• 제목/요약/키워드: Efficient source localization

검색결과 18건 처리시간 0.028초

휴머노이드 로봇을 위한 원거리 음성 인터페이스 기술 연구 (Distant-talking of Speech Interface for Humanoid Robots)

  • 이협우;육동석
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2007년도 한국음성과학회 공동학술대회 발표논문집
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    • pp.39-40
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    • 2007
  • For efficient interaction between human and robots, speech interface is a core problem especially in noisy and reverberant conditions. This paper analyzes main issues of spoken language interface for humanoid robots, such as sound source localization, voice activity detection, and speaker recognition.

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이동하는 소음원 위치 추정을 위한 다양한 빔형성 기법 적용 (Localization of Moving Sound Source Using Various Beamforming Methods)

  • 고영주;이재형;최종수;하재현
    • 한국소음진동공학회논문집
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    • 제26권5호
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    • pp.501-510
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    • 2016
  • Capabilities of several beamforming techniques are compared for estimating the position of a moving source. Beamforming has enabled to widen our perspective of aeroacoustics in wind tunnel experiments and has provided useful approach in array measurements. Meanwhile beamforming techniques have been developed in a way to improve estimation accuracy and to save ing effort at the same time. In order to achieve reasonable outcome from aeroacoustic measurement, it is important to identify the spectral characteristics of source and to select an appropriate beamformer. Though aeroacoustic sources normally generates broadband noises, many array signal processing have been focused on narrowband processing which makes calculation numerically efficient. However, calculation in frequency-domain requires selection of single frequency of interest which affects spatial resolution and sidelobe level as a consequence. To be able to localize broadband noise source, it is proposed to use broadband beamforming. The formulas implements the deletion of diagonal term from cross spectral matrix. In this study, trajectory of flying source emitting broadband noise was simulated and several beamformers are applied.

Efficient distributed estimation based on non-regular quantized data

  • Kim, Yoon Hak
    • 전기전자학회논문지
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    • 제23권2호
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    • pp.710-715
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    • 2019
  • We consider parameter estimation in distributed systems in which measurements at local nodes are quantized in a non-regular manner, where multiple codewords are mapped into a single local measurement. For the system with non-regular quantization, to ensure a perfect independent encoding at local nodes, a local measurement can be encoded into a set of a great number of codewords which are transmitted to a fusion node where estimation is conducted with enormous computational cost due to the large cardinality of the sets. In this paper, we propose an efficient estimation technique that can handle the non-regular quantized data by efficiently finding the feasible combination of codewords without searching all of the possible combinations. We conduct experiments to show that the proposed estimation performs well with respect to previous novel techniques with a reasonable complexity.

닫힌 공간에서의 광역배관 누출 감시를 위한 배열센서를 이용한 누설 위치 검출 (Leakage Localization with an Acoustic Array that Covers a Wide Area for Pipeline Leakage Monitoring in a Closed Space)

  • 박춘수;전종훈;박진호
    • 비파괴검사학회지
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    • 제33권5호
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    • pp.422-429
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    • 2013
  • 배관에서 발생한 문제는 비단 배관의 손상뿐만 아니라, 배관과 연결된 주요기기 혹은 시스템 전체의 작동에도 영향을 주기 때문에 이상 유무에 대한 감시가 필요하다. 특히, 원전 2차계통의 배관들은 안전상의 이유로 넓은 실내 공간 내에 복잡하게 배치되어 있다. 넓은 영역에 배치되어 있는 전체 배관의 누출 상태 감시를 하기 위해서는 센서 배열을 이용한 원격지에서의 누출 감시 방법이 효율적인데, 닫힌 공간 내에 있기 때문에 발생하는 반사파의 영향을 고려하여야 한다. 따라서 복잡한 실내 공간에서 발생하는 반사파의 특성과 빔형성법에의 영향을 수학적으로 살펴보았다. 그리고 반사파의 영향을 줄이는 공간평균방법을 적용한 빔형성법을 사용하여 광역배관의 구조 건전성 감시가 가능한 방법에 대해 제안하고, 이를 모사한 전산 모의실험과 누출 배관의 축소 모형 장치를 이용한 실험을 통하여 그 적용성을 검증하였다.

Cluster-Based Quantization and Estimation for Distributed Systems

  • Kim, Yoon Hak
    • Journal of information and communication convergence engineering
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    • 제14권4호
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    • pp.215-221
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    • 2016
  • We consider a design of a combined quantizer and estimator for distributed systems wherein each node quantizes its measurement without any communication among the nodes and transmits it to a fusion node for estimation. Noting that the quantization partitions minimizing the estimation error are not independently encoded at nodes, we focus on the parameter regions created by the partitions and propose a cluster-based quantization algorithm that iteratively finds a given number of clusters of parameter regions with each region being closer to the corresponding codeword than to the other codewords. We introduce a new metric to determine the distance between codewords and parameter regions. We also discuss that the fusion node can perform an efficient estimation by finding the intersection of the clusters sent from the nodes. We demonstrate through experiments that the proposed design achieves a significant performance gain with a low complexity as compared to the previous designs.

An Energy Efficient Interference-aware Routing Protocol for Underwater WSNs

  • Khan, Anwar;Javaid, Nadeem;Ali, Ihsan;Anisi, Mohammad Hossein;Rahman, Atiq Ur;Bhatti, Naeem;Zia, Muhammad;Mahmood, Hasan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권10호
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    • pp.4844-4864
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    • 2017
  • Interference-aware routing protocol design for underwater wireless sensor networks (UWSNs) is one of the key strategies in reducing packet loss in the highly hostile underwater environment. The reduced interference causes efficient utilization of the limited battery power of the sensor nodes that, in consequence, prolongs the entire network lifetime. In this paper, we propose an energy-efficient interference-aware routing (EEIAR) protocol for UWSNs. A sender node selects the best relay node in its neighborhood with the lowest depth and the least number of neighbors. Combination of the two routing metrics ensures that data packets are forwarded along the least interference paths to reach the final destination. The proposed work is unique in that it does not require the full dimensional localization information of sensor nodes and the network total depth is segmented to identify source, relay and neighbor nodes. Simulation results reveal better performance of the scheme than the counterparts DBR and EEDBR techniques in terms of energy efficiency, packet delivery ratio and end-to-end delay.

한국과학자들의 해외정보의존도 - 그 요인 및 결과

  • 이제환
    • 한국도서관정보학회지
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    • 제20권
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    • pp.317-349
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    • 1993
  • The purpose of this study lies in identifying Korean scientists' dependency on foreign scientific and technical information (STI), with emphasis on investigating the causes and results. Especially, this study intends to investigate the impacts that a growing dependency on foreign STI might have brought and will bring about on the development of indigenous STI in ROK. To the end, the present discussion covers the following specific research questions: 1) what are the major information sources used by Korean scientists to locate STI necessary for research-related activities\ulcorner 2) to what extent do Korean scientists use foreign STI for research-related activates, as compared to the use of domestic STI\ulcorner 3) what are the major factors causing the information dependency among Korean scientists and what are the results of the growing information dependency\ulcorner And finally, 4) what suggestions can be made for ROK to further its indigenous STI development, while minimizing its dependency on foreign STI\ulcorner Survey method, together with citation analysis method, is employed as the major data collection technique. The survey sample consists of 167 most 'representative' Korean scientists selected on the basis of their research productivity. 167 specially-designed questionnaires were mailed and 104 out of 167 were responded. Follow-up interviews were carried out for 32 out of 104 respondents, who returned the questionnaire but did not answer some specific questions. The data collected from these 104 respondents were analyzed on the basis of two distinguished groups namely, junior and senior scientist groups. Among the 104 respondents, 58 a n.0, ppeared to belong to a group of senior scientists (older than age 45 and finished their final degrees since 1980), and 46 belonged to a group of junior scientists (younger than age 45 and finished their final degrees before 1980). The major findings of the present study include: 1) Korean scientists regard 'scientific and technical journals and books'as the most important information source to obtain the recent STI; 2) their dependency on foreign STI, for the purposes of research and teaching, is extremely high (information dependency for research activities is 88.5%, and that for teaching activities 91.2%); 3) the information dependency of junior scientists are higher than that of senior scientists; 4) Korean scientists' growing information dependency is closely related to both small quantity and low quality of domestically-produced STI, and has a statistically significant relationship with their educational background; and finally, 5) in order to theoretically explain the growing information dependency of Korean scientists, a hypothesis - 'chronic cycle of information dependency' was developed and introduced. The present study suggests the promotion of indigenous STI as a desirable alternative to escape from the 'chronic cycle of information dependency. Localization of the imported foreign STI is suggested as a good strategy for the indigenous STI development, and also suggested are STI policies for both success of localization process and promotion of more efficient STI flows at national and international level.

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센서 네트워크에서 RSSI 값과 위치 추정 기반의 에너지 효율적인 라우팅 프로토콜 (Energy-efficient routing protocol based on Localization Identification and RSSI value in sensor network)

  • 김용태;정윤수;박길철
    • 디지털융복합연구
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    • 제12권1호
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    • pp.339-345
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    • 2014
  • 본 연구는 기존에 연구된 다양한 라우팅 기법들보다 노드의 이동에 따른 적응력 향상과 에너지 관리의 효율성을 향상하는데 목적이 있다. 본 연구의 목적은 각각의 센서 노드들에 의해 수신되는 RSSI 값과 센서의 위치 정보를 라우팅에 활용하는 기법이다. 본 연구는 주변 1-홉(hop) 거리의 노드 정보를 저장하지 않는다. 그리고 근거리 다중홉 전송 기법에서 중계 노드 선택을 위한 정보 교환 과정에서 발생하는 에너지 비효율적인 트래픽 문제를 해결한다. 본 연구에서 제안하는 라우팅 프로토콜 기법은 각각의 노드들이 수신하는 RSSI 값이 설정된 전송 범위에 해당하는 노드를 선택하고 그리고 선택된 노드의 위치 정보를 바탕으로 목적지 노드에 가장 가까운 노드를 중계 노드로 선정하는 기법이다. 따라서 목적지 노드까지 데이터 전달 홉 수를 줄이고, 에너지를 효율적으로 관리하여 노드의 에너지 고갈을 방지하기 위한 것이다.