• 제목/요약/키워드: optimal gain selection

검색결과 61건 처리시간 0.02초

Throughput-efficient Online Relay Selection for Dual-hop Cooperative Networks

  • Lin, Yuan;Li, Bowen;Yin, Hao;He, Yuanzhi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권6호
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    • pp.2095-2110
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    • 2015
  • This paper presents a design for a throughput-efficient online relay selection scheme for dual-hop multi-relay cooperative networks. Problems arise with these networks due to unpredictability of the relaying link quality and high time-consumption to probe the dual-hop link. In this paper, we firstly propose a novel probing and relaying protocol, which greatly reduces the overhead of the dual-hop link estimation by leveraging the wireless broadcasting nature of the network. We then formulate an opportunistic relay selection process for the online decision-making, which uses a tradeoff between obtaining more link information to establish better cooperative relaying and minimizing the time cost for dual-hop link estimation to achieve higher throughput. Dynamic programming is used to construct the throughput-optimal control policy for a typically heterogeneous Rayleigh fading environment, and determines which relay to probe and when to transmit the data. Additionally, we extend the main results to mixed Rayleigh/Rician link scenarios, i.e., where one side of the relaying link experiences Rayleigh fading while the other has Rician distribution. Numerical results validate the effectiveness and superiority of our proposed relaying scheme, e.g., it achieves at least 107% throughput gain compared with the state of the art solution.

Security Performance Analysis of DF Cooperative Relay Networks over Nakagami-m Fading Channels

  • Zhang, Huan;Lei, Hongjiang;Ansari, Imran Shafique;Pan, Gaofeng;Qaraqe, Khalid A.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권5호
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    • pp.2416-2432
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    • 2017
  • In this paper, we investigate the security performance for cooperative networks over Nakagami-m fading channels. Based on whether the channel state information (CSI) of wiretap link is available or not, optimal relay selection (ORS) and suboptimal relay selection (SRS) schemes are considered. Also, multiple relays combining (MRC) scheme is considered for comparison purpose. The exact and asymptotic closed-form expressions for secrecy outage probability (SOP) are derived and simulations are presented to validate the accuracy of our proposed analytical results. The numerical results illustrate that the ORS is the best scheme and SRS scheme is better than MRC scheme in some special scenarios such as when the destination is far away from the relays. Furthermore, through asymptotic analysis, we obtain the closed-form expressions for the secrecy diversity order and secrecy array gain for the three different selection schemes. The secrecy diversity order is closely related to the number of relays and fading parameter between relay and destination.

HVDC 연계 시스템의 전력계통 안정화 장치의 적정 파라메터 선정에 관한 연구 (A Study on the Optimal Parameter Selection of a Power System Stabilizer for HVDC Linked System)

  • 김경철;최홍규;최병숙;강태은;고영곤
    • 조명전기설비학회논문지
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    • 제15권5호
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    • pp.81-89
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    • 2001
  • 전력 계통 안정화 장치는 전력시스템에 외란이 발생했을 때 저주파수 동요현상을 효과적으로 저감하는 역할을 한다. 본 논문은 제주-해난 HVDC로 연계된 전력시스템에 설치된 PSS의 적정 파라메커 선정이론을 다루었다. 사용한 알고리즘은 위상지연을 적절한 극좌표 이동법으로 보상하고 설정된 댐핑계수가 되도록 이득계수를 구하는 방법이다. PSS 효과를 검증하기 위해 동태 및 과도안정도를 PSS 설치 전과 후로 비교하였다. MATLAB을 근거로 한 PST 프로그램을 사용하여 사례연구 시스템에 적용한 시뮬레이션 결과는 PSS를 설치하므로써 전력시스템이 안정화되어 만족할 만큼의 댐핑효과를 보았다.

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HVDC 연계 시스템의 전력계통 안정화 장치와 전력변환기 적정 파라미터 선정에 관한 연구 (A Study on the Optimal Parameter Selection of a Power System Stabilizer and Power Converters for HVDC Linked System)

  • 조의상;김경철;최홍규
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 2001년도 학술대회논문집
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    • pp.65-72
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    • 2001
  • Power system stabilizer act efficiently to damp the electromechanical oscillations in interconnected power systems. This paper presents an algorithm for the optimal parameter selection of a power system stabilizer in two-area power systems with a series HVDC link. This method is one of the classical techniques by allocating properly pole-zero positions to fit as closely as desired the ideal phase lead between the voltage reference and the generator electrical power and by changing the gain to produce a necessary damping torque over the matched frequency range. Control of HVDC converter and inverter are used a constant current loop. Proper parameters of PI controllers are obtain based on the Root-locus technique in other to have sufficient speed and stability margin to cope with charging reference values and disturbance. The small signal stability arid transient stability studies using the PSS parameters obtained from this method show that a natural oscillation frequency of the studycase system is adequately damped. Also the simulation results using the HVDC converter and inverter parameters obtained from this proposed method show proper current control characteristics. The simulation used in the paper was performed by the Power System Toolbox software program based on MATLAB.

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Developing an Intrusion Detection Framework for High-Speed Big Data Networks: A Comprehensive Approach

  • Siddique, Kamran;Akhtar, Zahid;Khan, Muhammad Ashfaq;Jung, Yong-Hwan;Kim, Yangwoo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권8호
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    • pp.4021-4037
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    • 2018
  • In network intrusion detection research, two characteristics are generally considered vital to building efficient intrusion detection systems (IDSs): an optimal feature selection technique and robust classification schemes. However, the emergence of sophisticated network attacks and the advent of big data concepts in intrusion detection domains require two more significant aspects to be addressed: employing an appropriate big data computing framework and utilizing a contemporary dataset to deal with ongoing advancements. As such, we present a comprehensive approach to building an efficient IDS with the aim of strengthening academic anomaly detection research in real-world operational environments. The proposed system has the following four characteristics: (i) it performs optimal feature selection using information gain and branch-and-bound algorithms; (ii) it employs machine learning techniques for classification, namely, Logistic Regression, Naïve Bayes, and Random Forest; (iii) it introduces bulk synchronous parallel processing to handle the computational requirements of large-scale networks; and (iv) it utilizes a real-time contemporary dataset generated by the Information Security Centre of Excellence at the University of Brunswick (ISCX-UNB) to validate its efficacy. Experimental analysis shows the effectiveness of the proposed framework, which is able to achieve high accuracy, low computational cost, and reduced false alarms.

An Optimal Approach to Rotational Vibration Suppression using Disturbance Observer in Disk Drive Systems

  • Park, Sung-Won;Kim, Nam-Guk;Chu, Sang-Hoon;Kang, Chang-Ik;Lee, Ho-Seong
    • 정보저장시스템학회논문집
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    • 제3권1호
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    • pp.5-12
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    • 2007
  • This paper investigates the design of disturbance observer for rotational vibration suppression in disk drive systems. The design aims to provide an optimal controller which satisfies both vibration performance and robust stability. It consists of an inversion method, a special filter, and optimization scheme. Firstly a new inversion method is introduced, which provides more accurate inversion compared to conventional zero phase error method. The inversion is to deal with unstable zeros in the plant model. Secondly a special filter for disturbance selection is given, which features adjustable gain and band pass characteristics so that it enables flexible shaping of the loop considering the trade-off between performance and stability margins. And finally the parameters of disturbance observer are optimized in conjunction with external disturbance model. Simulation and experiment on commercial hard disk drives confirm that the design is very effective to such disturbance which is hard to be handled by conventional approach.

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Optimal Antenna Selection Scheme with Transmit Adaptive Array for Wideband CDMA Systems

  • Kim, Hak-Seong;Kim, Sanhae;Lee, Woncheol;Yoan Shin
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -3
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    • pp.1960-1963
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    • 2002
  • Transmit diversity schemes we an effective capacity improvement method for down link of wideband code division multiple access (W-CDMA) systems. In this paper, we propose to use transmit antenna subset selection scheme in conjunction with closed loop transmit adaptive array (TxAA). The proposed scheme selects N$\_$s/ optimum antennas among N$\_$${\gamma}$/(>N$\_$s/) transmit antennas in order to maximize diversity gain from selected antennas, and also reduces the cost of RE chains by employing two different types of RF modules fur the selected and the unselected antenna group, respectively. Computer simulation results show performance improvement by the proposed scheme over the conventional TxAA when considering up link control information feedback.

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전송률 향상 및 SNR 개선을 위한 최적의 터보 부호화된 V-BLAST 기법을 적용한 AMC-MIMO 결합시스템 (The Combined AMC-MIMO System with Optimal Turbo Coded V-BLAST Technique to Improve Throughput and SNR)

  • 류상진;이경환;최광욱;이근홍;황인태;김철성
    • 인터넷정보학회논문지
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    • 제8권4호
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    • pp.61-70
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    • 2007
  • 본 논문에서는 V-BLAST (Vertical-Bell-lab Layered Space Time) 복호 알고리즘의 ordering과 slicing 과정에 사전 확률로서 사용되는 MAP 디코더의 외부 정보를 이용한 최적의 터보 부호화된 V-BLAST 적응 변조 시스템을 제안 후 성능을 관찰한다. 채널 상태에 따라 변조 방식을 달리하는 적응 변조 시스템을 기존의 터보 부호화된 V-BLAST 시스템과 최적의 터보 부호화된 V-BLAST시스템에 각각 적용하고 전송률 및 SNR을 비교하여 제안된 시스템을 적용할 경우 어느 정도의 성능 개선이 있는가를 살펴본다. 또한, 제안된 시스템에 선택적 전송 다이버시티 (STD : Selection Transmit Diversity) 기법을 적용한 후 성능의 향상을 관찰한다. 모의 실험결과, 적응 변조 시스템에서 최적의 터보 부호화된 V-BLAST 기법을 적용한 경우가 기존의 터보 부호화된 V-BLAST 기법을 적용한 경우에 비하여 전체적인 SNR 영역에서 SNR 이득이 나타났고 11dB의 SNR에서 최대 약 350Kbps의 전송률 향상이 나타났다. 또한 제안된 시스템에 선택적 전송 다이버시티가 적용된 경우에는 기존 시스템과 비교하여 같은 SNR영역에서 최대 약 1.77Mbps의 전송률이 개선됐으며, 특히 4Mbps의 전송률 성능을 만족시키기 위한 SNR 성능에서는 약 5.88dB의 이득을 보였다.

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Error Rate and Capacity Analysis for Incremental Hybrid DAF Relaying using Polar Codes

  • Madhusudhanan, Natarajan;Venkateswari, Rajamanickam
    • ETRI Journal
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    • 제40권3호
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    • pp.291-302
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    • 2018
  • The deployment of an incremental hybrid decode-amplify and forward relaying scheme is a promising and superior solution for cellular networks to meet ever-growing network traffic demands. However, the selection of a suitable relaying protocol based on the signal-to-noise ratio threshold is important in realizing an improved quality of service. In this paper, an incremental hybrid relaying protocol is proposed using polar codes. The proposed protocol achieves a better performance than existing turbo codes in terms of capacity. Simulation results show that the polar codes through an incremental hybrid decode-amplify-and-forward relay can provide a 38% gain when ${\gamma}_{th(1)}$ and ${\gamma}_{th(2)}$ are optimal. Further, the channel capacity is improved to 17.5 b/s/Hz and 23 b/s/Hz for $2{\times}2$ MIMO and $4{\times}4$ MIMO systems, respectively. Monte Carlo simulations are carried out to achieve the optimal solution.

상호 간섭 Broadcast 채널을 위한 MIMO 간섭 정렬을 이용한 복잡도를 줄인 스케쥴링 (Reduced Complexity Scheduling Method with MIMO Interference Alignment for Mutually Interfering Broadcast Channels)

  • 박해욱;박석환;성학제;이인규
    • 한국통신학회논문지
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    • 제37권8A호
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    • pp.601-611
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    • 2012
  • 본 논문에서는, 다중 안테나 다중 사용자가 존재하는 3-cell 간섭 Broadcast 채널 (IFBC: interference broadcast channel) 에서 얻을 수 있는 공간 다중화 이득 (spatial multiplexing gain)에 대해서 소개한다. 이러한 공간 다중화 이득을 최대화하면서 총 수율을 높이기 위하여, 우리는 간섭 정렬 기법 (IA: interference alignment)에 스케쥴링 기법을 더한 방법을 제안하며, 이는 IFBC 환경에서 TDMA 기법보다 높은 수율 성능을 보인다. 최적의 스케쥴링 방법은 다중 사용자 이득을 이용하여 총 수율을 최대화하는 전수 조사 알고리즘을 이용한다. 또한, 전수 조사의 계산 복잡도가 매우 높기 때문에, 이를 효과적으로 줄이는 coordinated ascent 방법을 이용한 부최적 스케쥴링 방법도 제안 한다.