• 제목/요약/키워드: Interference-Prediction

검색결과 148건 처리시간 0.025초

Narrow Band Interference Suppression In Multiuser CDMA System By Linear Prediction In Subband

  • Yoon-Gi Yang
    • 인터넷정보학회논문지
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    • 제2권3호
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    • pp.27-36
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    • 2001
  • Recently much attention has been paid for interference mitigation technique for the COMA system, since more capacity is available with same bandwidth. In this paper, we introduces a novel adaptive interference suppression techniques for the CDMA system with narrow band interference. The proposed interference rejection scheme employs the adaptive linear prediction techniques in the subband. In each subband, we can more easily find and cancel the narrow band signal as compared to the full band. Thus, the proposed interference rejection can be classified as another time-frequency techniques for the narrow band interference rejection(10). Computer simulation is conducted for the 3-G COMA system with IF band sampling techniques, yielding better interference rejection and bit error rate performance as compared to conventional one. Also, optimum filter is analyzed and from the analysis, it can be shown the subband prediction techniques can suppress narrow band interference more efficiently.

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광대역 무선 패킷 통신망에서의 IMM 알고리듬을 이용한 간섭예측 및 전력제어 (IMM-Based Interference Prediction and Power Control for Broadband Wireless Packet Networks)

  • 정영헌;홍순목
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 통신소사이어티 추계학술대회논문집
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    • pp.251-254
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    • 2003
  • In this paper, we develop an effective method for estimating and predicting interference power strength using the IMM(Interacting Multiple Model) algorithm. Based on the proposed interference prediction algorithm, we adjust transmission power of mobile terminals to maintain a certain level of target signal - to - interference- plus -noise- ratio ( SINR ) at the base station. Results of numerical experiments are presented to show a performance profile of the proposed algorithm.

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복합곡면 가공시 공구간섭의 탐지와 공구경로 수정에 관한 연구 (A Study on the Tool Interference Detection and Tool Path Correction in Compound Surface Machining)

  • 조명우
    • 한국생산제조학회지
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    • 제8권6호
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    • pp.105-112
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    • 1999
  • In this paper we deal with tool interference problem in the case of compound surface machining. A new tool interference detection and correction method based on the envelope of the tool path is suggested to identify and correct the tool interference - not only within the local path of tool movement, but also outside of the tool path. Therefore, the developed strategy can be used to check the possible interference in any region of the surface. In order to analyze quantitatively the milled surface error produced by the tool interference, improved surface prediction model is also suggested in cutting process by general cutters. The effectiveness of the proposed method is demonstrated through simulation study.

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KNN 알고리즘을 활용한 초음파 센서 간 간섭 제거 기법 (Interference Elimination Method of Ultrasonic Sensors Using K-Nearest Neighbor Algorithm)

  • 임형철;이성수
    • 전기전자학회논문지
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    • 제26권2호
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    • pp.169-175
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    • 2022
  • 본 논문에서는 k-최근접 이웃 (KNN) 알고리즘을 이용하여 초음파 센서 간 간섭을 줄이고 정확한 거리값을 예측하는 기법을 제안한다. 기존 기법에서는 이전 측정값과 현재 측정값을 비교하여 그 차이가 한계값을 벗어나면 간섭 신호로 인식하고 배제하지만 부정확한 예측이 자주 발생한다. KNN 알고리즘은 다수의 초음파 센서에서 입력되는 측정값을 분류하여 정확도 높은 예측이 가능하다. 간섭이 잘 발생하는 환경을 만들기 위해 다수의 동종 초음파 센서로 간섭 신호를 발생시킨 상태에서 거리 측정 실험을 진행하였고, 간섭으로 인해 발생하는 오류를 KNN 알고리즘을 통해 크게 줄일 수 있음을 확인하였다. 또한 기존 보팅 기법과 제안하는 기법의 결과를 비교하여 제안하는 기법의 성능이 우수한 것을 확인하였다.

Common Model EMI Prediction in Motor Drive System for Electric Vehicle Application

  • Yang, Yong-Ming;Peng, He-Meng;Wang, Quan-Di
    • Journal of Electrical Engineering and Technology
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    • 제10권1호
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    • pp.205-215
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    • 2015
  • Common mode (CM) conducted interference are predicted and compared with experiments in a motor drive system of Electric vehicles in this study. The prediction model considers each part as an equivalent circuit model which is represented by lumped parameters and proposes the parameter extraction method. For the modeling of the inverter, a concentrated and equivalent method is used to process synthetically the CM interference source and the stray capacitance. For the parameter extraction in the power line model, a computation method that combines analytical method and finite element method is used. The modeling of the motor is based on measured date of the impedance and vector fitting technique. It is shown that the parasitic currents and interference voltage in the system can be simulated in the different parts of the prediction model in the conducted frequency range (150 kHz-30 MHz). Experiments have successfully confirmed that the approach is effective.

Channel Prediction-Based Channel Allocation Scheme for Multichannel Cognitive Radio Networks

  • Lee, Juhyeon;Park, Hyung-Kun
    • Journal of Communications and Networks
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    • 제16권2호
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    • pp.209-216
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    • 2014
  • Cognitive radio (CR) has been proposed to solve the spectrum utilization problem by dynamically exploiting the unused spectrum. In CR networks, a spectrum selection scheme is an important process to efficiently exploit the spectrum holes, and an efficient channel allocation scheme must be designed to minimize interference to the primary network as well as to achieve better spectrum utilization. In this paper, we propose a multichannel selection algorithm that uses spectrum hole prediction to limit the interference to the primary network and to exploit channel characteristics in order to enhance channel utilization. The proposed scheme considers both the interference length and the channel capacity to limit the interference to primary users and to enhance system performance. By using the proposed scheme, channel utilization is improved whereas the system limits the collision rate of the CR packets.

공구간섭과 절삭성을 고려한 자유 곡면의 4, 5축 NC 가공을 위한 공구 경로 산출 (Interference-Free Tool Path with High Machinability for 4- and 5-Axes NC Machining of Free-Formed Surfaces)

  • 강재관
    • 한국정밀공학회지
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    • 제15권2호
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    • pp.146-153
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    • 1998
  • NC machines with 4 or 5 axes are capable of various tool approach motions, which makes interference-free and high machinablity machining possible. This paper deals with how to integrate these two advantages (interference-free and high machinability machining) in multi-axes NC machining with a ball-end mill. Feasible tool approach region at a point on a surface is first computed, then among which an approach direction is determined so as to minimize the cutting force required. Tool and spindle volumes are considered in computing the feasible tool approach region, and the computing time is improved by trans-forming surface patches into minimal enclosing spheres. A cutting force prediction model is used for estimating the cutting force. The algorithm is developed so as to be applied to 4- or 5-axes NC machining in common.

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간섭을 고려한 무선 LAN 주파수 소요량 예측 (Spectrum Requirements Prediction for WLAN Considering Frequency Interference)

  • 장병준;박덕규;윤현구
    • 한국전자파학회논문지
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    • 제23권8호
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    • pp.900-908
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    • 2012
  • 최근 스마트폰의 등장에 따른 무선 트래픽 증가에 효율적으로 대처하기 위해서는 능동적인 주파수 정책이 필요하다. 이에 이동통신 주파수 소요량 예측과 함께 미래에 요구되는 무선 LAN 주파수 소요량을 예측할 필요가 있다. 미래에 요구되는 무선 LAN의 주파수 소요량은 미래의 무선 LAN 트래픽을 예측하고, 이를 무선 LAN의 시스템 효율로 나눔으로써 계산된다. 본 논문에서는 기존에 전통적인 무선 LAN 트래픽 예측법과 함께 이동통신으로부터 offloading하는 스마트폰 트래픽을 고려한 새로운 무선 LAN 트래픽 예측법을 제안하였다. 또한, AP의 증가에 따른 주파수 간섭 효과를 통계적으로 모델링하여 무선 LAN의 시스템 효율 계산 시 적용함으로써 실제 환경에 근접한 무선 LAN 주파수 소요량을 예측할 수 있도록 하였다. 예측된 주파수 소요량을 바탕으로 미래의 무선 LAN 활성화에 대비하여 AP간 간섭을 최소화할 수 있는 정책 방향을 제안하였다.

DS 스펙트럼 확산 시스템의 협대역 간섭 제거에 관한 연구 (A Study on the Narrow-band Interference Rejection in DS Spread-spectrum Systems)

  • 라상동
    • 한국통신학회논문지
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    • 제18권12호
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    • pp.1994-2000
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    • 1993
  • 이 논문에서는 DS 스펙트럼 확산방식에서 협대역 간섭신호를 추정하고 제거하여 DS자체가 가지는 간섭억압능력의 성능을 개선할 수 있도록 새로운 필터구조를 제안하였고 제안한 필터구조가 가지는 간섭제거성능을 거친 신호를 사용하여 만들어지므로 수신신소에서 때주어 필터에 가한 경우 간섭제거 필터에 의해 얻고자하는 신호의 왜곡을 줄일 수 있다. 그리고 필터의 계수를 보정하는 과정에 사용되는 오차신호에는 아직 덜 제거되고 남은 간섭신호의 상관성이 존재할 수 있으므로 이 오차신호에 선형예측기를 적용하여 간섭신호의 상관량이 제거된 오차신호를 탭계수 보정에 사용하므로써 적응필터의 성능을 향상시킬 수 있다. 시뮬레이션 과정에서는 처리이득(췹수)을 7과 15 두가지 경우로 하고 간섭제거 필터의 탭계수의 수는 16, 전송대역의 5%를 간섭대역으로 하고 신호대 간섭비를 -10dB로 하여 시행한 결과, 간섭억압능력과 BER성능면에서 약 1~3dB의 SNR 향상을 얻을 수 있다.

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A Novel Prediction-based Spectrum Allocation Mechanism for Mobile Cognitive Radio Networks

  • Wang, Yao;Zhang, Zhongzhao;Yu, Qiyue;Chen, Jiamei
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제7권9호
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    • pp.2101-2119
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    • 2013
  • The spectrum allocation is an attractive issue for mobile cognitive radio (CR) network. However, the time-varying characteristic of the spectrum allocation is not fully investigated. Thus, this paper originally deduces the probabilities of spectrum availability and interference constrain in theory under the mobile environment. Then, we propose a prediction mechanism of the time-varying available spectrum lists and the dynamic interference topologies. By considering the node mobility and primary users' (PUs') activity, the mechanism is capable of overcoming the static shortcomings of traditional model. Based on the mechanism, two prediction-based spectrum allocation algorithms, prediction greedy algorithm (PGA) and prediction fairness algorithm (PFA), are presented to enhance the spectrum utilization and improve the fairness. Moreover, new utility functions are redefined to measure the effectiveness of different schemes in the mobile CR network. Simulation results show that PGA gets more average effective spectrums than the traditional schemes, when the mean idle time of PUs is high. And PFA could achieve good system fairness performance, especially when the speeds of cognitive nodes are high.