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MFCM의 성능개선을 통한 블라인드 비선형 채널 등화 (Blind Nonlinear Channel Equalization by Performance Improvement on MFCM)

  • 박성대;우영운;한수환
    • 한국정보통신학회논문지
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    • 제11권11호
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    • pp.2158-2165
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    • 2007
  • 본 논문에서는 비선형 블라인드 채널등화기의 구현을 위하여 가우시안 가중치(gaussian weights)를 이용한 개선된 퍼지 클러스터(Modified Fuzzy C-Means with Gaussian Weights: MFCM_GW) 알고리즘을 제안한다. 제안된 알고리즘은 기존 FCM 알고리즘의 유클리디언 거리(Euclidean distance) 값 대신 Bayesian Likelihood 목적 함수(fitness function)와 가우시안 가중치가 적용된 멤버십 매트릭스(partition matrix)를 이용하여, 비선형 채널의 출력으로 수신된 데이터들로부터 최적의 채널 출력 상태 값(optimal channel output states)들을 직접 추정한다. 이렇게 추정된 채널 출력 상태 값들로 비선형 채널의 이상적 채널 상태(desired channel states) 백터들을 구성하고, 이를 Radial Basis Function(RBF) 등화기의 중심(center)으로 활용함으로써 송신된 데이터 심볼을 찾아낸다. 실험에서는 무작위 이진 신호에 가우시안 잡음이 추가된 데이터를 사용하여 기존의 Simplex Genetic Algorithm(GA), 하이브리드 형태의 GASA(GA merged with simulated annealing(SA)), 그리고 과거에 발표되었던 MFCM 등과 그 성능을 비교 분석하였으며, 가우시안 가중치가 적용된 MFCM_GW를 이용한 채널등화기가 상대적으로 정확도와 속도 면에서 우수함을 보였다.

Molding the East Asian Dragons: The Creation and Transformation of Various Ecological and Political Discourses

  • NGUYEN Ngoc Tho;PHAN Thi Thu Hien
    • 대순사상과 동아시아종교
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    • 제2권2호
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    • pp.73-99
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    • 2023
  • The dragon is a special imaginary figure created by the people of East Asia. Its archetypes appeared primarily as totemic symbols of different tribes and groups in the region. The formation of early dynasties probably generated the molding of the dragon symbol. Dragon symbols carried deep imprints of nature. They concealed alternative messages of how ancient people at different locations dealt with or interacted with nature. Under pressure to standardize in the medieval and late imperial periods, the popular dragon had to transform physically and ideologically. It became imposed, unified, and framed, conveying ideas of caste classification and power, and losing itsecological implications. The dragon transitioned from a semi-ecological domain into a total social caste system. However, many people considered the "standardized" dragon as the symbol of the oppressor. Because of continuous orthopraxy and calls for imperial reverence, especially under orthopractic agenda and the surveillance of local elites, the popularized dragon was imbued within local artworks or hidden under the sanctity of Buddhas or popular gods in order to survive. Through disguise, the popular dragon partially maintained its ecological narratives. When the imperial dynasties ended in East Asia (1910 in Korea, 1911 in China, 1945 in Vietnam), the dragon was dramatically decentralized. However, trends of re-standardization and re-centralization have emerged recently in China, as the country rises in the global arena. In this newly-emerging "re-orthopraxy", the dragon has been superimposed with a more externally political discourse ("soft power" in international relations) rather than the old-style standardization for internal centralization in the late imperial period. In the contemporary world, science and technology have advanced humanity's ability to improve the world; however, it seems that people have abused science and technology to control nature, consequently damaging the environment (pollution, global warming, etc.). The dragon symbol needs to be re-defined, "re-molded", re-evaluated and reinterpreted accordingly, especially under the newly-emerging lens-the New Confucian "anthropocosmic" view.

직교 주파수 분할 다중화 시스템의 최대전력 대 평균전력의 비 감소를 위한 비트 선택사상 기법 (A Bit SLM Scheme for Peak to Average Power Ratio Reduction in OPDM Systems)

  • 김규홍;노형석;허석중;노종선;신동준
    • 한국통신학회논문지
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    • 제33권6C호
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    • pp.444-449
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    • 2008
  • 선택사상기법(selected mapping; SLM)은 직교 주파수 분할 다중화(orthogonal frequency division multiplexing; OFDM) 시스템에서 최대전력 대 평균전력의 비 (peak to average power ratio; PAPR)를 감소시키는 잘 알려진 기법이다. 본 논문에서는 SLM 기법의 전송 후보 시퀀스를 발생시키는 새로운 방법을 제안한다. 기존의 SLM 기법은 M-ary 심볼의 위상을 회전시켜 전송 후보 시퀀스를 발생 시키지만, 제안된 방법은 원 신호의 이진 데이터에 m-시퀀스를 곱하여 전송 후보 시퀀스를 발생시킨다. 제안된 방법의 PAPR 감소 성능은 기존의 SLM에 비해 우수하였고, 모의실험 결과로부터 적은 수의 부 반송파를 사용하는 시스템에서 더 좋은 성능을 보이는 것을 확인하였다.

Optical Music Score Recognition System for Smart Mobile Devices

  • Han, SeJin;Lee, GueeSang
    • International Journal of Contents
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    • 제10권4호
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    • pp.63-68
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    • 2014
  • In this paper, we propose a smart system that can optically recognize a music score within a document and can play the music after recognition. Many historic handwritten documents have now been digitalized. Converting images of a music score within documents into digital files is particularly difficult and requires considerable resources because a music score consists of a 2D structure with both staff lines and symbols. The proposed system takes an input image using a mobile device equipped with a camera module, and the image is optimized via preprocessing. Binarization, music sheet correction, staff line recognition, vertical line detection, note recognition, and symbol recognition processing are then applied, and a music file is generated in an XML format. The Music XML file is recorded as digital information, and based on that file, we can modify the result, logically correct errors, and finally generate a MIDI file. Our system reduces misrecognition, and a wider range of music score can be recognized because we have implemented distortion correction and vertical line detection. We show that the proposed method is practical, and that is has potential for wide application through an experiment with a variety of music scores.

OFDM 전송방식 기반의 Direct-Conversion 수신기에서 I/Q 불균형 보상을 위한 새로운 방법 제안 (A Novel Compensation Scheme for I/Q Mismatch in an OFDM Direct-Conversion Architecture)

  • 배정화;박진우
    • 한국통신학회논문지
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    • 제31권12C호
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    • pp.1265-1272
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    • 2006
  • 본 논문에서는 OFDM을 기반으로 하는 직접변환(Direct-conversion) 수신기에서 발생하는 I/Q 불균형(mismatch)문제를 효과적으로 제거할 수 있는 새로운 보상기법을 제시한다. OFDM심볼에 0의 값을 갖는 null 부반송파를 삽입하여 전송한 후에, 수신단에서 FFT후의 null 부반송파로부터 I/Q 불균형 관한 파라미터 값을 추정하고, 이를 이용하여 데이터 심볼에서 I/Q 불균형 효과를 제거하는 방법으로, 효율적이며 낮은 복잡성(complexity)이 제안 방식의 수요 특징이다. 모의실험 결과로부터 소수의 null 부반송파로도 충분한 I/Q 불균형 효과를 제거하는 결과를 얻을 수 있었다. 또한 제안된 방식은 주파수 선택적 페이딩 채널에서도 I/Q 불균형이 잘 제거됨을 보였다.

Blind Channel Equalization Using Conditional Fuzzy C-Means

  • Han, Soo-Whan
    • 한국멀티미디어학회논문지
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    • 제14권8호
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    • pp.965-980
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    • 2011
  • In this paper, the use of conditional Fuzzy C-Means (CFCM) aimed at estimation of desired states of an unknown digital communication channel is investigated for blind channel equalization. In the proposed CFCM, a collection of clustered centers is treated as a set of pre-defined desired channel states, and used to extract channel output states. By considering the combinations of the extracted channel output states, all possible sets of desired channel states are constructed. The set of desired states characterized by the maximal value of the Bayesian fitness function is subsequently selected for the next fuzzy clustering epoch. This modification of CFCM makes it possible to search for the optimal desired channel states of an unknown channel. Finally, given the desired channel states, the Bayesian equalizer is implemented to reconstruct transmitted symbols. In a series of simulations, binary signals are generated at random with Gaussian noise, and both linear and nonlinear channels are evaluated. The experimental studies demonstrate that the performance (being expressed in terms of accuracy and speed) of the proposed CFCM is superior to the performance of the existing method exploiting the "conventional" Fuzzy C-Means (FCM).

A Coarse Frequency Offset Estimation Based on the Differential Correlation in DAB Systems

  • Kim, Han-Jong;Paik, Jong-Ho;Park, Cheol-Hee;You, Young-Hwan;Ju, Min-Chul;Jin-Woong
    • Journal of electromagnetic engineering and science
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    • 제1권1호
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    • pp.105-111
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    • 2001
  • This paper presents a new and robust technique for a coarse frequency offset estimation in OFDM systems. As an evaluation of the proposed algorithm, we apply it to Eureka 147 DAB system. The proposed coarse frequency offset estimation algorithm is based on the differential detection technique between adjacent subcarriers to eliminate the phase shift effects of symbol timing offset and fractional frequency offset. A coarse frequency offset is determined from the correlation output between a received interarrier differential phase reference symbol and several locally generated but frequency-shifted intercarrier differential phase reference symbols. The performance of our estimation algorithm is evaluated by means of computer simulation and is compared with those of previous proposed algorithms for DAB transmission modes I, II, III, and IV. Simulation results show that the proposed algorithm generates extremely accurate estimates with low complexity irrespective of the symbol timing offset.

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MIMO 채널에서 LLR 추정을 위한 저 계산량 알고리즘 (Low Computational Algorithm for Estimating LLR in MIMO Channel)

  • 박태두;김민혁;김철승;정지원
    • 한국정보통신학회논문지
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    • 제14권12호
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    • pp.2791-2797
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    • 2010
  • 차세대 무선통신에서는 다양한 서비스, 높은 신뢰도와 함께 빠른 전송속도를 요구한다. 이러한 요구를 만족시키기 위해서 MIMO 시스템과 LDPC 부호를 결합하는 방법에 대한 많은 연구가 이루어지고 있다. MIMO 시스템과 LDPC 부호의 결합시 LDPC 복호기에는 각 채널에서 수신되는 정보를 이용하여 연판정된 비트를 LDPC 복호기에 입력되어야 한다. 기존의 방식은 모든 수신된 신호를 이용하여 연판정된 비트를 분리하여 많은 계산량이 필요로 하는데, 본 논문에서는 후보 벡터를 이용하여 성능의 감소없이 연판정된 비트를 분리하여 최대 61%의 계산량을 감소하는 방식을 제시하였다.

이중 Viterbi 복호기를 가지는 반율 공간-주파수 부호화된 직교 주파수분할다중화 (A Half-Rate Space-Frequency Coded OFDM with Dual Viterbi Decoder)

  • 강석근
    • 정보처리학회논문지C
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    • 제13C권1호
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    • pp.75-82
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    • 2006
  • 본 논문에서는 이중 Viterbi 복호기를 가지는 공간-주파수 부호화된 직교 주파수분할다중화 방식을 제안하고 분석한다. 여기서는 이진 정보원 부호를 컨볼루션 부호화한 후 서로 독립적인 두 개의 반을 직교 주파수분할다중화 심볼이 생성된다. 수신기는 복조된 신호를 이중 Viterbi 복호기를 이용하여 독립적으로 복호하고, 이들의 경로 메트릭을 비교한다. 따라서 기존 시스템에서의 복구된 이진 데이터는 단순한 Viterbi 복호기의 출력으로 나타나는 반면 제안된 방식에서는 분절길이 내에서 큰 경로 메트릭을 가지는 부호열의 조합이 된다. 그 결과, 제안된 공간-주파수 부호화된 직교 주파수분할다중화 방식은 기존의 시스템에 비하여 모든 신호대 잡음비 영역에서 향상된 성능을 갖는다.

의미론적 제품 데이터 모델 기반 초기 선체 구조 CAD 시스템 개발 (On the Development of an initial Hull Structural CAD System based on the Semantic Product Data Model)

  • 이원준;이규열;노명일;권오환
    • 한국CDE학회논문집
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    • 제7권3호
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    • pp.157-169
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    • 2002
  • In the initial stages of ship design, designers represent geometry, arrangement, and dimension of hull structures with 2D geometric primitives such as points, lines, arcs, and drawing symbols. However, these design information(‘2D geometric primitives’) defined in the drawing sheet require more intelligent translation processes by the designers in the next design stages. Thus, the loss of design semantics could be occurred and following design processes could be delayed. In the initial design stages, it is not easy to adopt commercial 3D CAD systems, which have been developed f3r being used in detail and production design stages, because the 3D CAD systems require detailed input for geometry definition. In this study, a semantic product model data structure was proposed, and an initial structural CAD system was developed based on the proposed data structure. Contents(‘product model data and design knowledges’) of the proposed data structure are filled with minimal input of the designers, and then 3D solid model and production material information can be automatically generated as occasion demands. Finally, the applicability of the proposed semantic product model data structure and the developed initial structural CAD system was verified through application to deadweight 300,000ton VLCC(Very Large Crude oil Carrier) product modeling procedure.