• 제목/요약/키워드: error correction algorithm

검색결과 470건 처리시간 0.022초

Evaluation of Recursive PIV Algorithm with Correlation Based Correction Method Using Various Flow Images

  • Daichin;Lee, Sang-Joon
    • Journal of Mechanical Science and Technology
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    • 제17권3호
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    • pp.409-421
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    • 2003
  • The hierarchical recursive local-correlation PIV algorithm with CBC (correlation based correction) method was employed to increase the spatial resolution of PIV results and to reduce error vectors. The performance of this new PIV algorithm was tested using synthetic images, PIV standard images of Visualization Society of Japan, real flows including ventilation flow inside a vehicle passenger compartment and wake behind a circular cylinder with riblet surface. As a result, most spurious vectors were suppressed by employing the CBC method, the hierarchical recursive correlation algorithm improved the sub-pixel accuracy of PIV results by decreasing the interrogation window size and Increased spatial resolution significantly. However, with recursively decreasing of interrogation window size, the SNR (signal-to-noise ratio) in the correlation plane was decreased and number of spurious vectors was increased. Therefore, compromised determination of optimal interrogation window size is required for given flow images, the performance of recursive algorithm is also discussed from a viewpoint of recovery ratio and error ratio in the paper.

서버 시스템 내의 오류 정정 코드 분석에 관한 연구 (A Study on Analysis of Error Correction Code in Server System)

  • 이창화
    • 한국군사과학기술학회지
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    • 제8권3호
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    • pp.42-50
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    • 2005
  • In this paper, a novel method is proposed how the ECC(Error Correction Code) in server system can be investigated and the robustness of each system against noisy environment and element failure in memory module has been verified. Chipset manufacturers have hided the algorithm of their Hamming code and the user has difficulty in verification of the robustness of each system. The proposed method is very simple, but the outputs of the experiment explain the core ability of error correction in server system and helps the detection of the failure element. On the basis of these results, we could expect the robustness of digitalized weapon system and the efficient design of our own error correction code.

A Localization Algorithm for Underwater Wireless Sensor Networks Based on Ranging Correction and Inertial Coordination

  • Guo, Ying;Kang, Xiaoyue;Han, Qinghe;Wang, Jingjing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권10호
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    • pp.4971-4987
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    • 2019
  • Node localization is the basic task of underwater wireless sensor networks (UWSNs). Most of the existing underwater localization methods rely on ranging accuracy. Due to the special environment conditions in the ocean, beacon nodes are difficult to deploy accurately. The narrow bandwidth and high delay of the underwater acoustic communication channel lead to large errors. In order to reduce the ranging error and improve the positioning accuracy, we propose a localization algorithm based on ranging correction and inertial coordination. The algorithm can be divided into two parts, Range Correction based Localization algorithm (RCL) and Inertial Coordination based Localization algorithm (ICL). RCL uses the geometric relationship between the node positions to correct the ranging error and obtain the exact node position. However, when the unknown node deviates from the deployment area with the movement of the water flow, it cannot communicate with enough beacon nodes in a certain period of time. In this case, the node uses ICL algorithm to combine position data with motion information of neighbor nodes to update its position. The simulation results show that the proposed algorithm greatly improves the positioning accuracy of unknown nodes compared with the existing localization methods.

위치패턴 기반 하이브리드 실내 측위를 위한 위치 인식 오류 보정 알고리즘 (Error Correction Algorithm of Position-Coded Pattern for Hybrid Indoor Localization)

  • 김상훈;이승걸;김유성;박재현
    • 제어로봇시스템학회논문지
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    • 제19권2호
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    • pp.119-124
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    • 2013
  • Recent increasing demand on the indoor localization requires more advanced and hybrid technology. This paper proposes an application of the hybrid indoor localization method based on a position-coded pattern that can be used with other existing indoor localization techniques such as vision, beacon, or landmark technique. To reduce the pattern-recognition error rate, the error detection and correction algorithm was applied based on Hamming code. The indoor localization experiments based on the proposed algorithm were performed by using a QCIF-grade CMOS sensor and a position-coded pattern with an area of $1.7{\times}1.7mm^2$. The experiments have shown that the position recognition error ratio was less than 0.9 % with 0.4 mm localization accuracy. The results suggest that the proposed method could be feasibly applied for the localization of the indoor mobile service robots.

모니터 기반 Augmented Reality 시스템에서 카메라 오차의 효율적인 보정 방법 (The Effective Error Correction Method of a Camera in Monitor-based Augmented Reality Systems)

  • 김주완;김해동;장병태;김동현
    • 한국컴퓨터그래픽스학회논문지
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    • 제3권2호
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    • pp.35-43
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    • 1997
  • 모니터 기반의 AR(Augmented Reality) 시스템에서 카메라를 이용하여 얻은 실사와 가상 객체를 정확하게 중첩하기 위해서는 카메라의 정확한 위치와 방향을 파악하는 것이 필요하다. 그러나, 트래커는 카메라와는 별도의 장비로 설치되므로, 트래커와 카메라간의 불일치에 의하여 오차가 발생된다. 본 논문에서는 카메라의 위치 및 방향을 유전자 알고리즘을 이용하여 검출한 다음, 카메라와 트래커간의 보정행렬을 구하여 실제 운용시 트래커에서 얻어진 값을 보정하여 실사와 가상 이미지를 중첩하는 방법을 제안한다. 제안된 방법은 복잡한 AR 시스템에서 카메라와 트래커간의 오차를 제거하는데 효율적이다.

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에러 예측회로를 이용한 Burst error 보정 비터비 디코더 설계 (Design of a Viterbi Decoder with an Error Prediction Circuit for the Burst Error Compensation)

  • 윤태일;박상열;이제훈;조경록
    • 대한전자공학회논문지TC
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    • 제41권10호
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    • pp.45-52
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    • 2004
  • 본 논문에서는 에러 예측회로를 사용하여 연집에러 입력시 성능저하를 보완한 경판정 비터비 디코더를 제안하였다. 비터비 디코더는 최대유사복호 알고리즘을 사용하므로 랜덤에러 입력시 정정능력이 뛰어나다. 반면에 연집에러 입력시 에러 정정능력이 매우 떨어지는 단점이 있다. 제안하는 에러 예측회로는 비터비 디코더의 연집에러에 대한 에러 정정특성을 향상시키는 기능으로 비터비 디코더에 에러가 입력됨에 따라 path metric값이 증가하는 것을 이용한다. Path metric의 최대값 증가량을 이용하여 연집에러 구간을 예측, 연집에러 구간에 대한 확률 값을 줄여준다. 제안된 알고리즘을 OFDM방식의 IEEE802.11a WLAN에 적용한 비터비 디코더는 AWGN채널에서는 기존의 비터비 디코더와 동일한 성능을 유지하며, 무선 채널 환경인 다중경로 페이딩 채널에서 발생할 수 있는 연집에러에 대하여 15% 개선된 성능을 보였다.

가변 시간 K차 뉴톤-랍손 부동소수점 나눗셈 (A Variable Latency K'th Order Newton-Raphson's Floating Point Number Divider)

  • 조경연
    • 대한임베디드공학회논문지
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    • 제9권5호
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    • pp.285-292
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    • 2014
  • The commonly used Newton-Raphson's floating-point number divider algorithm performs two multiplications in one iteration. In this paper, a tentative K'th Newton-Raphson's floating-point number divider algorithm which performs K times multiplications in one iteration is proposed. Since the number of multiplications performed by the proposed algorithm is dependent on the input values, the average number of multiplications per an operation in single precision and double precision divider is derived from many reciprocal tables with varying sizes. In addition, an error correction algorithm, which consists of one multiplication and a decision, to get exact result in divider is proposed. Since the proposed algorithm only performs the multiplications until the error gets smaller than a given value, it can be used to improve the performance of a floating point number divider unit. Also, it can be used to construct optimized approximate reciprocal tables.

Residual Synchronization Error Elimination in OFDM Baseband Receivers

  • Hu, Xingbo;Huang, Yumei;Hong, Zhiliang
    • ETRI Journal
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    • 제29권5호
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    • pp.596-606
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    • 2007
  • It is well known that an OFDM receiver is vulnerable to synchronization errors. Despite fine estimations used in the initial acquisition, there are still residual synchronization errors. Though these errors are very small, they severely degrade the bit error rate (BER) performance. In this paper, we propose a residual error elimination scheme for the digital OFDM baseband receiver aiming to improve the overall BER performance. Three improvements on existing schemes are made: a pilot-aided recursive algorithm for joint estimation of the residual carrier frequency and sampling time offsets; a delay-based timing error correction technique, which smoothly adjusts the incoming data stream without resampling disturbance; and a decision-directed channel gain update algorithm based on recursive least-squares criterion, which offers faster convergence and smaller error than the least-mean-squares algorithms. Simulation results show that the proposed scheme works well in the multipath channel, and its performance is close to that of an OFDM system with perfect synchronization parameters.

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특이값 분해를 이용한 치수측정 기반 디지털 트윈 알고리즘 경량화 (Lightweight Algorithm for Digital Twin based on Diameter Measurement using Singular-Value-Decomposition)

  • 이승민;박대진
    • 대한임베디드공학회논문지
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    • 제18권3호
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    • pp.117-124
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    • 2023
  • In the machine vision inspection equipment, diameter measurement is important process in inspection of cylindrical object. However, machine vision inspection equipment requires complex algorithm processing such as camera distortion correction and perspective distortion correction, and the increase in processing time and cost required for precise diameter measurement. In this paper, we proposed the algorithm for diameter measurement of cylindrical object using the laser displacement sensor. In order to fit circle for given four input outer points, grid search algorithms using root-mean-square error and mean-absolute error are applied and compared. To solve the limitations of the grid search algorithm, we finally apply the singular-value-decomposition based circle fitting algorithm. In order to compare the performance of the algorithms, we generated the pseudo data of the outer points of the cylindrical object and applied each algorithm. As a result of the experiment, the grid search using root-mean-square error confirmed stable measurement results, but it was confirmed that real-time processing was difficult as the execution time was 10.8059 second. The execution time of mean-absolute error algorithm was greatly improved as 0.3639 second, but there was no weight according to the distance, so the result of algorithm is abnormal. On the other hand, the singular-value-decomposition method was not affected by the grid and could not only obtain precise detection results, but also confirmed a very good execution time of 0.6 millisecond.

도어 장착을 위한 산업용 로보트의 위치 보정 시스템 개발 (Development of a Position Correction System of Industrial Robot for Door Chassis Assembly Task)

  • 변성동;김미경;강희준;김상명
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1995년도 춘계학술대회 논문집
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    • pp.504-509
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    • 1995
  • In this paper, we developed a position correction system of industrial robot for door-chassis assembly task. With the aid of a dedicated vision system, industrial robot accomplished visually acceptable door-chassis's assembly task. The alogorithm of the position detection of notch and 2 dimesional position correction algorithm are noteworthy. The obtained algorithms were satisfatorily implemented for a real door-chassis model.

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