• Title/Summary/Keyword: 스마트 필터

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A Study on the Smart Filter System for External Environment Recognition (외부환경 인식용 스마트 필터 시스템에 대한 연구)

  • Seo, Do-Won;Yoon, Keun-Young
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.2
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    • pp.271-278
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    • 2021
  • This paper is a study on the implementation of smart filter system that recognizes the external environment and automatically removes pollutants according to pollution level. Recently, the occurrence of various pollutants in indoor and outdoor space has adversely affected the human body. Especially, various fine dust generated in the atmosphere becomes worse in closed residential space or office space. Although air pollution can be temporary lowered through ventilation, it is difficult to respond to fine dust changes in real time, and such problems become serious in the space where many people reside, such as at home or industry. Therefore, it is necessary to measure the pollution level of fine dust inside the residential space in real time and to reduce the pollution of indoor ventilation through automatic ventilation with the outside. To improve these problems, this paper proposes the implementation of smart filter system for external environment recognition. The structure of smart filter system that automatically measures air quality inside and outside, removes pollutants, implements the function, and confirms the operability by manufacturing prototypes. Finally, the effectiveness of the smart filter system for solving fine dust problems was examined.

Proposal of High Quality Audio DSP System using Flexible Filterbank for Pro-Audio Equipment (Pro-Audio 장비용 가변형 필터뱅크 기반 고품질 음향 DSP 시스템 개발을 위한 제안)

  • Song, Chai-Jong;Yang, Chang-Mo;Lim, Tea-Beom
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.11a
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    • pp.1450-1451
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    • 2013
  • 본 논문에서는 음향 확성 환경과 음향신호의 입 출력 조건에 최적화된 음향 시스템을 실시간으로 생성 및 적용 가능한 음향 신호처리용 시스템으로서, 가변형 필터뱅크 기술 및 상황 적응적 필터 재조합 재배열 기술을 음향 신호처리용 DSP에 적용함으로서 Pro-Audio 장비, 방송 음향장비, 산업 음향장비와 같은 다양한 음향관련 장비에서 고품질 음향 서비스를 제공하기위한 핵심 기술인 가변형 필터뱅크 기반 고품질 음향 DSP 시스템 개발을 제안한다.

Directional realization of in the ear hearing aid using digital filters (디지털 필터를 사용한 귓속형 보청기의 지향성 실현)

  • Jarng, Soon-Suck;Kwon, You-Jung
    • The Journal of the Acoustical Society of Korea
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    • v.36 no.2
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    • pp.123-129
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    • 2017
  • In this paper, the realization of a directional digital hearing aid was considered. Conventional time domain time delay method was replaced with digital filters in order to make any general-purposed DSP (Digital Signal Processing) chip to produce the similar directivity pattern. Both the time delay algorithm and the digital filter algorithm were initially evaluated by Matlab (Matrix laboratory) for comparison, and it was confirmed by CSR 8675 Bluetooth DSP IC (Digital Signal Processing Integrated Circuit) chip firmware realization. Some remote control features by a smart phone was added to the smart hearing aid for user interface easiness.

Recommendation using Context Awareness based Information Filtering in Smart Home (스마트 홈에서 상황인식 기반의 정보 필터링을 이용한 추천)

  • Chung, Kyung-Yong
    • The Journal of the Korea Contents Association
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    • v.8 no.7
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    • pp.17-25
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    • 2008
  • The smart home environment focuses on recognizing the context and physical entities. And this is mainly focused on the personalized service supplied conversational interactions. In this paper, we proposed the recommendation using the context awareness based information filtering that dynamically applied by the context awareness as well as the meta data in the smart home. The proposed method defined the context information and recommended the profited service for the user’s taste using the context awareness based information filtering. Accordingly, the satisfaction of users and the quality of services will be improved the efficient recommendation by supporting the distributed processing as well as the mobility of services. Finally, to evaluate the performance of the proposed method, this study applies to MovieLens dataset in the OSGi framework, and it is compared with the performance of previous studies.

Smart-clothes System for Realtime Privacy Monitoring on Smart-phones (스마트폰에서 실시간 개인 모니터링을 위한 스마트의류 시스템)

  • Park, Hyun-Moon;Jeon, Byung-Chan;Park, Won-Ki;Park, Soo-Hyun;Lee, Sung-Chul
    • Journal of Korea Multimedia Society
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    • v.16 no.8
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    • pp.962-971
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    • 2013
  • In this paper, we propose a method to infer the user's behavior and situation through collected data from multi-sensor equipped with a smart clothing and it was implemented as a smart-phone App. This smart-clothes is able to monitor wearer users' health condition and activity levels through the gyro, temp and acceleration sensor. Sensed vital signs are transmitted to a bluetooth-enabled smart-phone in the smart-clothes. Thus, users are able to have real time information about their user condition, including activities level on the smart-application. User context reasoning and behavior determine is very difficult using multi-sensor depending on the measured value of the sensor varies from environmental noise. So, the reasoning and the digital filter algorithms to determine user behavior reducing noise and are required. In this paper, we used Multi-black Filter and SVM processing behavior for 3-axis value as a representative value of one.

Development of portable PPG sensor based on smart phone (스마트폰 기반의 휴대용 PPG센서 개발)

  • Kim, Jung-han;Cho, Kyoung-lae;Kim, Sang-yoon;Kang, Sung-in;Bae, Sung-ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.1009-1011
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    • 2013
  • 최근 U-헬스케어 서비스가 증가함에 따라 예방과 건강증진 등에 관심과 연구가 활발히 이루어지고 있다. 이러한 U-헬스케어에 사용되는 ECG, EMG, PPG EEG등이 스마트폰 기반의 휴대용 장비와 연동된 센서들의 연구 역시 활발히 진행 중이다. 일반적으로 PPG신호는 적외선센서를 이용하여 모세혈관의 혈중 헤모글로빈 농도 변화에 의한 맥파를 측정한다. PPG신호의 잡음을 제거하기 위해 필터를 사용하였다. 필터된 정보를 ADC하여 스마트폰으로 BlueTooth통신을 이용하여 전송한다. 최종적으로 스마트 디바이스에 PPG신호를 그린다. 제작결과 PPG아날로그 신호를 보는 것과 동일하게 스마트 디바이스에 그릴 수 있음을 보였다. 이후 PPG신호를 이용하여 혈관건강도 및 건강예방의 측정의 연구를 계속해서 한다.

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안전현장스케치 - 감성안전의 새로운 지평 제시, (주)티피에스

  • Jeong, Tae-Yeong
    • The Safety technology
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    • no.187
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    • pp.24-26
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    • 2013
  • 바야흐로 스마트 시대가 도래했다. 스마트폰, 태블랫PC 등 스마트기기의 등장은 현대인들의 생활에 큰 영향을 미쳤다. 스마트폰 하나만 있으면 언제 어디서나 원하는 직업을 할 수 있는 꿈같은 일이 현실로 다가온 것이다. 이런 시대적인 흐름에 따라 관련 산업도 큰 변화를 겪고 있다 각종 스마트기기에 들어가는 부품을 전문적으로 제조 유통하는 기업들이 속속 등장하고 있는 것이다. 이런 기업들 기운데 업계의 남다른 주목을 받고 있는 곳이 오늘의 주인공인 (주)티피에스이다. 2003년 창립된 이곳은 스마트기기의 카메라 이미지센서에 장착되는 적외선 차단용 필터기판을 전문적으로 생산하는 기업이다. 갤럭시 S3 S4, 갤럭시노트2에 설치된 필터의 대부분이 이곳 제품일 정도로 업계의 반응은 매우 뜨겁다. 물론 이곳이 단순히 제품생산에만 주력하고 있다고 생각하면 오산이다. 국내 특허 등록 및 출원 21건, 국제 특허 등록 2건 등 상당한 기술력도 갖추고 있다. 특히 지난해에는 '대구스타기업'으로 선정되면서 대외적으로 성장가능성을 인정받기도 했다. 설립된 지 불과 10여 년 만에 (주)티피에스가 이처럼 괄목할만한 성장을 할 수 있었던 원동력은 무엇일까. 이곳 관계자들은 그 밑바탕에 안전이 자리잡고 있다고 입을 모아 말한다. 근로자들의 안전을 확보해 나가면서 경영활동을 한 것이 '우수한 제품'이라는 결과물로 나타났다는 것이다 안전경영의 모범을 보이고 있는 (주)티피에스를 찾아가 봤다.

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A Study on smartphone indoor navigation technology using Extended Kalman filter (확장 칼만 필터를 이용한 스마트폰 실내 위치 추적 기술 연구)

  • Do, Hyenyeol;Oh, Jongtaek
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.1
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    • pp.133-138
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    • 2019
  • The indoor navigation system using smart phone is a very important infrastructure technology for users' location based services in large indoor facilities. For this purpose, if the user can estimate the movement distance and direction by using the acceleration sensor and the gyro sensor built in the smartphone, the additional external environment is not necessary, which is a very useful technique. This paper deals with indoor navigation system technology that uses Pedestrian Dead Reckoning (PDR) technology and Kalman filter on a general smartphone and allows the user to trace the position while moving the smartphone in front of his chest. In particular, an extended Kalman filter was designed to estimate the direction of movement, and its performance was verified when walking at a constant speed.

Kalman Filter-based Data Recovery in Wireless Smart Sensor Network for Infrastructure Monitoring (구조물 모니터링을 위한 무선 스마트 센서 네트워크의 칼만 필터 기반 데이터 복구)

  • Kim, Eun-Jin;Park, Jong-Woong;Sim, Sung-Han
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.20 no.3
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    • pp.42-48
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    • 2016
  • Extensive research effort has been made during the last decade to utilize wireless smart sensors for evaluating and monitoring structural integrity of civil engineering structures. The wireless smart sensor commonly has sensing and embedded computation capabilities as well as wireless communication that provide strong potential to overcome shortcomings of traditional wired sensor systems such as high equipment and installation cost. However, sensor malfunctioning particularly in case of long-term monitoring and unreliable wireless communication in harsh environment are the critical issues that should be properly tackled for a wider adoption of wireless smart sensors in practice. This study presents a wireless smart sensor network(WSSN) that can estimate unmeasured responses for the purpose of data recovery at unresponsive sensor nodes. A software program that runs on WSSN is developed to estimate the unmeasured responses from the measured using the Kalman filter. The performance of the developed network software is experimentally verified by estimating unmeasured acceleration responses using a simply-supported beam.

An Optimally-Modified Multichannel Wiener Filter Using Speech Presence Probability (음성존재확률을 이용한 최적 변형 다채널 위너 필터)

  • Jeong, Sangbae;Kim, Youngil
    • Smart Media Journal
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    • v.7 no.3
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    • pp.9-15
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    • 2018
  • This paper proposes an optimal gain modification method of the Multichannel Wiener filter (MWF) using speech presence probabilities. Conventional gain modification methods of MWFs have the problem of the increase of speech distortions while reducing residual noises with its relative heuristic approach. However, the proposed optimal gain modification method, derived by solving the unconstrained minimization problem of the probability-involved cost function, reduces amounts of residual noises and signal distortions simultaneously. Through an evaluation of the filtered waveforms and spectrograms, it is verified that the proposed method results in an improved SNR with less signal distortions compared to the conventional MWF.