• Title/Summary/Keyword: 평균 데이터 전송률

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Optimal target data rate to maximize average data rate under Rayleigh fading channel model (레일리 무선채널 모델하에서 평균 데이터 전송률을 최대로 하기위한 최적 목표 전송률)

  • Kwon, Taehoon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.07a
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    • pp.327-328
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    • 2019
  • 본 논문에서는 레일리 페이딩 채널 모델하에서 평균데이터 전송률을 최대화 할 수 있는 목표 데이터 전송률을 분석하였다. 같은 무선채널환경에서 목표 데이터 전송률이 높아질수록 오류 없이 전송될 확률은 낮아진다. 반면, 목표 데이터 전송률이 낮아지면 오류 없이 전송될 확률은 높아지지만, 한번에 보내는 데이터 양이 작아지게 된다. 따라서, 주어진 무선 채널 환경을 최대로 활용하기 위해서는 오류 전송 확률과 목표 데이터 전송률을 고려하여 최대 평균 데이터 전송률을 얻기 위한 조건에 대한 분석이 선행되어야 한다. 본 논문에서는 평균 데이터 전송률을 정의하고, 이를 최대화하기 위한 목표 데이터 전송률을 분석하였다. 분석 결과는 몬테카를로 모의 시뮬레이션을 통하여 정확성을 증명하였다.

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Power Allocation to Improve Data-Rate Fairness of Non-orthogonal Multiple Access Users (비직교 다중접속 사용자의 데이터 전송률 공정성 개선을 위한 전력 할당 기법)

  • Lee, In-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.9
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    • pp.1117-1122
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    • 2019
  • In this paper, a power allocation scheme is proposed to improve the fairness of user data rates in downlink non-orthogonal multiple access systems with one base station and two users. In particular, the power allocation scheme is presented to maximize the fairness of average user data rates assuming independent Rayleigh fading channels, where the fairness maximization is achieved when the average user data rates are equal. For the fairness evaluation, hence approximate expressions for the average user data rates and the average sum date rate of the proposed scheme are provided by using high signal-to-noise ratio approximation. Through simulation investigation, the derived approximate expressions for the average data rates are verified, and it is shown that the proposed scheme is superior to the conventional power allocation schemes in terms of the fairness of the average user data rates.

Power Allocation Scheme to Enhance Data-Rate Fairness for Non-orthogonal Multiple Access Systems in the Presence of Interference (간섭이 존재하는 비직교 다중접속 시스템에서 데이터 전송률 공정성 개선을 위한 전력 할당 기법)

  • Lee, In-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.11
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    • pp.1407-1413
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    • 2019
  • In this paper, we assume that another transmitter can transmit its data signal in the same frequency band in order to maximize the frequency efficiency of non-orthogonal multiple access(NOMA) systems. We also focus on the improvement in fairness performance of receiver's data rates, not the maximization of sum data rate for NOMA systems. Thus, in this paper, we propose a power allocation scheme to enhance the fairness performance of average data rates of receivers considering the NOMA systems in the presence of interference. Assuming Rayleigh fading channels, the average data rates of receivers are defined, and the power allocation coefficients to improve the data-rate fairness are derived by using high signal-to-noise power ratio approximation. In addition, through simulations, it is shown that the proposed power allocation scheme can improve the data-rate fairness in the NOMA system with interference.

An Efficient Smoothing Algorithm for VOD Server With Limited Network Bandwidth (제한된 네트워크 대역폭을 갖는 VOD 서버를 위한 효율적인 스무딩 알고리즘)

  • Lee Myoun-Jae;Park Do-Soon
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06d
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    • pp.61-63
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    • 2006
  • 스무딩은 가변 비트율로 저장된 비디오 데이터를 클라이언트로 전송할 때 일련의 고정 비트율로 전송할 수 있도록 전송 계획을 세우는 것이다. 이러한 스무딩 알고리즘들에는 CBA, MCBA, MVBA, PCRTT, e-PCRTT 알고리즘 등이 있다. 그러나 이 알고리즘들에서는 전송률 감소량의 최대화를 고려하지 않아서 새로운 구간에서 전송률의 감소가 요구되는 경우에 서버에서 제공할 수 있는 여분의 대역폭에 대한 효율적인 사용을 어렵게 할 수 있다. 따라서, 본 논문에서는 제한된 네트워크 대역폭을 갖는 VOD 서버에서 보다 많은 비디오 데이터를 서비스 할 수 있게 하기 위하여 새로운 구간의 전송률의 감소가 요구되는 경우에는 전송률 감소량을 최대로 하고 새로운 구간의 전송률의 증가가 요구되는 경우에는 전송률 증가량을 최소로 하는 스무딩 알고리즘을 제안하고 성능을 평가한다. 제안 알고리즘의 성능은 Final Four 비디오 소스를 이용하여 첨두 전송률, 전송률 변화 횟수, 평균 전송률 증가량, 평균 전송률 감소량을 비교 분석하였다.

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Smoothing Algorithm Considering Peak Rate Utilization in IoT Environment (IoT 환경에서 첨두 전송률 이용률을 고려한 스무딩 알고리즘)

  • MyounJae Lee
    • Journal of Internet of Things and Convergence
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    • v.10 no.4
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    • pp.21-26
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    • 2024
  • The transmission of video data stored on a video server to a large number of clients with finite buffer sizes requires a transmission plan that considers factors such as the number of rate changes, peak rate, and the amount of rate variability. Such transmission plans are referred to as smoothing algorithms, examples of which include CBA, MCBA, and MVBA. This study proposes an algorithm to reduce the utilization of the peak rate and evaluates the performance of the proposed algorithm. The evaluation factors include the number of rate changes, peak rate, rate variability, buffer utilization, average rate, and peak rate utilization. The evaluation results show that the proposed algorithm exhibits lower buffer utilization, average rate, and peak rate utilization compared to the MVBA algorithm.

Performance Analysis of Best Relay Selection in Cooperative Multicast Systems Based on Superposition Transmission (중첩 전송 기반 무선 협력 멀티캐스트 시스템에서 중계 노드 선택 기법에 대한 성능 분석)

  • Lee, In-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.3
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    • pp.520-526
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    • 2018
  • In this paper, considering the superposition transmission-based wireless cooperative multicast communication system (ST-CMS) with multiple relays and destinations, we propose a relay selection scheme to improve the data rate of multicast communication. In addition, we adopt the optimal power allocation coefficient for the superposition transmission to maximize the data rate of the proposed relay selection scheme. To propose the relay selection scheme, we derive an approximate expression for the data rate of the ST-CMS, and present the relay selection scheme using only partial channel state information based on the approximate expression. Moreover, we derive an approximate average data rate of the proposed relay selection scheme. Through numerical investigation, comparing the average data rates of the proposed relay selection scheme and the optimal relay selection scheme using full channel state information, we show that the proposed scheme provides extremely similar performance to the optimal scheme in the high signal-to-noise power ratio region.

Performance Evaluation of Smoothing Algorithm for Efficient Use of Network Resources in IoT environments (IoT 환경에서 네트워크 자원의 효율적인 사용을 위한 스무딩 알고리즘의 성능평가)

  • Lee, MyounJae
    • Journal of Internet of Things and Convergence
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    • v.7 no.2
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    • pp.47-53
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    • 2021
  • In order to transmit video data stored in servers with limited bandwidth in IoT environments to many clients, a transmission plan must be established by considering factors such as the number of transmission rate changes, peak transmission rate, and transmission rate changes. This transmission plan is called smoothing, and includes CBA that minimizes the number of transmission rate increases, MCBA that minimizes the number of transmission rate changes, and MVBA to minimize the transmission rate changes. In this work, to evaluate the performance of the proposed algorithm[16], we compare the proposed algorithm with the existing smoothing algorithms with the peak rate, the number of transmission rate changes, the rate increase, the peak rate utilization, and the average transmission rate with various video data and buffer sizes. The evaluation results show that the proposed algorithm helps to efficiently use the server's finite network resources by establishing a transport plan with the lowest average transfer rate.

Performance Evaluation of Improved e-PCRTT Algorithms (개선된 e-PCRTT 알고리즘들의 성능 분석)

  • Myoun-Jae Lee;Do-Soon Park
    • Proceedings of the Korea Information Processing Society Conference
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    • 2008.11a
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    • pp.1236-1239
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    • 2008
  • 적응형 대역폭 할당 방법에서는 가변 비트율의 비디오 데이터에 대해 스무딩 알고리즘을 사용하여 전송 계획을 세우고, 이 계획에 따라 데이터를 네트워크 트래픽을 고려하여 전송한다. 그러나, 새로운 구간에서 높은 전송률이 요구될 수 있는 개선된 e-PCRTT 알고리즘[4]를 이 방법에서의 전송 계획으로 그대로 사용하려는 경우 가용 전송률이 낮은 경우에는 폐기되는 프레임의 양이 많아질 수 있다. 이를 개선한 알고리즘[5]에서는 언더플로우 경계선과 오버플로우 경계선의 중간에서 전송률이 변화되지만, 전송률의 증가가 필요한 경우에는 전송률 증가 양을 최소로 한다. 본 논문에서는, 개선된 e-PCRTT 알고리즘[4]와 이를 다시 개선한 알고리즘[5]의 성능을 평가하기 위하여 E.T.90 비디오 데이터를 사용하여, 첨두 전송률, 평균 전송률 증가양, 폐기되는 프레임 양을 비교하였다.

Performance Analysis of Transmission rate Scheduling Schemes for non-real Service in Burst-Switching (DS/CDMA) System (버스트 교환 방식 CDMA 시스템에서의 패킷 데이터 서비스를 위한 전송률 스케줄링 기법 비교 분석)

  • 김미정;김수원
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.5A
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    • pp.574-582
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    • 2004
  • This paper shows the performance comparisons of several different rate scheduling schemes for non-real time data service over the uplink of burst switching-based direct sequencecode division multiple access (DS/CDMA) system to support the integrated voice/data service. The closed-form solution of optimal scheduling formulation, which minimizes average transmission delay when all of the active data users are transmitting simultaneously, is presented and mathematical analyses with other rate scheduling schemes, which provide efficiency criterion of transmission delay for rate scheduling schemes, are performed. Numerical results show the analyses explicitly.

Average Data Rate Analysis for Data Exchanging Nodes via Relay by Concurrent Transmission (데이타 교환 노드의 동시 전송 릴레이 이용을 위한 평균 데이터 전송률 분석)

  • Kwon, Taehoon
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.6
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    • pp.638-644
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    • 2018
  • Relay systems have recently gained attentions because of its capability of cell coverage extension and the power gain as the one of key technologies for 5G. Relays can be exploited for small-cell base stations and the autonomous network, where communication devices communicate with each other cooperatively. Therefore, the relay technology is expected to enable the low power and large capacity communication. In order to maximize the benefits of using a limited number of relays, the efficient relay selection method is required. Especially, when two nodes exchange their data with each other via relay, the relay selection can maximize the average data rate by the spatial location of the relay. For this purpose, the average data rate is analyzed first according to the relay selection. In this paper, we analyzed the average data rate when two nodes exchange their data via dual-hop decode and forward relaying considering the interference by the concurrent transmission under Nakagami-m fading channel. The correctness of the analysis is verified by the Monte Carlo simulation. The results show that the concurrent transmission is superior to the non-concurrent transmission in the high required data rate region rather than in the low required data rate region.