• 제목/요약/키워드: blocking probabilities

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Dynamic Channel Allocation Control with thresholds in Wireless Cellular Networks using Simpy

  • Cao, Yang;Ro, Cheul-Woo
    • International Journal of Contents
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    • 제8권2호
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    • pp.19-22
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    • 2012
  • New and handoff calls control mechanisms are the key point to wireless cellular networks. In this paper, we present an adaptive algorithm for dynamic channel allocation scheme with guard channels and also with handoff calls waiting queue ensuring that handoff calls take priority over new calls. Our goal is to find better tradeoff between handoffs and new calls blocking probabilities in order to achieve more efficient channel utilization. Simpy is a Python based discrete event simulation system. We use Simpy to build our simulation models to get analytical data.

제한된 크기의 버퍼를 가진 생산 시스템의 분석 (Analysis of Transfer Lines with Finite Storage Buffers)

  • 허성관;하정진
    • 산업경영시스템학회지
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    • 제15권26호
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    • pp.151-157
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    • 1992
  • This paper presents a method for analyzing the transfer lines with finite storage buffers. Each machine spends a random amount of time processing each material. This transfer line can be modeled by the tandem queueing system with finite buffers. The great dimensionality of the state space renders the analysis of such system a formidable task. We propose an efficient algorithm to obtain the marginal state probabilities based on the exact algorithm for the two-machine system. Other performance measures, such as the utilization, the blocking probability, the average sojourn time, and the average queue length, can be easily calculated.

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핸드오프호를 고려한 OFDMA 무선통신시스템의 확률적 트래픽모형 (Queueing Traffic Model of Giving a Priority to Handoff Calls in OFDMA Wireless Communication Systems)

  • 백천현
    • 한국경영과학회지
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    • 제36권3호
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    • pp.45-59
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    • 2011
  • OFDMA systems have been expected to be widely used to provide multimedia services over wireless channels. To evaluate performance of the OFDMA system, power should be considered as system resource as well as subcarriers. This study propose a queueing traffic model incorporating two kinds of resources (power and subcarriers), and an extended model giving a priority to handoff calls over new calls. Some extensive experiments are conducted to illustrate the usefulness of the proposed traffic model.

Batch입력 팻킷교환망에 있어서 유한 길이 큐의 특성에 관한 연구

  • 이근식;이재호
    • 한국통신학회:학술대회논문집
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    • 한국통신학회 1986년도 춘계학술발표회 논문집
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    • pp.156-159
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    • 1986
  • In this paper, we discribed characteristics of two buffer which are limited area in packet communication networks, we selected JSQ(Join the Shortest Queue) method for buffrt management and compared it with single, random methods. The blocking probabilities of massage using JSQ method is decreased about (2.5 times) in compared with that of single queue method and (0.5 times) in random selection method. This results could be used in designing packet switching communication networks.

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셀룰라 시스템에서 멀티미디어 서비스를 위한 호 수락제어 기법 연구 (Call Admission Schemes for Multimedia Services in CDMA Cellular Systems)

  • 최성구
    • 한국통신학회논문지
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    • 제31권3B호
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    • pp.232-238
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    • 2006
  • 본 논문에서는 셀룰러 시스템에서 다양한 특성을 갖는 밀티미디어 서비스에 우선순위를 각각 부여하여 효율적으로 제어하여 핸드오버 서비스나 신규 서비스에 대한 블록킹 확률을 최소화하는 호 수락제어 기법을 제안하였다. 본 알고리즘은 비실시간 서비스들이 대역폭을 공유하는 Packing 방식, Queuing 방식, Power reallocation 방식의 호 수락 제어 방법에 관한 것으로 비실시간 서비스들의 트래픽 특성에 따라 공유 대역폭을 할당하고 남은 잉여 자원을 우선순위가 높은 실시간 서비스에게 제공하여 QoS를 보장하였다. 본 논문에서 성능판단 파라메타로는 블록킹 확률과 강제절단 확률을 설정하였고 다양한 형태의 멀티미디어 트래픽에 대해서 블록킹 확률과 강제절단 확률을 시뮬레이션을 통하여 각각 비교 분석하였다.

Kalman-Filter를 이용한 음성트래픽 예측 및 회선 교환 격자 구조망 성능 평가 (Voice Traffic Estimation using Kalman-filtering and Performance Evaluation of a Circuit Switched Network with Grid Topology)

  • 문경덕;이정규
    • 한국통신학회논문지
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    • 제17권5호
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    • pp.452-459
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    • 1992
  • 본 논문에서는 kalman-filter 방법을 이용하여 향후 수년간의 음성 트래픽 양을 예측하고, 이 값들을 이용하여 격자 구조로 구성된 회선 교환망에서의 성능을 평가하였다. Kalman-filter 방법은 특적 오차와 모델링 오차를 고려해서 시스템의 상태를 예측하기 때문에 다른 예측 방법들보다 정확하게 시스템의 상태를 예측할 수 있다. 격자 구조 회선 교환망은 우회 경로가 존재하므로 노드들이 다른 구조로 구성되어 있는 통신망보다 높은 신뢰도를 가진다. 본 논문에서는 향 후 수 년간의 예측된 음성 통화량을 이용하여, 회선 교환망 성능 평각의 근간이 되는 호차단(call blocking)확률을 구했다.

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신규호에 대한 지체가 허용된 셀룰라 이동통신시스템에서 최적 호제어 연구 (Optimal Call Control Strategies in a Cellular Mobile Communication System with a Buffer for New Calls)

  • Paik, Chun-hyun;Chung, Yong-joo;Cha, Dong-wan
    • 한국경영과학회지
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    • 제23권3호
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    • pp.135-151
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    • 1998
  • The demand of large capacity in coming cellular systems makes inevitable the deployment of small cells, rendering more frequent handoff occurrences of calls than in the conventional system. The key issue is then how effectively to reduce the chance of unsuccessful handoffs, since the handoff failure is less desirable than that of a new call attempt. In this study, we consider the control policies which give priority to handoff calls by limiting channel assignment for the originating new calls, and allow queueing the new calls which are rejected at their first attempts. On this system. we propose the problem of finding an optimal call control strategy which optimizes the objective function value, while satisfying the requirements on the handoff/new call blocking probabilities and the new call delay. The objective function takes the most general form to include such well-known performance measures as the weighted average carried traffic and the handoff call blocking probability. The problem is formulated into two different linear programming (LP) models. One is based on the direct employment of steady state equations, and the other uses the theory of semi-Markov decision process. Two LP formulations are competitive each other, having its own strength in the numbers of variables and constraints. Extensive experiments are also conducted to show which call control strategy is optimal under various system environments having different objective functions and traffic patterns.

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부하량에 제한이 있는 M/G/1 시스템의 근사법 (An Approximation of the M/G/1 System with Finite Workload Capacity)

  • 이형중;허선
    • 대한산업공학회지
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    • 제29권3호
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    • pp.247-252
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    • 2003
  • We propose an approximation of the M/G/1 system with finite workload capacity, where those customers whose admission to the system would increase the workload beyond a prespecified finite capacity limit are not accepted. Our approximation method is based on the idea that the service time of a customer in the M/G/1 system can be approximated as the sum of service times of a batch of customers in the $M^X/d/1$ system where the deterministic service time d is small enough. That is, the original service time is discretized and approximated by the batch size. We exemplified our method by obtaining the average workload of the M/M/1 system by means of the $M^X/d/1$ system, where the batch size is geometric. In addition, the approximate blocking probabilities of the M/M/1 and $M/E_k/1$ system with finite workload capacities are sought. The proposed method turns out to give a good approximation, which is compared with a simulation.

Models for Internet Traffic Sharing in Computer Network

  • Alrusaini, Othman A.;Shafie, Emad A.;Elgabbani, Badreldin O.S.
    • International Journal of Computer Science & Network Security
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    • 제21권8호
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    • pp.28-34
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    • 2021
  • Internet Service Providers (ISPs) constantly endeavor to resolve network congestion, in order to provide fast and cheap services to the customers. This study suggests two models based on Markov chain, using three and four access attempts to complete the call. It involves a comparative study of four models to check the relationship between Internet Access sharing traffic, and the possibility of network jamming. The first model is a Markov chain, based on call-by-call attempt, whereas the second is based on two attempts. Models III&IV suggested by the authors are based on the assumption of three and four attempts. The assessment reveals that sometimes by increasing the number of attempts for the same operator, the chances for the customers to complete the call, is also increased due to blocking probabilities. Three and four attempts express the actual relationship between traffic sharing and blocking probability based on Markov using MATLAB tools with initial probability values. The study reflects shouting results compared to I&II models using one and two attempts. The success ratio of the first model is 84.5%, and that of the second is 90.6% to complete the call, whereas models using three and four attempts have 94.95% and 95.12% respectively to complete the call.

Stochastic Petri Nets Modeling Methods of Channel Allocation in Wireless Networks

  • Ro, Cheul-Woo;Kim, Kyung-Min
    • International Journal of Contents
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    • 제4권3호
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    • pp.20-28
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    • 2008
  • To obtain realistic performance measures for wireless networks, one should consider changes in performance due to failure related behavior. In performability analysis, simultaneous consideration is given to both pure performance and performance with failure measures. SRN is an extension of stochastic Petri nets and provides compact modeling facilities for system analysis. In this paper, a new methodology to model and analyze performability based on stochastic reward nets (SRN) is presented. Composite performance and availability SRN models for wireless handoff schemes are developed and then these models are decomposed hierarchically. The SRN models can yield measures of interest such as blocking and dropping probabilities. These measures are expressed in terms of the expected values of reward rate functions for SRNs. Numerical results show the accuracy of the hierarchical model. The key contribution of this paper constitutes the Petri nets modeling techniques instead of complicate numerical analysis of Markov chains and easy way of performance analysis for channel allocation under SRN reward concepts.