optimal sensor decision module, entropy-based floral scent detection module, and floral scent recognition module. Odor distribution system consists of generation module of distribution information, control module of distribution, output module of distribution. We applied to floral scent recognition for performance evaluation of proposed sensors decision method. As a result, application of proposed method with floral scent recognition obtained recognition rate of 95.67% case of using 16 sensors while applied floral scent recognition system of proposed sensor decision method confirmed recognition rate of 96% using only 8 sensors. Also, we applied to odor display of proposed method and obtained 3.18 thorough MOS experimentation.