• Title/Summary/Keyword: Cognitive Information Processing

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Implementation of LTE uplink System for SDR Platform using CUDA and UHD (CUDA와 UHD를 이용한 SDR 플랫폼 용 LTE 상향링크 시스템 구현)

  • Ahn, Chi Young;Kim, Yong;Choi, Seung Won
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.9 no.2
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    • pp.81-87
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    • 2013
  • In this paper, we present an implementation of Long Term Evolution (LTE) Uplink (UL) system on a Software Defined Radio (SDR) platform using a conventional Personal Computer (PC), which adopts Graphic Processing Units (GPU) and Universal Software Radio Peripheral2 (USRP2) with URSP Hardware Driver (UHD) for SDR software modem and Radio Frequency (RF) transceiver, respectively. We have adopted UHD because UHD provides flexibility in the design of transceiver chain. Also, Cognitive Radio (CR) engine have been implemented by using libraries from UHD. Meanwhile, we have implemented the software modem in our system on GPU which is suitable for parallel computing due to its powerful Arithmetic and Logic Units (ALUs). From our experiment tests, we have measured the total processing time for a single frame of both transmit and receive LTE UL data to find that it takes about 5.00ms and 6.78ms for transmit and receive, respectively. It particularly means that the implemented system is capable of real-time processing of all the baseband signal processing algorithms required for LTE UL system.

Concepts and functional characteristics of consciousness in comparison of memory and attention (기억과 주의와의 비교를 통한 의식의 개념과 기능적 특성)

  • Kim, Eun-Sook;Shin, Hyun-Jung
    • Korean Journal of Cognitive Science
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    • v.21 no.4
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    • pp.559-602
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    • 2010
  • This study examines the concepts and functional characteristics of consciousness in comparison of memory and attention from the perspective of information processing. It also provides an understanding of the relationships between the three as hypothetical constructs. Consciousness is regarded as too ambiguous a concept to be understood and accepted as a mental construct without the inclusion of memory and attention in any conceptualization. We need one criterion to count satisfactorily as an explanation of consciousness in information processing. Consciousness would be a subjective awareness of momentary experience and also have the characteristic of an operating system performing control and consolidation in information processing. This could be called cognitive consciousness which refers to a subjective awareness and an executive control system, even though those are not equivalent concepts. Consciousness, memory and attention, three mental constructs could operate dependently or independently depending on the specific tasks conditioned in many information processing levels whose modules with three mental constructs could operate in hierarchy. In this premise, working memory could not be a unitary system, contrary to those of Baddeley and Hitch(1974) and Baddeley(1992, 2000), just being a mental workplace consisting of two components: the phonological loop, and the visual-spatial sketchpad without the episodic buffer and a central executive which are the characteristics of consciousness. In the continuum of information processing, the conscious processes and the unconscious processes seem not to be totally different and contrasting processes.

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A Cognitive Pragmatic Approach to Contextual Effects In Modern Korean Poetry (한국 현대시 텍스트의 맥락 효과에 관한 인지 화용론적 연구)

  • HyonhoLee
    • Korean Journal of Cognitive Science
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    • v.4 no.2
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    • pp.5-28
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    • 1994
  • In this thesis we attempt to analyze modern Korean poetic texts in the franmeworks of text limgisitics and cognitive pragmatics. Both frameworks describe and explai human verbal communicantion in terms of congnitive information-processing procedures.By utilizing analytical devices provided by seven standards of textuality we can analyze any type of text,especially in terms of the cognitive operations underlying the production and reception processes.It is clamed in cognitive pragmatic framework that human ostensive inforential communication is regulated by the Principle of Relevance.We claim that the relevance-based framework of pragmatics provides evidence and rationale for those cognitive operations identified in the text linguistic framework. poetic texts involve every kind of cognitive strategies and processing procedures underlying human verbal communication.So,if modern Korean poetic texts are satisfactorily analyzed by text linguistics and cognitive pragmatics,it means that both frameworks are very useful tools for analyzing texts and that all the other text types which are less complicated than poetic text will also be analyzed by these frameworks. Researchers of poetry,and poets,are sensitive to poetic effects.They feel more of poeticity while reading poetic texts than ordinary readers do.However,these researchers or poets sometimes give different interpretation of a single poetic text.The interpretation of poetry cannot be anything,because poets write poems with particular intertions and do not just throw them out so as to be interpreted at ramdom.This thesis suggersts that the poeticity felt by the reader can be described and accounted for in a scientific way.In other words,text linguistics and cognitive pragmatics enable the researchers of poetry to become objective in interpreting poetic texts. It will be clearly shown that we have to see poetic texts from a cognitive perspective,since they are by-products of cognitive processing performed by discourse participants.

Decision Support Loop based on Knowledge Integration: A Cognitive Model Perspective (지식통합을 기반으로 한 의사결정지원)

  • Kwahk, Kee-Young;Kim, Hee-Woong
    • Asia pacific journal of information systems
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    • v.14 no.1
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    • pp.125-142
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    • 2004
  • Knowledge management has been increasingly recognized as important in business management context. Although knowledge management has been proposed as an enabler to reach competitive advantage, little research has considered applying knowledge to business decision-making activities, which may be the main task of enterprise management. The application of knowledge to decision-making has a more significant impact on organizational performance than mere knowledge management for operational level processing. For this purpose, the present study proposes a decision support loop based on the integration of knowledge by adopting a cognitive modeling approach. The proposed model is then discussed, in the real context of an application case.

Natural Language Processing and Cognition (자연언어처리와 인지)

  • 이정민
    • Korean Journal of Cognitive Science
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    • v.3 no.2
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    • pp.161-174
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    • 1992
  • The present discussion is concerned with showing the development of natural language processing and how it is related to information and cognition.On the basis of the computeational model,in which humans are viewed as processors of linguistic structures that use stored knowledge-grammar, lexicon and structures representing the encyclopedic information of the world,such programs of natural language understanding as Winograd's SHRDLU came out.However,such pragmatic factors as contexts and the speaker's beliefs,internts,goals and intentions are not easy to process yet.Language,ingormation and cognition are argued to be closely interrelated,and the study of them,the paper argues,can lead to the development of science on general.

A Transformation-Based Learning Method on Generating Korean Standard Pronunciation

  • Kim, Dong-Sung;Roh, Chang-Hwa
    • Proceedings of the Korean Society for Language and Information Conference
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    • 2007.11a
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    • pp.241-248
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    • 2007
  • In this paper, we propose a Transformation-Based Learning (TBL) method on generating the Korean standard pronunciation. Previous studies on the phonological processing have been focused on the phonological rule applications and the finite state automata (Johnson 1984; Kaplan and Kay 1994; Koskenniemi 1983; Bird 1995). In case of Korean computational phonology, some former researches have approached the phonological rule based pronunciation generation system (Lee et al. 2005; Lee 1998). This study suggests a corpus-based and data-oriented rule learning method on generating Korean standard pronunciation. In order to substituting rule-based generation with corpus-based one, an aligned corpus between an input and its pronunciation counterpart has been devised. We conducted an experiment on generating the standard pronunciation with the TBL algorithm, based on this aligned corpus.

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A Network based Detection Model Using Fuzzy Cognitive Maps on Denial of Service Attack (서비스거부공격에서의 퍼지인식도를 이용한 네트워크기반 탐지 모델)

  • Lee, Se-Yul;Kim, Yong-Soo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11a
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    • pp.363-366
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    • 2002
  • 최근 네트워크 취약점 검색 방법을 이용한 침입 공격이 늘어나는 추세이며 이런 공격에 대하여 적절하게 실시간 탐지 및 대응 처리하는 침입방지시스템(IPS: Intrusion Prevention System)에 대한 연구가 지속적으로 이루어지고 있다. 본 논문에서는 시스템에 허락을 얻지 않은 서비스 거부 공격(Denial of Service Attack) 기술 중 TCP의 신뢰성 및 연결 지향적 전송서비스로 종단간에 이루어지는 3-Way Handshake를 이용한 Syn Flooding Attack에 대하여 침입시도패킷 정보를 수집, 분석하고 퍼지인식도(FCM : Fuzzy Cognitive Maps)를 이용한 침입시도여부를 결정하는 네트워크 기반의 실시간 탐지 모델(Network based Real Time Scan Detection Model)을 제안한다.

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A Study on Business Strategic Decision Making with Big-Data using Map Reduce and Fuzzy Cognitive Map (맵 리듀스와 퍼지 인식도를 활용한 빅데이터의 경영 전략 의사결정 활용에 관한 연구)

  • Lee, Ju-Seung;Jang, JaeHee;Kim, Ung-Mo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1156-1158
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    • 2015
  • 본 연구는 기업의 전략 의사결정(Strategic Decision-Making) 실무에 빅데이터를 활용하기 위한 방안으로 하둡-맵 리듀스(Map Reduce)를 통해 처리한 데이터를 이용해 퍼지 인식도(Fuzzy Cognitive Map)의 인과 행렬을 작성하고, 작성된 퍼지 인식도를 활용하는 경영 의사결정 방법과 의사 결정 지원 시스템(DSS: Decision Support System)을 제안한다. 제안을 위해 관련 연구 및 개념, 퍼지 인식도를 기반으로 하는 의사결정 지원 시스템과 제안한 시스템이 갖는 장점, 그리고 퍼지 인식도 기반 의사결정 지원 시스템의 실제 활용 가능성에 대해서 실험을 통해 검증한 내용을 담고 있다.

Improving TCP Performance over Cognitive Radio Networks using Cross-Layer Approach (크로스레이어 기법을 통한 인지무선 환경에서 TCP 성능 개선)

  • Byun, Sang-Seon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.319-321
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    • 2015
  • 인지무선네트워크 (Cognitive Radio Networks) 환경에서 스펙트럼의 원소유주인 1차사용자가 전송을 개시하는 경우, 같은 채널을 사용하는 2차사용자의 TCP (Transmission Control Protocol) 는 전송 불능 상태가 되어 심각한 성능저하가 발생한다. 이러한 성능저하는 1차사용자의 등장으로 인해 채널이 사용 불가능 해지는 상태를 패킷 손실로 판단하여 재전송 타임아웃이 발생하기 때문에 발생된다. 우리는 이 문제를 링크 또는 물리 계층 (하위계층) 과 TCP간의 크로스레이어링을 통하여 해결하고자 한다. 하위 계층은 1차사용자의 전송이 감지되면, 이를 TCP에게 시그널링하고, TCP는 이를 통해 재전송 타이머와 혼잡 윈도우를 고정시키고, 패킷 전송을 중단하도록 한다. 또, 하위계층이 가용 채널을 감지하게 되면, 재차 TCP에게 시그널링을 함으로써, 전송이 신속하게 재개되도록 한다. 제안하는 방법은 실제 USRP(Universal Software Radio Peripheral)에 구현하여 성능의 향상을 검증한다.

A Fuzzy Cognitive Map Reasoning Model for Landmarks Detection on Mobile Devices (모바일 장치 상에서의 특이성 탐지를 위한 FCM 추론 모델)

  • Kim, Jeong-Sik;Shin, Hyoung-Wook;Yang, Hyung-Jung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.11a
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    • pp.291-292
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    • 2009
  • 모바일 장치에서 얻을 수 있는 정보는 의미 있는 다양한 개인 정보를 가지고 있다. 본 논문에서는 모바일 장치에서 얻을 수 있는 정보를 분석하여 특이성을 추론하는 방법을 제안한다. 특이성 추론 방법으로 인과관계의 지식을 모델링하고 표현하며 추론하는 주요 형식화 방법의 하나인 FCM(Fuzzy Cognitive Map)을 사용하였다. 제안된 방법은 모바일 장치에서 얻은 정보와 추론된 특이성을 개념노드로 이용하여 새로운 특이성을 추론하며, 개념노드간의 인과관계를 효율적으로 표현한다.