• 한국정보통신학회논문지
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• 제24권4호
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• pp.494-500
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• 2020

본 논문에서는 초광대역 (Ultra-wideband, UWB) 시스템에서 실내 위치 측위를 위한 새로운 거리 추정 기법을 제안한다. 제안하는 기법은 딥러닝 기법 중 하나인 순환 신경망 (RNN)을 기반으로 한다. 순환신경망은 시계열 신호를 처리하는데 유용한데 UWB 신호 역시 시계열 데이터로 볼 수 있기 때문에 순환신경망을 사용한다. 구체적으로, UWB 신호가 IEEE 802.15.4a 실내 채널모델을 통과하고 수신된 신호에서 순환신경망 회귀를 통해 송신기와 수신기 사이의 거리를 추정하도록 학습한다. 이렇게 학습된 순환신경망 모델의 성능은 새로운 수신신호를 이용하여 검증하며 기존의 임계값 기반의 거리 추정 기법과도 비교한다. 성능지표로는 제곱근 평균추정에러 (root mean square error, RMSE)를 사용한다. 컴퓨터 모의실험 결과에 따르면 제안하는 거리 추정 기법은 수신신호의 신호 대 잡음비 (signal to noise ratio, SNR) 및 송수신기 사이의 거리와 상관없이 기존 기법보다 항상 월등히 우수한 성능을 보인다.

• 한국정보통신학회논문지
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• 제25권11호
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• pp.1551-1558
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• 2021

실내 측위 시스템에 사용되는 Beacon의 신호는 반사 및 왜곡되어 노이즈 신호가 발생한다. 이 노이즈를 제거하기 위해 KF(Kalman Filter)가 널리 사용되어 왔다. KF를 적용하기 위해서는 각 제품의 신호 종류와 강도, 환경을 고려한 Parameters 최적화 과정이 필요하다. 본 논문에서는 BLE Beacon 기반 실내 측위 시스템에서 GA(Genetic Algorithm)를 활용한 KF Parameters의 최적화 문제 해결 방안을 제안한다. Beacon과 수신기 사이에 일정 거리를 두고 제안한 기법을 적용하여 KF Parameters를 최적화한 후, KF를 통과한 추정거리와 필터링을 거치지 않은 거리를 비교하였다. 제안하는 기법은 RSSI(Received Signal Strength Indi- cation)를 기반으로 하는 실내 측위 시스템에서 KF의 Parameters 최적화 소요시간 단축과 정확도 향상이 가능할 것으로 기대된다.

• 환경위생공학
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• 제20권3호
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• pp.1-9
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• 2005

Recently, indoor air quality (IAQ) in workplace, residential environments and schools has been concerned of people, scientists and related the public, and has recognized the healthy effectsrelated to IAQ, specially in schools in Korea. Therefore, objectives of this study in this study were to measure and compare the perception of TAQ of selected air pollutants in Seoul from April to September 2004. Measurement place measured 2 schools of Seoul and local 9 schools (by Kyonggi Province, Chungchong-bukdo Chungchong-namdo, Chollado-bukdo, Cholla-namdo, Kyongsang-bukdo, Kyongsang-namdo, Kwangju, schoolin Pusan each 1 place). Temperature, humidity, illumination, carbon monoxide, carbon dioxide, TBC (total bacteria count), noise, PM10, TVOC(total volatile organic compounds), HCHO (formaldehyde) were measured simultaneously. Also, we Performed a questionnaire survey of 250 students and 50 teachers about their awareness for the importance of IAQ in their schools. Among this article, we handled noise, carbon monoxide, carbon dioxide, TBC, TVOC, HCHO, PM 10 in our conclusion. Major results were as follows ; Carbon monoxide (CO) was lower than indoor air standard of Korea. Carbon dioxide $(CO_2)$ appeared that 4 schools among our sample target school exceeded in normal standard. 4 schools were almost similar with normal standard. TBC appeared that 7 schools among 11 schools were higher than standard. Noise measured school's mean value passed exceeded standard. And school which passed over standard appeared to 7 schools among 11 schools. HCHO was exceeded 4 schools by standard that excess and certainly interrelation between school's establishment year and facilities of construction was detected. PM10 was exposed all schools by fitness in standard. TVOC appeared that 9 schools among 11 measurement school was exceeded health effect standard of Japan.

• 한국가구학회지
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• 제28권4호
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• pp.355-361
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• 2017

Indoor noise environment is an important factor when it comes to occupants comfort, especially in cafe. Results of the survey, 33.9% of occupants were feel unpleasant and sensitive about noise environment. Noise in cafe fluctuate depending on the finishing of both wall and ceiling, volume of the room, and the number of occupants in the room. Therefore, the noise meter device was used for measurement of various under conditions. Also, the subjective assessment of occupant noise was conducted through questionnaires. When the interior finish was exposed concrete, the maximum value of the noise measurement was 66.6 dB and the minimum value was 63 dB, respectively. Also, the result of subjective assessment of unpleasant noise were 5.43 and 4.96 point of 10 point of noise and echo, respectively. Otherwise, the interior finish was gypsum board, the maximum value of the noise measurement was 73.8 dB and the minimum value was 60.4 dB, respectively. Also, the result of subjective assessment of unpleasant noise were 3.88 and 3.95 point of 10 point of noise and echo, respectively. The results of the study showed that the noises and echoes in the cafes were lower than when did not.

• 대한공간정보학회지
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• 제21권2호
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• pp.99-105
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• 2013

도시의 발전 및 성장으로 인해 건물은 고층화, 대형화, 복잡화 되고 있으며, 효율적인 공간정보의 활용 및 공유를 위해 실내외 GIS의 중요성은 증가되고 있다. 하지만 도면 생성기술은 지형 및 도시의 2차원 및 3차원 도면 생성에 대해서 주로 선행되었으며, 건물 실내공간의 도면 구축 기술에 대한 연구는 미비한 실정이다. 본 연구에서는 지상라이다로부터 취득된 실내 점군데이터를 이용한 2차원 및 3차원 실내 도면 반자동 구축 기법을 제안하였다. 제안한 기법은 전처리, 2차원 도면생성, 3차원 도면생성 단계로 이루어진다. 전처리 단계는 실내 공간의 높이를 측정하고 점군데이터의 노이즈를 식별한다. 2차원 도면 생성 단계에서는 외곽선 추출격자와 정제과정을 이용하여 평면도를 생성한다. 3차원 도면 생성 단계에서는 전처리 과정에서 측정된 높이와 평면도를 이용하여 3차원 와이어프레임 모델을 생성한다. 전처리 과정에서 식별된 노이즈 데이터는 3차원 와이어 프레임 모델과 함께 3차원 실내 도면의 세부 모델링에 이용된다. 제안한 기법은 실내 복도를 측량한 점군데이터에 적용하여 결과를 확인하였으며, 향후 실내 GIS 구축을 위한 2차원 및 3차원 도면 생성에 활용될 수 있을 것으로 기대된다.

• 디지털융복합연구
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• 제16권1호
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• pp.147-152
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• 2018

최근 UHD, AR, VR 등 초고화질 미디어 데이터 전송에 대한 요구가 증가함에 따라 이를 위한 다양한 기술들이 활발하게 개발되고 있고, 그 중 IEEE 802.11ad 표준의 상용화가 진행 중에 있다. 본 논문에서는 초고주파(mmWave)를 기반으로 근거리 통신을 지원하는 IEEE 802.11ad 표준 기반 모듈을 이용하여 실내 무선 환경을 분석하기 위해 테스트 베드를 구축하고 다양한 실내 무선 환경에 대한 측정 실험 결과를 소개하고 분석한다. 모듈로 데이터 전송을 통해 SNR(Signal to Noise Ratio), Throughput 등의 데이터를 수집하는 방법으로 비교하며, 모듈의 빔 패턴과 폭을 측정하여 복도 및 사무실의 실내 환경에서 미치는 영향을 비교하였다. 이를 통해 벽의 신호 반사로 더 높은 SNR 값을 보여 실외보다 실내에 더 적합하다는 것을 확인하였고, LoS(Line of Sight)가 아닐 때의 손실을 벽면의 반사된 신호가 보완할 만큼 충분하지 않다는 것을 확인하였다. 결론적으로 초고주파 무선랜의 실내 사용에 적합하다고 판단되며 차후 추가적인 실험 구성에 유용하게 활용될 수 있다.

• KIEAE Journal
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• 제9권2호
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• pp.99-106
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• 2009

The noise in apartment buildings are major factor that determine the quality of indoor noise environment. Particularly, the noise from children's running footsteps and plumbing noise have caused the residents who live in decrepit apartment houses to uncomfortable environment. And as time go by, sound performance are getting worse according to the aging of the facilities. So this study deals with the plans to improve the sound performance of decrepit apartment house. To compare the noise reduction, we measured the heavy-weight impact sound level and plumbing noise level before and after changes the measurement conditions. As the results of measurements, the heavy-weight impact sound level were decreased when stiffness reinforcement were installed on slab. Especially the sound level were decreased 2.1-7.6dB in 50-80Hz of low frequency range. Instead of PVC pipe system, cast iron pipe and triple elbow drain pipe systems were installed. Noise level were decreased 15dB(A) in 250Hz. Noise level of pipe system's on the slab is less than under slab one. On the contrary water saving stool showed increasing the noise level.

• 대한전기학회논문지:전력기술부문A
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• 제51권1호
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• pp.23-28
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• 2002

In order to survey the radiation characteristics of pure line noise of unwanted noise from overhead high voltage AC transmission lines, a disk type gap noise generator was manufactured. Disk size which decides capacitance between the noise generator and earth was selected through preliminary indoor experiments and analysis by using surface charge method. The capacitance is one of principal parameters related to the injection of a proper noise current into lines. On the basis of the capacitance obtained from calculation, 5mm of space was given to the gap of the noise generator to be installed o test line and an aluminum disk of 60cm radius was made. The field experiments were performed with the noise generator hung on the Kochang 765 kV full scale test line. As the results, the useful data which can be used to analysis the radiation characteristics of noise from transmission lines were obtained. Those are the directivity of antenna toward the line, lateral profiles, frequency spectra, height pattern and so on.

• 한국주거학회논문집
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• 제13권5호
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• pp.9-20
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• 2002

The purpose of this study are to evaluate the dwelling quality of rural houses constructed with industrialized wall structures(ALC; Autoclaved Light weight Concrete, SRC; Steel Fiber Reinforced Concrete, ST'L; Steel Framed Insulating Panel), and to establish a method of dwelling quality evaluation. The questionnaire survey by mail was done, for investigating the residents' responses to indoor environment, durability, and economic aspect. The respondents are 118 residents living in rural houses constructed with industrialized wall structures. Physical elements of indoor environment(temperature, humidity, air quality, and noise level) were measured in three sample houses, which were selected considering of architectural characteristics. The findings are as follows; 1) As a result of questionnaire survey, residents' responses to dwelling quality are generally positive. 2) As a result of measurement, indoor environments of sample houses are in relatively comfortable condition. 3) As a summary of research, ALC and ST'L are evaluated as recommendable structures for a rural house.

• 조명전기설비학회논문지
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• 제21권4호
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• pp.96-103
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• 2007

In this paper, we present a novel and numerically efficient algorithm for high resolution TOA(Time Of Arrival) estimation under indoor radio propagation channels. The proposed algorithm is not dependent on the structure of receivers, i.e, it can be used with either coherent or non-coherent receivers. The TOA estimation algorithm is based on a high resolution frequency estimation algorithm of Minimum-norm. The efficiency of the proposed algorithm relies on numerical analysis techniques in computing signal or noise subspaces. The algorithm is based on the two step procedures, one for transforming input data to frequency domain data and the other for estimating the unknown TOA using the proposed efficient algorithm. The efficiency in number of operations over other algorithms is presented. The performance of the proposed algorithm is investigated by means of computer simulations.. Throughout the analytic and computer simulation results, we show that the proposed algorithm exhibits superior performance in estimating TOA estimation with limited computational cost.