• Title/Summary/Keyword: cross correlation

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Cross-Correlated Quadrature Amplitude Modulation for Non-Orthogonal Multiple Access in 5G Systems

  • Chung, Kyuhyuk
    • International Journal of Advanced Culture Technology
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    • v.9 no.3
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    • pp.283-290
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    • 2021
  • Recently, correlated superposition coding (CSC) has been proposed to implement non-orthogonal multiple access (NOMA) without successive interference cancellation (SIC), without loss of spectral efficiency, in contrast to conventional independent superposition coding (ISC). However, correlation between signals has reduced the average total allocated power, which results in degraded performance. Thus, in order to avoid the reduction of the average total allocated power owing to correlation between signals, this paper proposes a cross-correlated quadrature amplitude modulation (QAM) NOMA scheme under Rayleigh fading channel surroundings. First, we design the cross-correlated QAM NOMA scheme. Then, simulations demonstrate that for the weaker channel gain's user, the symbol error rate (SER) performance of the proposed cross-correlated QAM NOMA improves largely, whereas for the stronger channel gain's user, the SER performance of the proposed cross-correlated QAM CSM NOMA degrades little, compared to that of the conventional QAM NOMA.

A Study on Signal-to-Noise Ratio of Delta Modulation for a First-Order Gauss-Markov Signal (First-Order Gauss-Markov 신호에 대한 Delta 변조방식의 신호대 잡음비에 관한 연구)

  • Moon, Sang-Jae;Son, Hyun
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.17 no.3
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    • pp.52-56
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    • 1980
  • The Signal -to- Noise Ratio of delta modulation for a fi rEt -order Gauss -Markov signal is derived and an approximate expreession of SND is discussed, in the case that only granular noise arises. Cross covariance of input and error signals are negligible when the adjacent correlation of input signal is larger than the difference between the adjacent correlation and the prediction coefficient of local decoder. The approximately derived SNR is available for any value of adjacent correlation.

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Leak Detection of Waterworks Pipeline Using Acoustic Emission and Correlation Method (음향방출 및 상관법을 이용한 상수도배관 누수탐지 연구)

  • Yoon, Dong-Jin;Jeong, Jung-Chae;Lee, Young-Sup
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.84-89
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    • 2003
  • Water leak is one of topics with great concern in Korea and many other countries, because of decreasing water supplies and the deterioration of old pipeworks. Correlation techniques have been widely used in leak detection of water pipes, which allow to locate a leak point based on the correlation of leak noise at two sites along water pipes. In this study, both the cross-correlation method and the conventional arrival time difference method are applied in order to analyze and to locate a leak point of a water pipe. In experiment, a 150 m of whole length waterwork pipeline system was constructed in a ground, and several types of leak noise were installed on the pipeline in order to control leak condition. Both the cross-correlation technique and the arrival time difference method showed favorable results at leak detection with the experimental pipeline system.

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Relationship between Hydrologic Flux of Total Organic Carbon and Gross Primary Production (총 유기탄소의 수문학적 플럭스와 총 일차생산량 사이의 관계분석)

  • Park, Yoonkyung;Cho, Seonju;Choi, Daegyu;Kim, Sangdan
    • Journal of Wetlands Research
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    • v.14 no.4
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    • pp.503-518
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    • 2012
  • Models estimating carbon budget at land surface are mainly interested in vertical flux of carbon. On the other hand, studies on horizontal flux are obviously lacked to confirm that relationship between the hydrological flux of organic carbon discharged from catchment and terrestrial carbon production, a relation between Total Organic Carbon(TOC) and Gross Primary Production(GPP) tried analysis through cross correlation. The best correlation structure is correlation between GPP and TOC of flow-weighted mean concentration from watershed without delay. Furthermore, cross correlation analysis was performed by consider periodicity. The correlation between TOC and GPP in summer was similar to correlation without periodicity. Therefore, correlation between GPP and TOC was most regulated by the correlation between GPP and TOC at summer. As a result, the vegetation carbon and organic carbon from watershed is recognized a close relationship on the seasonal. Therefore, future research is correlation analyzing between vegetation variables according season, GPP and TOC, we are expected to use quantitative understanding that horizontal flux flow of carbon from the surface.

Stochastic Model of the Bearing Estimator Using Cross-Correlation Method (상호상관관계를 이용한 방위탐지기의 확률적 모델)

  • 박상배;류존하;이균경
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.31B no.1
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    • pp.23-33
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    • 1994
  • In this paper, we propose a probabilistic model appropriate for the bearing estimator which uses cross-correlation method following a close investigation on real underwater acoustic bearing data. The well-known JPDA(Joint Probabilistic Data Association) filter is tuned to the underwater acoustic bearing estimation based on the result that the reliability of the bearing measurement is related to the amplitude of the cross-correlation peak. The proposed probabilistic model is shown to be adequate by presenting the results of the improved tracking performance of the modified filter for various real bearing data as well as artificially generated ones.

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Fault Detection and Localization using Wavelet Transform and Cross-correlation of Audio Signal (소음 신호의 웨이블렛 변환 및 상호상관 함수를 이용한 고장 검출 및 위치 판별)

  • Ji, Hyo Geun;Kim, Jung Hyun
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.4
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    • pp.327-334
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    • 2014
  • This paper presents a method of fault detection and fault localization from acoustic noise measurements. In order to detect the presence of noise sources wavelet transform is applied to acoustic signal. In addition, a cross correlation based method is proposed to calculate the exact location of the noise allowing the user to quickly diagnose and resolve the source of the noise. The fault detection system is implemented using two microphones and a computer system. Experimental results show that the system can detect faults due to artifacts accidentally inserted during the manufacturing process and estimate the location of the fault with approximately 1 cm precision.

New decimations with 5-level cross-correlation and large linear span (5값 상호상관함숫값과 높은 선형스팬을 갖는 새로운 데시메이션들)

  • Kim, Jin-Gyoung;Cho, Song-Jin;Kim, Han-Doo;Choi, Un-Sook
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.2
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    • pp.263-269
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    • 2013
  • In this paper we give a proof for finding the values of the cross-correlation function $C_d({\tau})$, when $d=3{\cdot}2^m-2$ where n=2m, m=4k ($k{\geq}2$). And the linear span of the sequences in the proposed sequence family are derived in the some cases.

A Fault Location Algorithm for a Transmission Line Using Travelling Waves (진행파를 이용한 송전선로의 고장점 표정 알고리즘)

  • Kang Sang-Hee;Kim Jin-Han
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.53 no.10
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    • pp.542-549
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    • 2004
  • The conventional fault location algorithms based on the travelling waves have an inherent problem. In cases of the close-up faults occurring near the relaying point and of the faults having zero degree inception angle of voltage signals, the conventional algorithms can not estimate an accurate fault distance. It is because the shapes of travelling waves are near sinusoidal in those cases. A new method solving this problem is presented in this paper. An FIR(Finite Impulse response) filter which makes high frequency components prominent and makes the power frequency component and dc-offset attenuated is used. With this method, the cross-correlation peak is to be very clear when a close-up fault or a fault having near zero-degree inception angle occurs. The cross-correlation peaks can be clearly distinguished and accurate fault location is practically possible consequently. A series of simulation studies using EMTP(Electromagnetic Transients Program) show that the proposed algorithm can calculate an accurate fault distance having maximum 2% or less error.

Development of High-resolution 3-D PIV Algorithm by Cross-correlation (고해상도 3차원 상호상관 PIV 알고리듬 개발)

  • Kim, Mi-Young;Choi, Jang-Woon;Lee, Hyun;Lee, Young-Ho
    • Proceedings of the KSME Conference
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    • 2001.11b
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    • pp.410-416
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    • 2001
  • An algorithm of 3-D particle image velocimetry(3D-PIV) was developed for the measurement of 3-D velocity field of complex flows. The measurement system consists of two or three CCD camera and one RGB image grabber. In this study, stereo photogrammetty was applied for the 3-D matching of tracer particles. Epipolar line was used to decect the stereo pair. 3-D CFD data was used to estimate algorithm. 3-D position data of the first frame and the second frame was used to find velocity vector. Continuity equation was applied to extract error vector. The algorithm result involved error vecotor of about 0.13 %. In Pentium III 450MHz processor, the calculation time of cross-correlation for 1500 particles needed about 1 minute.

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A Study of High Resolution TDE using MCC (MCC를 이용한 TDE 분해능 향상에 관한 연구)

  • Song Do-Hoon;Cha Kyung-Hwan;Lee Chai-Bong;Kim Chun-Duck
    • Proceedings of the Acoustical Society of Korea Conference
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    • spring
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    • pp.113-116
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    • 1999
  • 신호 대 잡음비가 낮은 환경에서 센서 어레이에 입사된 입력 신호 사이의 지연시간 추정(Time Delay Estimation, 이하 TDE)은 높은 분해능이 요구된다. 본 연구에서는 높은 분해능의 TDE를 구하기 위해 상호상관함수(Cross-Correlation)에 평균 차 함수(Average Magnitude Difference function, AMDF)의 역수를 가중한 MCC (Modified Cross-Correlation)알고리즘을 제안한다. 모의신호를 사용한 수치 시뮬레이션 실험으로 종래의 AMDF, Cross-Correlation 알고리즘과 본 연구에서 제안한 MCC 알고리즘의 분해능을 비교 분석하였다 각 알고리즘의 TDE 결과에 대해 STFT(Short Time fourier Transform)에 의한 시간 주파수 해석을 한 결과 MCC알고리즘을 사용하여 TDE 분해능이 향상되었음을 보고한다.

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