• 제목/요약/키워드: cognitive transmission

검색결과 231건 처리시간 0.02초

Adaptive Cooperation for Bidirectional Communication in Cognitive Radio Networks

  • Gao, Yuan;Zhu, Changping;Deng, Zhixiang;Tang, Yibin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권3호
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    • pp.1279-1300
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    • 2017
  • In the interweave cognitive networks, the interference from the primary user degrades the performance of the cognitive user transmissions. In this paper, we propose an adaptive cooperation scheme in the interweave cognitive networks to improve the performance of the cognitive user transmissions. In the proposed scheme for the bidirectional communication of two end-source cognitive users, the bidirectional communication is completed through the non-relay direct transmission, the one-way relaying cooperation transmission, and the two-way relaying cooperation transmission depending on the limited feedback from the end-sources. For the performance analysis of the proposed scheme, we derive the outage probability and the finite-SNR diversity multiplexing tradeoff (f-DMT) in a closed form, considering the imperfect spectrum sensing, the interference from the primary user, and the power allocation between the relay and the end-sources. The results show that compared with the direct transmissions (DT), the pure one-way relaying transmissions (POWRT), and the pure two-way relaying transmissions (PTWRT), the proposed scheme has better outage performance. In terms of the f-DMT, the proposed scheme outperforms the full cooperation transmissions of the POWRT and PTWRT.

Applying Artificial Intelligence Based on Fuzzy Logic for Improved Cognitive Wireless Data Transmission: Models and Techniques

  • Ahmad AbdulQadir AlRababah
    • International Journal of Computer Science & Network Security
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    • 제23권12호
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    • pp.13-26
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    • 2023
  • Recently, the development of wireless network technologies has been advancing in several directions: increasing data transmission speed, enhancing user mobility, expanding the range of services offered, improving the utilization of the radio frequency spectrum, and enhancing the intelligence of network and subscriber equipment. In this research, a series of contradictions has emerged in the field of wireless network technologies, with the most acute being the contradiction between the growing demand for wireless communication services (on operational frequencies) and natural limitations of frequency resources, in addition to the contradiction between the expansions of the spectrum of services offered by wireless networks, increased quality requirements, and the use of traditional (outdated) management technologies. One effective method for resolving these contradictions is the application of artificial intelligence elements in wireless telecommunication systems. Thus, the development of technologies for building intelligent (cognitive) radio and cognitive wireless networks is a technological imperative of our time. The functions of artificial intelligence in prospective wireless systems and networks can be implemented in various ways. One of the modern approaches to implementing artificial intelligence functions in cognitive wireless network systems is the application of fuzzy logic and fuzzy processors. In this regard, the work focused on exploring the application of fuzzy logic in prospective cognitive wireless systems is considered relevant.

Cognitive Radio 시스템을 위한 간섭온도 인지 기반의 적응전송 기법 (An Adaptive Transmission Scheme Based on Interference Temperature Cognition for Cognitive Radio Systems)

  • 홍민기;김재운;김현욱;신요안
    • 한국통신학회논문지
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    • 제32권9C호
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    • pp.826-833
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    • 2007
  • 본 논문에서는 CR (Cognitive Radio) 시스템의 무선 적응전송에 대한 연구 기반을 마련하기 위해 CR 시스템 환경 및 시나리오 모델을 제시하고, 제시된 시스템 환경 모델에서 CR 시스템을 위한 간섭온도 인지 기반의 적응 전송 기법을 제안한다. 제안된 CR 적응전송 기법은 CR-APC (CR-Adaptive Power Control)를 사용하여 주 사용자에게 간섭 영향을 미치지 않는 범위 내에서 CR 사용자에게 최대 전송전력을 제공하고, CR-AMC (CR-Adaptive Modulation and Coding)를 적용하여 주어진 채널 상태에서 CR 사용자에게 최적의 전송률을 보장할 수 있는 방식이다. 모의실험 결과, 제안된 CR 적응전송 기법을 사용한 경우 주 사용자에게는 간섭 영향을 거의 미치지 않아 비트오율 성능 열화가 거의 없었으며, CR 사용자에게는 주어진 채널 상태에서 최적의 전송률을 보장할 수 있음을 확인할 수 있다.

Cognitive Beamforming Based Smart Metering for Coexistence with Wireless Local Area Networks

  • Lee, Keonkook;Chae, Chan-Byoung;Sung, Tae-Kyung;Kang, Joonhyuk
    • Journal of Communications and Networks
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    • 제14권6호
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    • pp.619-628
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    • 2012
  • The ZigBee network has been considered to monitor electricity usage of home appliances in the smart grid network. ZigBee, however, may suffer from a coexistence problem with wireless local area network (WLAN). In this paper, to resolve the coexistence problem between ZigBee network and WLAN, we propose a new protocol constructing a cognitive smart grid network for supporting monitoring of home appliances. In the proposed protocol, home appliances first estimates the transmission timing and channel information of WLAN by reading request to send/clear to send (RTS/CTS) frames of WLAN. Next, based on the estimated information, home appliances transmit a data at the same time as WLAN transmission. To manage the interference between WLAN and smart grid network, we propose a cognitive beamforming algorithm. The beamforming algorithm is designed to guaranteeing zero interference to WLAN while satisfying a required rate for smart metering. We also propose an energy efficient rate adaptation algorithm. By slowing down the transmission rate while satisfying an imperceptible impact of quality of service (QoS) of the receiver, the home appliance can significantly save transmit power. Numerical results show that the proposed multiple antenna technique provides reliable communications for smart metering with reduced power comparing to the simple transmission technique.

Cognitive UWB 기술을 이용한 UWB 시스템에서의 간섭 회피 기술 (Interference Avoidance Technology Using Cognitive UWB in Ultra Wideband Systems)

  • 황재호;손성환;이성준;김재명
    • 한국통신학회논문지
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    • 제32권8A호
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    • pp.836-846
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    • 2007
  • 유비쿼터스 사회가 도래함에 따라 모든 사회가 무선통신과 밀접한 연관성을 가지게 되었다. 하지만 늘어나는 주파수 수요는 주파수 자원의 고갈을 야기하였다. 이와 같이 주파 주파수 자원의 중요성이 부각되어 주파수 공유 기술이 필요하게 되었다. 제안한 Cognitive UWB 시스템은 넓은 주파수 대역을 사용하는 UWB(Ultra Wideband) 기술과 채널 환경을 인지하여 사용하지 않는 비어있는 주파수 대역을 이용하는 CR(Cognitive Radio) 기술이 합해진 기술이다. 본 논문에서는 Cognitive UWB 시스템의 세부 기술을 설명하고 시뮬레이션을 통하여 원하는 마스크를 충족시키고 타 시스템의 간섭을 회피하여 성능향상을 보였다.

UWB 기반의 인지적 무선통신 기술의 성능 개선 (The Performance Improvement of Cognitive Radio Technology Based on UWB System)

  • 서유정;하덕호
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2008년도 춘계종합학술대회 A
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    • pp.921-924
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    • 2008
  • 최근 극초단파의 펄스를 사용하는 UWB(Ultra-WideBand) 기술이 다양한 무선 통신기기에 응용되고 있다. UWB 기기들은 기존의 동일한 무선주파수대역을 공동으로 사용하기 때문에 상호 간섭에 의한 장애가 발생하게 되는데, 이와 같이 다양한 무선 응용 기술들이 혼재된 상황은 주파수 자원의 효율적 이용에 대한 요구를 강화할 것으로 예상된다. 최근 한정된 UWB 대역의 주파수 자원을 효율적으로 이용하는 기술이 소개되고 있다. 특히 인지적(Cognitive) UWB 기술은 스펙트럼 사용 효율을 높이기 위해 스펙트럼 활용을 위한 기술로서 UWB 시스템에서 사용되지 않는 주파수를 감지하여 이를 효율적으로 공유하여 사용할 수 있는 무선통신 개념이 적용되는 방식이다. 본 논문에서는 UWB와 인지적 기술이 합해진 기술을 소개하고, 시뮬레이션을 통하여 원하는 마스크를 충족시키고 타 시스템으로부터의 간섭을 회피하여 성능이 개선됨을 보였다.

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인지무선네트워크에서 블라인드 스펙트럼 랑데부 지연의 단축 (Achieving Agility in Blind Spectrum Rendezvous in Cognitive Radio Networks)

  • 변상선
    • 대한임베디드공학회논문지
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    • 제15권4호
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    • pp.189-196
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    • 2020
  • In cognitive radio networks, secondary transmitters should cease its transmission immediately on detecting of primary transmission in the spectrum they are accessing. Then they should exploit another idle spectrums and handoff to the newly found idle spectrums, which is called spectrum rendezvous. With regards to spectrum rendezvous, most of related work presume the existence of dedicated common control channel used by secondary users for exchanging the information of idle spectrums. However, this presumption is not feasible in real world cognitive radio scenario. Therefore we address a blind spectrum rendezvous scheme with no need of separate control channel. Furthermore we consider maintaining one or more extra spectrums (channels) to expedite the spectrum rendezvous. Our scheme lets secondary users maintain extra spectrums by exchanging the spectrum information periodically during normal communications. The one of the extra spectrums are regarded as a candidate spectrum that the users can handoff to on detecting the primary transmission. We evaluate that our blind scheme can help to reduce the rendezvous delay in a real world cognitive radio environments with USRPs.

인지 무선 네트워크에서 시스템 비용함수를 이용한 적응적 센싱주기 (Sensing Period Adaptation using the Cost Function in the Cognitive Radio Networks)

  • 고상;박형근
    • 전기학회논문지
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    • 제61권2호
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    • pp.321-323
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    • 2012
  • Cognitive radio has been recently proposed to dynamically access unused-spectrum. Since the spectrum availability for opportunistic access is determined by spectrum sensing, sensing is identified as one of the most crucial issues of cognitive radio networks. The PHY-layer sensing, as a part of spectrum sensing in cognitive radio, concerns the sensing mechanism to determine channel to be sensed and to access. One of the important issues in the PHY-layer sensing control is to find an available sensing period and trade-off between spectrum sensing and data transmission. In this paper, we show the relationship between spectrum sensing and data transmission according to the sensing period. We analyze and propose the new scheme to evaluate optimal sensing period.

Channel Statistical MAC Protocol for Cognitive Radio

  • Xiang, Gao;Zhu, Wenmin;Park, Hyung-Kun
    • Journal of information and communication convergence engineering
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    • 제8권1호
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    • pp.40-44
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    • 2010
  • opportunistic spectrum access (OSA) allows unlicensed users to share licensed spectrum in space and time with no or little interference to primary users, with bring new research challenges in MAC design. We propose a cognitive MAC protocol using statistical channel information and selecting appropriate idle channel for transmission. The protocol based on the CSMA/CA, exploits statistics of spectrum usage for decision making on channel access. Idle channel availability, spectrum hole sufficiency and available channel condition will be included in algorithm statistical information. The model include the control channel and data channel, the transmitter negotiates with receiver on transmission parameters through control channel, statistical decision results (successful rate of transmission) from exchanged transmission parameters of control channel should pass the threshold and decide the data transmission with spectrum hole on data channel. A dynamical sensing range as a important parameter introduced to maintain the our protocol performance. The proposed protocol's simulation will show that proposed protocol does improve the throughput performance via traditional opportunistic spectrum access MAC protocol.

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.