• 제목/요약/키워드: PSD(power spectrum density)

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Lomb-Scargle알고리즘에 의한 심박변동의 파워스펙트럼 추정 (The Power Spectral Estimation of Heart Rate Variability using Lomb-Scargle's algorithm)

  • 신건수;정기삼;최석준;이정환;이명호
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1997년도 춘계학술대회
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    • pp.275-278
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    • 1997
  • Standard methods estimating the power spectral density(PSD) from an irregularly sampled cardiac event series require deriving a new evenly-spaced signal applicable to those methods. To avoid that requirement, in this study, the power spectrum of heart rate variability was estimated by Lomb-Scargle's algorithm, which is a means of obtaining PSD estimates directly from irregularly sampled timeseries observed in astronomy. To assess the performance of Lomb-Scargle algorithm in the power spectral analysis of heart rate variability, it was applied to various cardiac event series derived through integral pulse frequency modulation model(IPFM) simulation and from real ECG signals, and the resultant power spectra was compared with those obtained by a conventional method based on the FFT. In result, it is concluded that Lomb-Scargle's periodogram is very effective in the power spectral analysis of heart rate variability, especially in the presence of arrhythmia and/or dropouts of cardiac events.

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Power spectrum density analysis for the influence of complete denture on the brain function of edentulous patients - pilot study

  • Perumal, Praveen;Chander, Gopi Naveen;Anitha, Kuttae Viswanathan;Reddy, Jetti Ramesh;Muthukumar, Balasubramanium
    • The Journal of Advanced Prosthodontics
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    • 제8권3호
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    • pp.187-193
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    • 2016
  • PURPOSE. This pilot study was to find the influence of complete denture on the brain activity and cognitive function of edentulous patients measured through Electroencephalogram (EEG) signals. MATERIALS AND METHODS. The study recruited 20 patients aged from 50 to 60 years requiring complete dentures with inclusion and exclusion criteria. The brain function and cognitive function were analyzed with a mental state questionnaire and a 15-minute analysis of power spectral density of EEG alpha waves. The analysis included edentulous phase and post denture insertion adaptive phase, each done before and after chewing. The results obtained were statistically evaluated. RESULTS. Power Spectral Density (PSD) values increased from edentulous phase to post denture insertion adaption phase. The data were grouped as edentulous phase before chewing (EEG p1-0.0064), edentulous phase after chewing (EEG p2-0.0073), post denture insertion adaptive phase before chewing (EEG p3-0.0077), and post denture insertion adaptive phase after chewing (EEG p4-0.0096). The acquired values were statistically analyzed using paired t-test, which showed statistically significant results (P<.05). CONCLUSION. This pilot study showed functional improvement in brain function of edentulous patients with complete dentures rehabilitation.

착지 시 달리기 속도 증가가 충격 쇼크 흡수에 미치는 영향 (The Effect of Increased Running Speed on the Magnitude of Impact Shock Attenuation during Ground Contact)

  • Ryu, Jiseon
    • 한국운동역학회지
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    • 제30권3호
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    • pp.197-204
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    • 2020
  • Objective: The purpose of this study was to investigate the effect of increased running speed on the magnitude of impact shock attenuation in high frequency (9~20 Hz) at support phase on the treadmill running. Method: Twenty-four healthy male heel-toe runners participated in this study. Average age, height, mass, and preference running speed were 23.43±3.78 years, 176.44±3.38 cm, 71.05±9.04 kg, and 3.0±0.5 m/s, respectively. Three triaxial accelerometer (Noraxon, USA) were mounted to the tuberosity of tibia, PSIS (postero-superior iliac spine), and forehead to collect acceleration signals, respectively. Accelerations were collected for 20 strides at 1,000 Hz during treadmill (Bertec, USA) running at speed of 2.5, 3.0, 3.5, and 4.0 m/s. Power Spectrum Density (PSD) of three acceleration signals was calculated to use in transfer function describing the gain and attenuation of impact shock between the tibia and PSIS, and forehead. One-way ANOVA were performed to compare magnitude of shock attenuation between and within running speeds. The alpha level for all statistical tests was .05. Results: No significant differences resulted for magnitude of the vertical and resultant impact shock attenuation between the tibia and PSIS, and forehead between running speeds. However, significant differences within running speed were found in magnitude of the vertical shock attenuation between tibia and PSIS, tibia and forehead at speed of 2.5, 3.0 m/s, respectively. Conclusion: In conclusion, it might be conjectured that muscles covering the knee and ankle joints and shoe's heel pad need to strengthen to keep the lower extremities from injuries by impact shock at relatively fast running speed that faster than preferred running speed.

GPS Output Signal Processing considering both Correlated/White Measurement Noise for Optimal Navigation Filtering

  • Kim, Do-Myung;Suk, Jinyoung
    • International Journal of Aeronautical and Space Sciences
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    • 제13권4호
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    • pp.499-506
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    • 2012
  • In this paper, a dynamic modeling for the velocity and position information of a single frequency stand-alone GPS(Global Positioning System) receiver is described. In static condition, the position error dynamic model is identified as a first/second order transfer function, and the velocity error model is identified as a band-limited Gaussian white noise via non-parametric method of a PSD(Power Spectrum Density) estimation in continuous time domain. A Kalman filter is proposed considering both correlated/white measurements noise based on identified GPS error model. The performance of the proposed Kalman filtering method is verified via numerical simulation.

디젤차량 요소수탱크의 진동 특성을 고려한 진동내구시험법 연구 (Study of Vibration Fatigue Test for Urea Tank of Diesel Vehicle Considering Vibration Characteristics)

  • 윤지수
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제18권3호
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    • pp.213-219
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    • 2018
  • Purpose: Satisfying the environmental regulations, the automobile manufacturer should install urea tank, which is a key component of the urea system. However, due to the limitations of existing layouts, it may be mounted which is disadvantageous to vibration and shock resulting in durability robust. analyze the factors affecting the durability life of urea tank and the vibration characteristics through RLDA. In this study, clarify the limit of the current practice test method of urea tank and analyze the possibility of the new vibration test method in the system unit reflecting the characteristics of actual use condition. Methods: Analyzing the factors affecting the durability life of urea tank and the vibration characteristics through PSD & FDS of RLDA that actual vehicle driving data on durability test road. Results: The limit of the uniform width/single frequency test method of urea tank is clarifed and the positive prospects of the new test method are discovered. Conclusion: The vibration durability test with PSD method in system unit effectively reflects the magnitude and frequency characteristics of field vibration.

Kaiser Window를 이용한 HRV의 PSD분석 (PSD Analysis of HRV Using the Kaiser Window)

  • 최규섭;김동철;이준영;김정훈;정기삼;이명호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 D
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    • pp.3233-3235
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    • 2000
  • A new method for HRV(heart rate variability} detection from the R-wave signal, based on the IPFM (integral pulse frequency modulation) model and its similarity to pulse position modulation, is presented. The proposed method exert lowpass filtering with a Kaiser window. In this paper, The proposed method presents a powerful, but simple, tool for investigation of HRV. It also guarantees real-time behavior, simplicity in design, and phase linearity. Even without the basic assumption of IPFM model, the new algorithm can still be used on-line and with higher performance. It is thoroughly proved that lowpass filtering is an ideal method for PSD (Power Spectrum Density) analysis of HRV.

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OFDM 시스템의 PAPR 감소를 위한 Adaptive Sine Soft Clipping 기법에 관한 연구 (A Study on Adaptive Sine Soft Clipping Method for PAPR Reduction in OFDM System)

  • 유선용;김완태;조성준
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2007년도 추계종합학술대회
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    • pp.340-343
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    • 2007
  • OFDM (Orthogonal Frequency Division Multiplexing) 방식은 주파수 선택적 페이딩 (frequency selective fading)과 협대역 간섭 (narrowband interference)에 강한 전송 방식으로 고속 데이터 통신에 적합하다. 하지만, OFDM 신호는 독립적으로 변조된 많은 부반송파들로 구성되므로 이들이 동위상으로 더해질 때 신호의 진폭이 증가하여 PAPR (Peak-to-Average Power Ratio) 문제가 발생한다. 본 논문에서는 OFDM의 PAPR 감소는 물론 고주파 성분 제어를 통하여 대역 외 스펙트럼 방출을 줄이고 clipping에 의한 왜곡을 감소시킬 수 있다. 시뮬레이션 과정을 통해 OFDM 시스템에 제안하는 알고리즘을 적용했을 경우, PAPR의 감소 정도와 PSD (Power Spectral Density), BER (Bit Error Rate)을 분석한다.

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Mathematical Analysis Power Spectrum of M-ary MSK and Detection with Optimum Maximum Likelihood

  • Niu, Zheng;Jiang, Yuzhong;Jia, Shuyang;Huang, Zhi;Zou, Wenliang;Liu, Gang;Li, Yu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권8호
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    • pp.2900-2922
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    • 2021
  • In this paper, the power spectral density(PSD) for Multilevel Minimum Shift Keyed signal with modulation index h = 1/2 (M-ary MSK) are derived using the mathematical method of the Markov Chain model. At first, according to an essential requirement of the phase continuity characteristics of MSK signals, a complete model of the whole process of signal generation is built. Then, the derivations for autocorrelation functions are carried out precisely. After that, we verified the correctness and accuracy of the theoretical derivation by comparing the derived results with numerical simulations using MATLAB. We also divided the spectrum into four components according to the derivation. By analyzing these figures in the graphic, each component determines the characteristics of the spectrum. It is vital for enhanced spectral characteristics. To more visually represent the energy concentration of the main flap and the roll-down speed of the side flap, the specific out-of-band power of M-ary MSK is given. OMLCD(Optimum Maximum Likelihood Coherent Detection) of M-ary MSK is adopted to compare the signal received with prepared in advance in a code element T to go for the best. And M-ary MSK BER(Bit Error Rate) is compared with the same ary PSK (Phase Shift Keying) with M=2,4,6,8. The results show the detection method could improve performance by increasing the length of L(memory inherent) in the phase continuity.

2.06mV/count의 해상도를 갖는 칩 내부 전원전압 잡음 측정회로 (On-chip Power Supply Noise Measurement Circuit with 2.06mV/count Resolution)

  • 이호규;정상돈;김철우
    • 전기전자학회논문지
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    • 제13권4호
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    • pp.9-14
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    • 2009
  • 이 논문에서는 혼성 신호 집적회로 상의 온칩 전원전압 잡음을 측정하는 회로에 대해 기술하였다. 온칩 상의 전원전압 잡음을 측정함으로서 잡음이 아날로그 회로에 미치는 영향을 확인하고 이를 보상하는 정보로도 사용할 수 있다. 이 회로는 동일하지만 독립적인 두 개의 채널로 구성되어 있다. 각 채널은 샘플 앤 홀드와 전압 제어 발진기를 포함한 주파수-디지털 변환 블록으로 구성되어 있다. 간단한 아날로그-디지털 변환 방법을 사용해서 시간 기준 전압 정보와 주파수 기준 전력 스펙트럼 밀도를 얻을 수 있다. 버퍼는 넓은 대역폭을 갖는 유닛 게인 버퍼로 동작하고, 전압 제어 발진기는 해상도를 높이기 위한 높은 증폭도를 가지고 있다. 이 회로는 0.18um CMOS 공정으로 설계되었으며 측정된 해상도는 2.06mV/count 이다. 전원잡음 측정회로는 15mW의 전력을 소모하며 $0.768mm^2$의 면적을 차지한다.

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PSD선도를 이용한 국내노면의 민감도 분석에 관한 연구 (The Study on Sensitivity Analysis of Domestic Road using PSD)

  • 배철용;김찬중;권성진;이봉현;김현철
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 춘계학술대회논문집
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    • pp.326-331
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    • 2006
  • The durability of recent motors is longer than the past one because there are the rapid technique development of the automobile industry and the vehicle maintenance of users. And then the importance of the durability test due to vibration is increased from day to day. So full vehicle and parts companies accomplish the durability test using various methods. The most public test method among them is the reliable field test but it bring on higher cost and period of the development process. The durability test using MAST(multi axis simulation table) is a solution in order to improve the development process of automobiles. Generally its excitation source uses the optimized road profiles that are obtained by the road test of belgian road, country road, cobbleston road and so on instead of a real field but the interrelations and influences accordingly vehicle damage are considered by a field test between specific roads and real fields in the first place. Therefore this study, in order to accomplish a basic research for the durability test using the MAST, performed on the real field driving test at various domestic roads and the results which are analyzed by PSD(power spectrum density) are compared with relative sensitivity among the roads. Consequently they can present a basic material for generation of road profiles which is applied to the durability test using MAST.

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