• 제목/요약/키워드: distributed cognitive system

검색결과 44건 처리시간 0.024초

On the Capacities of Spectrum-Sharing Systems with Transmit Diversity

  • Asaduzzaman, Asaduzzaman;Kong, Hyung-Yun
    • Journal of electromagnetic engineering and science
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    • 제10권3호
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    • pp.99-103
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    • 2010
  • Motivated by recent works on spectrum-sharing systems, this paper investigates the effects of transmit diversity on the peak interference power limited cognitive radio(CR) networks. In particular, we derive the ergodic and outage capacities of a spectrum-sharing system with multiple transmit-antennas. To derive the capacities, peak interference power constraint is imposed to protect the primary receiver. In a CR transmitter and receiver pair with multiple antennas at the transmitter side, the allowable transmit power is distributed over the transmit-antennas to achieve transmit diversity at the receiver. We investigate the effect of this power distribution when a peak interference power constraint is imposed to protect the primary receiver. We show that the transmit diversity does not improve the ergodic capacity compared to the single-antenna system. On the other hand, the transmit diversity significantly improves the outage capacity. For example, two transmit-antennas improve the outage capacity 10 times compared to the single-antenna with a 0 dB interference constraint.

A Novel Resource Allocation Algorithm in Multi-media Heterogeneous Cognitive OFDM System

  • Sun, Dawei;Zheng, Baoyu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제4권5호
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    • pp.691-708
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    • 2010
  • An important issue of supporting multi-users with diverse quality-of-service (QoS) requirements over wireless networks is how to optimize the systematic scheduling by intelligently utilizing the available network resource while, at the same time, to meet each communication service QoS requirement. In this work, we study the problem of a variety of communication services over multi-media heterogeneous cognitive OFDM system. We first divide the communication services into two parts. Multimedia applications such as broadband voice transmission and real-time video streaming are very delay-sensitive (DS) and need guaranteed throughput. On the other side, services like file transmission and email service are relatively delay tolerant (DT) so varying-rate transmission is acceptable. Then, we formulate the scheduling as a convex optimization problem, and propose low complexity distributed solutions by jointly considering channel assignment, bit allocation, and power allocation. Unlike prior works that do not care computational complexity. Furthermore, we propose the FAASA (Fairness Assured Adaptive Sub-carrier Allocation) algorithm for both DS and DT users, which is a dynamic sub-carrier allocation algorithm in order to maximize throughput while taking into account fairness. We provide extensive simulation results which demonstrate the effectiveness of our proposed schemes.

Energy Detection Based Sensing for Secure Cognitive Spectrum Sharing in the Presence of Primary User Emulation Attack

  • Salem, Fatty M.;Ibrahim, Maged H.;Ibrahim, I.I.
    • IEIE Transactions on Smart Processing and Computing
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    • 제2권6호
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    • pp.357-366
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    • 2013
  • Spectrum sensing, as a fundamental functionality of Cognitive Radio (CR), enables Secondary Users (SUs) to monitor the spectrum and detect spectrum holes that could be used. Recently, the security issues of Cognitive Radio Networks (CRNs) have attracted increasing research attention. As one of the attacks against CRNs, a Primary User Emulation (PUE) attack compromises the spectrum sensing of CR, where an attacker monopolizes the spectrum holes by impersonating the Primary User (PU) to prevent SUs from accessing the idle frequency bands. Energy detection is often used to sense the spectrum in CRNs, but the presence of PUE attack has not been considered. This study examined the effect of PUE attack on the performance of energy detection-based spectrum sensing technique. In the proposed protocol, the stationary helper nodes (HNs) are deployed in multiple stages and distributed over the coverage area of the PUs to deliver spectrum status information to the next stage of HNs and to SUs. On the other hand, the first stage of HNs is also responsible for inferring the existence of the PU based on the energy detection technique. In addition, this system provides the detection threshold under the constraints imposed on the probabilities of a miss detection and false alarm.

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Distributed Matching Algorithms for Spectrum Access: A Comparative Study and Further Enhancements

  • Ali, Bakhtiar;Zamir, Nida;Ng, Soon Xin;Butt, Muhammad Fasih Uddin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권4호
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    • pp.1594-1617
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    • 2018
  • In this paper, we consider a spectrum access scenario which consists of two groups of users, namely Primary Users (PUs) and Secondary Users (SUs) in Cooperative Cognitive Radio Networks (CCRNs). SUs cooperatively relay PUs messages based on Amplify-and-Forward (AF) and Decode-and-Forward (DF) cooperative techniques, in exchange for accessing some of the spectrum for their secondary communications. From the literatures, we found that the Conventional Distributed Algorithm (CDA) and Pragmatic Distributed Algorithm (PDA) aim to maximize the PU sum-rate resulting in a lower sum-rate for the SU. In this contribution, we have investigated a suit of distributed matching algorithms. More specifically, we investigated SU-based CDA (CDA-SU) and SU-based PDA (PDA-SU) that maximize the SU sum-rate. We have also proposed the All User-based PDA (PDA-ALL), for maximizing the sum-rates of both PU and SU groups. A comparative study of CDA, PDA, CDA-SU, PDA-SU and PDA-ALL is conducted, and the strength of each scheme is highlighted. Different schemes may be suitable for different applications. All schemes are investigated under the idealistic scenario involving perfect coding and perfect modulation, as well as under practical scenario involving actual coding and actual modulation. Explicitly, our practical scenario considers the adaptive coded modulation based DF schemes for transmission flexibility and efficiency. More specifically, we have considered the Self-Concatenated Convolutional Code (SECCC), which exhibits low complexity, since it invokes only a single encoder and a single decoder. Furthermore, puncturing has been employed for enhancing the bandwidth efficiency of SECCC. As another enhancement, physical layer security has been applied to our system by introducing a unique Advanced Encryption Standard (AES) based puncturing to our SECCC scheme.

학생의 자유 탐구 활동의 사례 분석을 통해 본 실험 모델링의 특징과 과학교육적 의미 (Characteristics of Modeling of Experiment in Case Analysis of Students' Open Inquiry and its Meaning on Science Education)

  • 김관영;이종혁;최진현;전상학;이선경
    • 한국과학교육학회지
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    • 제42권2호
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    • pp.201-214
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    • 2022
  • 본 연구에서는 학생들의 자유 탐구 활동에서 나타나는 실험 모델링의 특징을 탐색하였다. 연구는 '학교과학탐구'라는 주제로 이루어진 3년의 연구 과제 수행에서 기수집한 자료를 '실험 모델' 관점에서 재해석한 것이다. 4명의 학생들로 구성된 1개 소집단이 7회에 걸쳐 수행한 탐구 활동을 녹화하고 녹음한 파일을 주된 자료원으로 하였으며, 녹화 및 전사본을 해석적인 방법에 따라 분석하였다. 문제 상황으로부터 출발하여 이를 해결하고 마무리되는 과정을 포괄하는 것을 모델링 단위로 볼 때, 학생들의 활동은 3개 실험 모델링 단위로 구분되었다. 연구의 결과는 각 모델링 단위에서 분산인지체계로서 실험 모델링의 역동적 과정과 특징을 조명하고 교육적 의미를 논하는 것을 포괄한다. 구체적으로는 첫째, 학생과 실험도구 그리고 그들 사이의 상호작용으로 나타나는 원시적 형태의 계산은 실험 모델링을 구성하는 분산인지체계의 중요한 요소로 드러났다. 둘째, 초기에 학생이 도구에 익숙해지는 비언어적인 활동이 이루어졌으며, 그 활동이 충분히 이루어졌을 때 언어적인 양적 기호가 창출되었다. 창출된 양적 기호는 이후 활동에서 참고할 수 있는 데이터와 자신감의 원천이 되었다. 셋째, 도구의 전용화가 발생하였으며, 변인통제와 같이 기존의 과학 탐구에서 중요하게 다룬 요소들이 나타났다. 연구의 결과는 기존의 과학교육에서 주목받지 못했던 실험 모델링의 특징을 학생 활동을 통해 펼쳐 보임으로써, 설명 모델 중심으로 이루어져왔던 과학교육 연구와 교육에 새로운 시사점을 제공한다.

중첩 융합 네트워크 환경을 고려한 STTC기반 이중 셀 시스템 분석 모델 (Performance Modeling of STTC-based Dual Virtual Cell System under the Overlay Convergent Networks of Cognitive Networking)

  • 최유미;김정호
    • 전자공학회논문지
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    • 제49권12호
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    • pp.20-26
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    • 2012
  • 인지 기반 융합 중첩 네트워크 환경 하에서의 시스템의 성능이 중요한 이슈로 떠오르는 가운데 단말기의 기능성이 좋아짐에 따라 스마트한 지능을 기반으로 접속 자원의 효과적 활용에 적합한 개별 이종 네트워크의 특성분석과 특성을 반영하는 시스템 측면의 접속 최적화가 매우 중요하다고 할 수 있다. 본 논문에서는 기지국의 소형화와 다집적화, 가상화, 지능화가 진행되는 가운데 기지국 hotelling과 같은 기지국 집중화를 통한 통합적 최적화가 가능하므로 이에 대응한 이중 가상 셀 시스템의 특성에 대해 살펴보고 활용도 측면의 성능을 분석하고 향후 다뤄져야 할 사항들을 확인하였다.

Connectivity Analysis of Cognitive Radio Ad-hoc Networks with Shadow Fading

  • Dung, Le The;An, Beongku
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권9호
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    • pp.3335-3356
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    • 2015
  • In this paper, we analyze the connectivity of cognitive radio ad-hoc networks in a log-normal shadow fading environment. Considering secondary user and primary user's locations and primary user's active state are randomly distributed according to a homogeneous Poisson process and taking into account the spectrum sensing efficiency of secondary user, we derive mathematical models to investigate the connectivity of cognitive radio ad-hoc networks in three aspects and compare with the connectivity of ad-hoc networks. First, from the viewpoint of a secondary user, we study the communication probability of that secondary user. Second, we examine the possibility that two secondary users can establish a direct communication link between them. Finally, we extend to the case of finding the probability that two arbitrary secondary users can communicate via multi-hop path. We verify the correctness of our analytical approach by comparing with simulations. The numerical results show that in cognitive radio ad-hoc networks, high fading variance helps to remarkably improve connectivity behavior in the same condition of secondary user's density and primary user's average active rate. Furthermore, the impact of shadowing on wireless connection probability dominates that of primary user's average active rate. Finally, the spectrum sensing efficiency of secondary user significantly impacts the connectivity features. The analysis in this paper provides an efficient way for system designers to characterize and optimize the connectivity of cognitive radio ad-hoc networks in practical wireless environment.

분산 환경에서의 번역 시스템의 개발 : 사전 구축과 테스트 환경을 중심으로 (Development of an MT System on Distributed Environment : about lexicon construction and test environment)

  • 이현아;장병규;강인호;이신목;김길창
    • 한국인지과학회:학술대회논문집
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    • 한국인지과학회 2000년도 한글 및 한국어 정보처리
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    • pp.344-349
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    • 2000
  • 본 논문에서는 영환 기계번역 시스템 ALKOL의 개발 과정에서 사용된 분산 환경을 사전 구축과 테스트 환경을 중심으로 설명한다. 번역 시스템 개발은 시스템 개발자, 사전 개발자, 검사자(tester)의 세 요소를 중심으로 이루어지는 작업으로, 효율적인 개발을 위해서는 개발 요소의 작업이 독립적으로 진행되면서 유기적으로 연결될 수 있는 환경이 마련되어야 한다. ALKOL에서는 이를 위하여 번역 시스템을 번역 서버, 사전 서버, 사전 편집기, 사용자 인터페이스 클라이언트/서버 분산 환경으로 구성하고 검사자를 위한 테스트 환경을 제공하여 효율적인 번역 시스템 개발 환경을 구축한다. 번역 시스템을 분산 환경에서 개발하여 시스템 개발자, 사전 개발자, 검사자가 각자의 작업을 병렬적으로 진행할 수 있고 실시간으로 갱신되는 시스템과 사전 정보를 이용하여 작업을 진행할 수 있어 번역 시스템 개발의 효율성을 높일 수 있다.

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On Cyclic Delay Diversity with Single Carrier OFDM Based Communication Network

  • A. Sathi Babu;M. Muni Chandrika;P. Sravani;M. Sindhu sowjanyarani;M. Dimpu Krishna
    • International Journal of Computer Science & Network Security
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    • 제24권2호
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    • pp.95-100
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    • 2024
  • Cyclic Delay Diversity (CDD) is a diversity scheme used in OFDM-based telecommunication systems, transforming spatial diversity into frequency diversity and thus avoiding intersymbol interference without entailing the receiver to be aware of the transmission strategy making the signal more reliable achieving full diversity gain in cooperative systems. Here the analyzation of the influence of CDD-SC scheme in Cognitive Radio Network (CRN) is done with the challenge of overcoming the complication called channel estimation along with overhead in CNR. More specifically, the closed-form expressions for outage probability and symbol error rate are divided under different frequencies among independent and identically distributed (i.i.d.) frequency selective fading channel model i.e., the signal is divided into different frequencies and transmitted among several narrow band channels of different characteristics. It is useful in the reduction of interference and crosstalk. The results reveal the diversity order of the proposed system to be mainly affected by the number of multipath components that are available in the CNR.

스마트 매뉴팩처링을 위한 자율화 (Autonomy for Smart Manufacturing)

  • 박홍석
    • 한국정밀공학회지
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    • 제31권4호
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    • pp.287-295
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    • 2014
  • Smart manufacturing (SM) considered as a new trend of modern manufacturing helps to meet objectives associated with the productivity, quality, cost and competiveness. It is characterized by decentralized, distributed, networked compositions of autonomous systems. The model of SM is inherited from the organization of the living systems in biology and nature such as ant colony, school of fish, bee's foraging behaviors, and so on. In which, the resources of the manufacturing system are considered as biological organisms, which are autonomous entities so that the manufacturing system has the advanced characteristics inspired from biology such as self-adaptation, self-diagnosis, and self-healing. To prove this concept, a cloud machining system is considered as research object in which internet of things and cloud computing are used to integrate, organize and allocate the machining resources. Artificial life tools are used for cooperation among autonomous elements in the cloud machining system.