• Title/Summary/Keyword: interference statistics

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A Comparison of Pain, Pain Interference and Fatigue according to the Level of Physical Activity in the Elderly with Chronic Pain (만성통증이 있는 노인의 신체활동 수준에 따른 통증, 일상생활방해 및 피로)

  • Cha, Bo-Kyoung;Park, Chang-Seung
    • Research in Community and Public Health Nursing
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    • v.22 no.2
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    • pp.162-172
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    • 2011
  • Purpose: This study was conducted to evaluate differences in pain, pain interference, and fatigue, according to the level of physical activity in the elderly with chronic pain. Methods: Data were collected between January and March 2011 from 116 elders with chronic pain living in community settings. The data were analyzed using the SPSS/WIN 17.0 program for descriptive statistics, $x^2$ test, t-test, ANOVA and ANCOVA. The reliability of the instruments was tested with Cronbach's ${\alpha}$ coefficient, which ranged from .91 to .93. Results: The results were as follows. The mean total physical activity was 2287.4 MET-min/week, and 41.4% of the investigated subjects were classified into the low physical activity group. After adjusting for age and sex, the moderate and high physical activity groups were significantly lower in pain (F=6.33, p=.002), pain interference (F=11.57, p<.001), and fatigue (F=3.16, p=.046) than the low physical activity group. Conclusion: Results from this study suggest that the level of physical activity can influence pain, pain interference and fatigue. Therefore, incorporating more physical activities into daily routines, inactive elderly individuals may improve their pain, pain interference and fatigue.

Locally Optimum Detection of Signals in first-order Markov Environment: 1. Test Statistics (일차 마르코프 잡음 환경에서의 국소 최적 검파: 1. 검정 통계량)

  • Lee, Ju-Mi;Park, Ju-Ho;Song, Iic-Ho;Kwon, Hyoung-Moon;Kim, Jong-Jik;Yoon, Seok-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10C
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    • pp.973-980
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    • 2006
  • In most of the studies on locally optimum detection assumes independent observations. The use of an independent observation model may cause a considerable performance degradation in detection applications of modern high data rate communication systems exhibiting dependence among interference components. In this paper, we address the detection of weak known signals in multiplicative and first order Markov additive noises. In Part 1, the test statistics of the locally optimum detectors are investigated in detail. In Part 2, the asymptotic and finite sample-size performance of several detectors are obtained and compared, confirming that the dependence among interference components need to be taken into account to maintain performance appropriately.

A Narrowband Interference Excision Algorithm in the Frequency Domain for GNSS Receivers

  • Shin, Mi-Young;Park, Chan-Sik;Lee, Ho-Keun;Lee, Dae-Yearl;Hwang, Dong-Hwan;Lee, Sang-Jeong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • v.2
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    • pp.359-364
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    • 2006
  • Interference can seriously degrade the performance of GPS receiver because GPS signal has extremely low power at earth surface. This paper presents a Narrowband Interference Excision Filter (NIEF) in frequency domain that removes narrowband interferences with small signal loss. A NIEF transforms the received GPS signals with interferences into the frequency domain with FFT and then compute statistics such as mean and standard deviation to determine an excision threshold. All spectrums exceeding the threshold are removed and the remaining spectrums are restored by IFFT. A NIEF effectively can remove various and strong interferences with a simple structure. However, the signal power loss is unavoidable during FFT and IFFT. Besides the hamming window and overlap technique, a threshold-whitening technique and an adaptive detection threshold are adopted to effectively reduce the signal power loss. The performance of implemented NIEF is evaluated using real signals obtained by 12 bit GPS signal acquisition board. The output of NIEF is fed into the Software Defined Receiver to evaluate the acquisition and tracking performance. Experimental results shows that many types of interference such as single-tone CWI, AM, FM, swept CWI and multi-tones CWI are effectively mitigated with small signal power loss.

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Adaptive Multiuser MIMO Transmission in Wireless Systems with Cooperating Cells (셀간 협력 통신 기반의 적응적 다중 사용자 다중 안테나 전송 기법)

  • Lee, Jin-Hee;Ko, Young-Chai
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.24 no.2
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    • pp.102-107
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    • 2011
  • In multicell wireless systems with insufficient frequency reuse, user transmission will suffer other-cell interference (OCI). Cell cooperation is an effective way to mitigate OCI and increase the system sum rate. An adaptive scheme for serving one user in each cell was proposed in [1]. In this paper, we generalize that scheme by serving two users in each cell with adaptive zeroforcing beamforming (ZF) strategies. Based on our derived statistics of the signal-to-noise plus interference ratios, we choose the scheme to maximize the total ergodic sum-rate based on user locations. Through the numerical examples, we show that the total system sum rate can be improved by selecting appropriate transmitting strategy adaptively. As a result, our proposed system can explore spatial multiplexing gain without additional power and thus improves total system sum rate significantly.

The Performance Analysis of a DS/CDMA Cellular System using an Adaptive Array Antenna in Shadowing (전파음영 환경에서 적응 어레이 안테나를 적용한 DS/CDMA 셀룰라 시스템의 성능 분석)

  • Kim, Hyoung-Chae;Kim, Hang-Rae;Kim, Nam
    • Proceedings of the IEEK Conference
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    • 2000.11a
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    • pp.149-152
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    • 2000
  • In this paper, the reverse link performance of an imperfect power controlled DS/CDMA cellular system that uses a base station array antenna which can effectively remove the multiple access interference is analyzed considering both beam forming algorithm and power control error in shadowing. The blocking probability of the DS/CDMA cellular system based on array parameters, Eb/No and statistics of interference is derived, and then the system capacity corresponding to a certain blocking probability is calculated. On the assumption that the blocking probability is set 1 %, the system capacity using MCGM algorithm with 12 antenna arrays is increased about 59 % than that using 8 antenna arrays when power control error is 2.5 ㏈.

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Performance Improvement of Asunchronous DS-CDMA Systems with a Multistage Interference Canceller in the Presence of Timing and Phase Errors (칩 동기 에러와 위상 에러가 존재하는 환경에서 다단 간섭제거기에 의한 비동기 DS-CDMA 시스템의 성능 개선)

  • 김봉철;강근정;오창헌;조성준
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.12 no.1
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    • pp.1-10
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    • 2001
  • In this paper, a multistage parallel interference canceller (MPIC) and a partial multistage parallel interference canceller (PMPIC) are employed as a technique for improving the performance of the asynchronous DS-CDMA systems. The degree of the effect of the timing errors and phase errors on the interference cancellation capability of two types of cancellers is theoretically analyzed and the computer simulation is performed to confirm the analytical results. From the results, the large performance improvement is obtained by employing MPIC and PMPIC with perfect synchronization over the conventional matched filter, and the performance improvement obtained by MPIC and PMPIC is very close to each other as the number of the stage of MPIC and PMPIC increases. When the timing errors and phase errors are considered (in the case of imperfect synchronization), the performance improvement reduces as the performance degradation at the first stage (no cancellation) has a bad effect on the decision statistics at each stage. However MPIC and PMPIC have the strong interference cancellation capability in spite of imperfect synchronization as the number of the stage increases. An interference canceller, which has the strong interference cancellation capability as well as lower complexity for the implementation, is needed for practical systems with timing errors and phase errors because the perfect synchronization is impossible. Therefore, the excellent tradeoff between complexity and performance offered by PMPIC makes it an attractive approach for practical systems.

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Small-cell Resource Partitioning Allocation for Machine-Type Communications in 5G HetNets (5G 이기종 네트워크 환경에서 머신타입통신을 위한 스몰셀 자원 분리 할당 방법)

  • Ilhak Ban;Se-Jin Kim
    • Journal of Internet Computing and Services
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    • v.24 no.5
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    • pp.1-7
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    • 2023
  • This paper proposes a small cell resource partitioning allocation method to solve interference to machine type communication devices (MTCD) and improve performance in 5G heterogeneous networks (HetNet) where macro base station (MBS) and many small cell base stations (SBS) are overlaid. In the 5G HetNet, since various types of MTCDs generate data traffic, the load on the MBS increases. Therefore, in order to reduce the MBS load, a cell range expansion (CRE) method is applied in which a bias value is added to the received signal strength from the SBS and MTCDs satisfying the condition is connected to the SBS. More MTCDs connecting to the SBS through the CRE will reduce the load on the MBS, but performance of MTCDs will degrade due to interference, so a method to solve this problem is needed. The proposed small cell resource partitioning allocation method allocates resources with less interference from the MBS to mitigate interference of MTCDs newly added in the SBS with CRE, and improve the overall MTCD performace using separating resources according to the performance of existing MTCDs in the SBS. Through simulation results, the proposed small cell resource partitioning allocation method shows performance improvement of 21% and 126% in MTCDs capacity connected to MBS and SBS respectively, compared to the existing resource allocation methods.

Time Delay Estimation using Third-order Statistics and Subband Adaptive Filtering (3차 통계기법과 서브밴드 적응 필터링을 이용한 시간 지연 추정)

  • 박현석;남상원
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.907-910
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    • 2001
  • In this paper, we address a new time delay estimation method using third-order statistics and subband adaptive filtering to improve the accuracy of target detection for acoustic backscattered signals in a noise interference environment. Each reference and primary signals are decorrelated using the multiresolution analysis framework through a M-band discrete wavelet transform(M-DWT). Then noise effect can be reduced. Here, time delays are estimated iteratively in each subband using two different adaptation mechanisms that minimize the mean squared error (MSE) between the references and primary signal. More specifically, third-order cumulants and projection cross-correlation(PCC) criterion are utilized to achieve an effective SNR improvement for the time delay estimation.

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Vowel Fundamental Frequency in Manner Differentiation of Korean Stops and Affricates

  • Jang, Tae-Yeoub
    • Speech Sciences
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    • v.7 no.1
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    • pp.217-232
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    • 2000
  • In this study, I investigate the role of post-consonantal fundamental frequency (F0) as a cue for automatic distinction of types of Korean stops and affricates. Rather than examining data obtained by restricting contexts to a minimum to prevent the interference of irrelevant factors, a relatively natural speaker independent speech corpus is analysed. Automatic and statistical approaches are adopted to annotate data, to minimise speaker variability, and to evaluate the results. In spite of possible loss of information during those automatic analyses, statistics obtained suggest that vowel F0 is a useful cue for distinguishing manners of articulation of Korean non-continuant obstruents having the same place of articulation, especially of lax and aspirated stops and affricates. On the basis of the statistics, automatic classification is attempted over the relevant consonants in a specific context where the micro-prosodic effects appear to be maximised. The results confirm the usefulness of this effect in application for Korean phone recognition.

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A Study on the Improvement of the JADE Algorithm (JADE알고리즘의 개선에 관한 연구)

  • Yoon H.R.;Lee J.S.;Jeon D.K.;Lee K.J.
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.52 no.5
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    • pp.305-310
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    • 2003
  • In this paper, we proposed an IJADE(Improved joint approximate diagonalisation of eigenmatrices) which use high order statistics instead of second order statistics for data whitening. For simulation, we artificially construct signals mixed with two ECG signals, 60Hz power line interference and 16Hz sine signal and then put them into a JADE and an IJADE. To evaluate the performance of separated ECG signal in each algorithm, we have adopted indices such as kurtosis, standard deviation ratio, correlation coefficient and euclidean distance. As a results, IJ ADE showed theimproved performances as kurtosis of $2\%,$ standard deviation ratio of 0.2194, and Euclidean distance of 0.07 except correlation coefficient showing similar value. In conclusion, the proposed IJADE showed a good performance in separating ECG and a possibilities in applying to the various biological signal.