• Title/Summary/Keyword: 커버리지 확률

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이항 모수의 Blyth-Still 신뢰구간에 대한 소고

  • Yu, Seong-Mo
    • Proceedings of the Korean Statistical Society Conference
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    • 2002.11a
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    • pp.227-230
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    • 2002
  • 표본의 크기가 작을 경우에 이항분포의 모수에 대한 신뢰구간을 구하는 대표적인 방법으로는 Clopper-Pearson 방법과 Blyth-Still 방법이 있다. Clopper-Pearson 방법에 의한 신뢰구간은 이항 모수가 포함되는 커버리지 확률이 목표로 하는 신뢰수준보다 상대적으로 크다는 문제점이 있다. Blyth-Still 방법은 이러한 문제점을 개선시켰다. 그러나, Blyth-Still에 의해서 표로 보고된 신뢰구간을 적용할 경우 표본의 크기와 이항 모수의 값에 따라서 커버리지 확률이 목표하는 신뢰수준보다 작은 경우가 발생한다. 그러나, 이는 Blyth-Still 방법 자체의 문제점이 아니며 단지 보고된 표의 유의한 소수점 자릿수와 관계가 있다. 본 논문은 Blyth-Still 방법에 의한 좀 더 정확한 신뢰구간을 제시한다.

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Coverage Scheduling control Algorithm in MANET (모바일 에드 혹 네트워크에서 커버리지 스케쥴링 제어 알고리즘)

  • Oh, Young-jun;Lee, Kang-whan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.848-850
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    • 2014
  • Mobile Ad hoc Networks(MANET) is consist of node that has mobility, MANET build cluster formation for using energy efficient. In existing LEACH algorithm elect cluster head node in coverage area by distribution function. However, when the cluster head node, that elected by distribution function, is divided coverage area unevenly, the network can't consumption energy efficiency. To solve this problem, we proposed CSWC(Coverage Scheduling Weight-value Control) algorithm. When the coverage area is divided nonchalance, proposed algorithm increased number of hops, that determines coverage area, for balance coverage area. As the result proposed algorithm is set balance coverage area, the network consumption energy efficiency.

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Impact of Sensing Models on Probabilistic Blanket Coverage in Wireless Sensor Network (무선 센서 네트워크에서 Probabilistic Blanket Coverage에 대한 센싱 모델의 영향)

  • Pudasaini, Subodh;Kang, Moon-Soo;Shin, Seok-Joo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.7A
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    • pp.697-705
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    • 2010
  • In Wireless Sensor Networks (WSNs), blanket (area) coverage analysis is generally carried to find the minimum number of active sensor nodes required to cover a monitoring interest area with the desired fractional coverage-threshold. Normally, the coverage analysis is performed using the stochastic geometry as a tool. The major component of such coverage analysis is the assumed sensing model. Hence, the accuracy of such analysis depends on the underlying assumption of the sensing model: how well the assumed sensing model characterizes the real sensing phenomenon. In this paper, we review the coverage analysis for different deterministic and probabilistic sensing models like Boolean and Shadow-fading model; and extend the analysis for Exponential and hybrid Boolean-Exponential model. From the analytical performance comparison, we demonstrate the redundancy (in terms of number of sensors) that could be resulted due to the coverage analysis based on the detection capability mal-characterizing sensing models.

Distributed File Placement and Coverage Expansion Techniques for Network Throughput Enhancement in Small-cell Network (소형셀 네트워크 전송용량 향상을 위한 분산 파일저장 및 커버리지 확장 기법)

  • Hong, Jun-Pyo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.1
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    • pp.183-189
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    • 2018
  • This paper proposes distributed file placement and coverage expansion techniques for mitigating the traffic bottleneck in backhaul for small-cell networks. In order to minimize the backhaul load with limited memory space, the proposed scheme controls the coverage and file placement of base station according to file popularity distribution and memory space of base stations. In other words, since the cache hit ratio is low when there is small memory capacity or widespread file popularity distribution, the base stations expand its coverage and cache different set of files for the user located in overlapped area to exploit multiple cached file sets of base stations. Our simulation results show that the proposed scheme outperforms the conventional cache strategy in terms of network throughput when there is small memory capacity or widespread file popularity distribution.

A Scheduling Scheme under Probabilistic Coverage Model (확률 커버리지 모델 기반의 스케줄링 기법)

  • Kim, Chan-Myung;Kang, In-Seok;Han, Youn-Hee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.11a
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    • pp.556-559
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    • 2011
  • CTC(Connected Target Coverage)문제는 주어진 전체 타겟을 관측하고 관측한 데이터를 싱크노드까지 전송하는데 관여하는 센서집합의 개수를 최대화하여 네트워크 수명을 최대화하는 문제이다. 본 논문은 센서가 타겟을 관측할 확률이 타겟과의 거리에 영향을 받는다고 가정하는 확률 커버리지 모델을 기반으로 CTC문제에 접근한다. CTC문제를 해결하기 위해 휴리스틱 알고리즘인 CWGC-PM 알고리즘을 제안하고 시뮬레이션을 통해 알고리즘이 CTC문제를 해결하기에 적합함을 보인다.

Joint Coverage and Radio Resource Management Scheme for Cellular CDMA Systems (셀룰러 CDMA 시스템을 위한 커버리지와 무선자원의 결합형 관리 기법)

  • Youm Dong Hwa;Uh Yoon;Kang Chang Soon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.10A
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    • pp.1139-1146
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    • 2004
  • An abrupt increase of traffic-load in cellular CDMA systems can cause overload, as a result, degrade the quality of service (QoS) and the spectrum utilization due to lacking radio resources in base stations. In this paper, we propose a joint coverage and resource management (JCRM) scheme which can improve the QoS degradation and the spectrum utilization. The JCRM scheme hands over the overloaded traffic to neighboring cells by virtually reducing overloaded cell coverage and extending neighboring cell coverage, as well the scheme allocates radio resources based on the necessary handover probability. The proposed scheme can be applied to the existing cellular CDMA systems as well as adaptive coverage management schemes for next generation mobile communication systems.

Multicast Coverage Prediction in OFDM-Based SFN (OFDM 기반의 SFN 환경에서의 멀티캐스트 커버리지 예측)

  • Jung, Kyung-Goo;Park, Seung-Young
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.3A
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    • pp.205-214
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    • 2011
  • In 3rd generation project partnership long term evolution, wireless multicast techniques which send the same data to multiple users under single frequency networks have attracted much attention. In the multicast system, the transmission mode needs to be selected for efficient data transfer while satisfying the multicast coverage requirement. To achieve this, users' channel state information (CSI) should be available at the transmitter. However, it requires too much uplink feedback resource if all the users are allowed to transmit their CSI at all the time. To solve this problem, in this paper, the multicast coverage prediction is suggested. In the proposed algorithm, each user measures its transition probabilities between the success and the fail state of the decoding. Then, it periodically transmits its CSI to the basestation. Using these feedbacks, the basestation can predict the multicast coverage. From the simulation results, we demonstrate that the proposed scheme can predict the multicast system coverage.

Capacity and Coverage according to Calculations of the Erlang Capacity in the Reverse Link of a DS/CDMA System (DS/CDMA 시스템의 역방향 링크에서 얼랑용량 계산에 따른 사용자 수와 셀 커버리지)

  • Kwon, Young-Soo;Kim, Hang-Rae;Kim, Nam
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.13 no.9
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    • pp.947-955
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    • 2002
  • In this paper, we derive an outage probability for the Erlang capacity and the link margin respectively, calculate them with the same parameters and outage probability, and then analyze a capacity and cell coverage in city, suburban, and open area. So, the Erlang capacity is more real than in a cell, and the cell coverage can be calculated with high reliability by the margin. When the $E_b/N_o$ decreases from 7 dB to 5 dB within the outage probability of 5 %, it is observed that the capacity is increased from 18 Erlang to 31 Erlang with the same margin of 2.8 dB, then the coverage is increased to 0.4 km, 1 km, and 2.5 km in city, suburban, and open area respectively. Also if the outage probability is decreased from 5 % to 2 % in case of $E_b/N_o$ of 5 dB, the result shows a very reliable link with additional increment of 0.88 dB in the margin and a high QoS (quality of service) within decrement of 0.15 km, 0.5 km, and 1.5 km for the same areas with decrement of 3 Erlang from 31 Erlang.

Cell Coverage Based on Calculation of the Voice-Data Erlang Capacity in a WCDMA Reverse Link with Multi-rate Traffic (WCDMA 역방향 링크에서 다중속도 트래픽에 따른 음성/데이터 얼랑용량 계산과 셀 커버리지)

  • Kwon, Young-Soo;Han, Tae-Young;Kim, Nam
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.15 no.4
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    • pp.387-396
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    • 2004
  • A scheme to evaluate the number of users and cell coverage of a WCDMA supporting multi-rate traffic is newly presented through calculation of the realizable Erlang capacity from a derived blocking probability and the path loss from the COST231 Walfisch-Ikegami(W) model. We evaluate the voice-data Erlang capacities at various data rates of 15 kbps to 960 kbps and it is shown that they have a linear relationship to each other. When the E$\_$b//N$\_$o/ is low from 4 ㏈ to 3 ㏈ in case of voice capacity of 50 Erlang at 8 kbps, the result shows the increase for the data capacity of 10 Erlang and the enlargement of 100 m for the cell coverage at low rate of 15 kbps, and the increase of 0.11 Erlang and the enlargement of 40 m at high rate of 960 kbps. The increase of the blocking probability results in the increase of the Erlang capacity, but not an effect on the cell coverage, and the increase of active users in a cell results in the decrease of the coverage.

Performance Analysis of Mobile Multi-hop Relay Uplink System in Multicell Environments (멀티셀 환경에서 Mobile Multi-hop Relay 상향링크 시스템의 성능 분석)

  • Kim, Seung-Yeon;Kim, Se-Jin;Lee, Hyong-Woo;Ryu, Seung-Wan;Cho, Choong-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.4A
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    • pp.394-400
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    • 2010
  • Mobile Multi-hop Relaying (MMR) system can provide increased system capacity of wireless access network by coverage extension and enhanced transmission rate within the Base Station (BS) coverage area. The previous researches for the MMR system with a non-transparent mode Relay Station (RS) do not consider channel selection procedure of Mobile Station (MS), co-channel interference and Multi-hop Relay Base Station (MR-BS) coverage and RS coverage ratio in MMR system. In this paper, we investigate the performance of MMR uplink system in multicell environments with various topologies. The performance is presented in terms of call blocking probability, channel utilization, outage probability and system throughput by varying offered load. It is found that, for certain system parameters, the MMR uplink system achieve the maximum system throughput when MR-BS coverage to RS coverage ratio is 7.