• Title/Summary/Keyword: QoS evaluation

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Deep Reinforcement Learning-Based C-V2X Distributed Congestion Control for Real-Time Vehicle Density Response (실시간 차량 밀도에 대응하는 심층강화학습 기반 C-V2X 분산혼잡제어)

  • Byeong Cheol Jeon;Woo Yoel Yang;Han-Shin Jo
    • Journal of IKEEE
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    • v.27 no.4
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    • pp.379-385
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    • 2023
  • Distributed congestion control (DCC) is a technology that mitigates channel congestion and improves communication performance in high-density vehicular networks. Traditional DCC techniques operate to reduce channel congestion without considering quality of service (QoS) requirements. Such design of DCC algorithms can lead to excessive DCC actions, potentially degrading other aspects of QoS. To address this issue, we propose a deep reinforcement learning-based QoS-adaptive DCC algorithm. The simulation was conducted using a quasi-real environment simulator, generating dynamic vehicular densities for evaluation. The simulation results indicate that our proposed DCC algorithm achieves results closer to the targeted QoS compared to existing DCC algorithms.

Performance Evaluation of Throughput of 802.11e MAC Protocol for Supporting Internet QoS (인터넷 트래픽의 QoS 지원을 위한 802.11e MAC 프로토콜의 트래픽 처리율 성능평가)

  • Byun, Tae-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.3
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    • pp.446-452
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    • 2006
  • In this paper, I evaluated the throughput of various multimedia traffic by using computer simulation over wireless LAN environment based on 802.11e MAC protocol. The number of mobile terminals which generate various traffic and have different Internet QoS varies to improve the reliability of performance evaluation by simulation. Therefore, we investigate throughput of traffic that each mobile terminal generates. I expect that the result of study will be utilized as a fundamental data to control priorities of various types of traffic in case of formulating a scheduling policy supporting a variety of Internet QoS over wired and wireless networks.

QoS Analysis of 3GPP Service based on PBMN and DiffServ (PBNM과 DiffServ 적용한 3GPP 서비스의 QoS 해석)

  • Song, Bok-Sob;Kim, Jeong-Ho
    • The Journal of the Korea Contents Association
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    • v.11 no.12
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    • pp.570-577
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    • 2011
  • In this paper, Policy-based QoS in 3GPP service network management techniques are not applied to the DiffServ technology is applied to the first interpretation. The next PBNM and DiffServ associated technologies by applying QoS performance improvement is verified. In this case that PBNM and DiffServ technology is applied, the amount of voice traffic reduced about 1 msec while best-effort traffic occurs 75 percent of the output link capacity. Also, video traffic which is the same as data traffic showed a decreased $0\sim10^{-4}$ packet loss rate than the case that DiffServ technology is applied. We apply the appropriate policy PBNM and DiffServ QoS mechanisms of the existing set of policies is not affected, just by using the appropriate 3GPP Service QoS level to suit the network operation, management can do that was found. This analytical method based on the University of California at Berkeley through NS-2 DiffServ technology into existing systems and next-generation networks mandated PBNM and DiffServ technology is applied to performance evaluation for the case.

QoS Adaptive Flow based Active Queue Management Algorithm and Performance Analysis (QoS 적응형 플로우 기반 Active Queue Management 알고리즘 및 성능분석)

  • Kang, Hyun-Myoung;Choi, Hoan-Suk;Rhee, Woo-Seop
    • The Journal of the Korea Contents Association
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    • v.10 no.3
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    • pp.80-91
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    • 2010
  • Due to the convergence of broadcasting and communications, IPTV services are spotlighted as the that next-generation multimedia services. IPTV services should have functionality such as unlimited channel capacity, extension of media, QoS awareness and are required increasing traffic and quality control technology to adapt the attributes of IPTV service. Consequently, flow based quality control techniques are needed. Therefore, many studies for providing Internet QoS are performed at IETF (Internet Engineering Task Force). As the buffer management mechanism among IP QoS methods, active queue management method such as RED(Random Early Detection) and modified RED algorithms have proposed. However, these algorithms have difficulties to satisfy the requirements of various Internet user QoS. Therefore, in this paper we propose the Flow based AQM(Active Queue Management) algorithm for the multimedia services that request various QoS requirements. The proposed algorithm can converge the packet loss ratio to the target packet loss ratio of required QoS requirements. And we present a performance evaluation by the simulations using the ns-2.

SNMP Information based Hierarchical Routing Mechanism for Fast Handoff in Mobile IP (모바일 IP에서 Fast Handoff를 위한 SNMP 정보 기반 계층 라우팅 메커니즘)

  • 류상훈;박수현;이이섭;장한이;백두권
    • Journal of KIISE:Information Networking
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    • v.31 no.2
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    • pp.131-145
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    • 2004
  • Mobile IP has been designed only to maintain communications as mobile devices move from a place to a place, so it does not guarantee Quality of Service (QoS). Hierarchical MIPv6 improved QoS somewhat using Mobility Anchor Point(MAP), but QoS guarantee problem still remains. QoS in mobile IP is important to provide multimedia and real-timeapplications services in a mobile environment, and QoS is closely related to handoff delay. Therefore, handoff delay problem is actively studied as a main issue in mobile IP research area to guarantee QoS. In this paper, we suggest SNMP Information-based routing that adds keyword management method to Information-based routing in an active network in order to resolve such a problem, Suggested QoS controlled method and existing handoff method, simulations are carried out with NS-2 for performance evaluation. The results of simulations show an improvement on handoff delay, and consequently the QoS improvement.

High Performance QoS Multicast Routing Scheme for Real-Time Mobile Multimedia Applications in Wireless Mesh Networks (무선메쉬네트워크에서 실시간 이동 멀티미디어 응용을 위한 고성능 QoS 멀티캐스트 라우팅 기법)

  • Kang, Moonsik
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.6
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    • pp.85-94
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    • 2015
  • In this paper, an enhanced QoS multicast routing scheduling scheme is proposed to adapt to a dynamic mobile traffic condition for wireless mesh networks (WMNs). It handles the network QoS by controlling the delay constraints for multimedia applications. The group size will be controlled according to both the current network state and QoS requirements. The dynamic reconstruction of QoS multicast tree can be obtained from preprocessing with both the partial multicast routing scheme and the traffic estimation. Performance evaluation of the proposed scheme is carried out on randomly generated graph derived from the wireless mesh network, by choosing the optimal value related to the appropriate delay bounds. Simulation results show that the proposed scheme can improve the performance of QoS multicast routing for WMNs.

Design of QoS Supporting Mechanism using Openflow Protocol in Wireless Mesh Network Environments (무선 매시 네트워크 환경에서 오픈플로우 프로토콜을 이용한 QoS 지원 기법 설계)

  • Kang, Yong-Hyeog;Kim, Moon Jeong;Kim, Su-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.9
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    • pp.34-41
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    • 2017
  • Wireless mesh networks contain multi-hop routing protocols between wireless nodes and are connected to the Internet through a gateway. These networks perform a role as a backbone and are scalable for main applications. We propose the design of QoS supporting mechanisms for wireless mesh networks using software defined networking. Our proposed scheme is cost-effective and features adaptive QoS mechanisms for wireless router's resource constraints. The QoS mechanisms use software defined networking technology with Openflow protocol based on diffserv and intserv models with MPLS mechanism and RSVP respectively. A performance evaluation model is suggested to verify the validity of the proposed scheme using several QoSmetrics of the wireless mesh networks.

QoS controlled handoff by SNMP information-based routing in active network (액티브 네트워크에서 SNMP 정보기반 라우팅을 이용한 핸드오프 QoS 향상 기법)

  • Jang, Hani;Park, Soo-Hyun;Baik, Doo-Kwon
    • The KIPS Transactions:PartC
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    • v.9C no.6
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    • pp.883-892
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    • 2002
  • Mobile IP has been designed only to maintain communications as they move from place to place, so it doesn't guarantee Quality of Service (QoS). QoS in mobile IP is important to provide multimedia and real-time applications services in mobile environment, and it is closely related to handoff delay. Therefore, handoff delay problem is actively studied to guarantee QoS as a main issue in mobile IP research area. In this paper, we suggest SNMP Information-based routing that adds keyword management method to Information-based routing in active network in order to resolve such a problem, and then suggest QoS controlled handoff based on SNMP Information-based routing. After modeling of suggested method and existing handoff method, simulations are carried out with NS -2 for performance evaluation. The results of simulations show the some improvement on handoff delay, and therefore on QoS improvement.

QoS Guaranteed Handover Scheme for Global Roaming in Heterogeneous Proxy Mobile IPv6 Networks (이기종 프록시 이동(모바일) IPv6 네트워크에서 QoS가 보장된 글로벌 로밍 핸:드오버 방식)

  • Go, Kwang-Sub;Kim, Soo-Hyun;Kim, Mi-Sun;Mun, Young-Song
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.49 no.1
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    • pp.1-10
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    • 2012
  • Mobility and quality of service (QoS) are becoming the more important issues in wireless communications. The traditional Internet service is expanding into new access media and applications. Since wireless communication services are accompanied by frequent handovers at remote sites, scalable and fast handover has become a prerequisite for ubiquitous communication. In this paper, the differentiated service (Diffserv) model is deployed in heterogeneous proxy mobile IPv6 (PMIPv6) networks to satisfy the QoS guaranteed service and fast handover requirements. The operational procedures for QoS guaranteed global roaming are presented. In addition, QoS management and handover cost evaluation schemes based on a mobile host's movement scope are proposed. This paper analyzes the reduction in handover delay in a network-based localized mobility management framework. We propose and analyze a PMIPv6 optimized with a global mobile access gateway (G-MAG), which is a network-based entity, to further improve the handover performance in terms of handover delay while maintaining minimal signaling overhead in the air interface among converged heterogeneous wireless networks. The handover signaling procedures with host-based MIPv6 are compared with network-based proxy MIPv6 (PMIPv6) and fast PMIPv6 assisted by G-MAG to show how much handover delay reduction can be achieved. Analytical results show that the handover delay is significantly reduced.

A QoS Evaluation of the Fuzzy Seamless Communication Method for Mobile Wireless Networks (이동 무선망을 위한 퍼지 무단절 통신 방법의 QoS 평가)

  • 김윤정;이경숙;배인한
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10c
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    • pp.105-107
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    • 2000
  • 유무선 고속 네트워크 기술을 통합한 새로운 컴퓨팅 환경을 이동 컴퓨팅이라 한다. 이동 사용자는 고속 네트워크 상에서 다양한 종류의 서비스를 액세스할 수 있을 것이다. 고속 네트워크에서 그러한 서비스들의 품질은 다수의 QoS 매개변수로 상세될 수 있다. 이동환경에서 가장 중요한 QoS 매개변수는 이동 사용자에게 단절 자유 서비스를 제공하는 무단절 통신의 보장이다. 서비스 단절은 활동적인 핸드오프에 의해 발생된다. 본 논문에서는 단절 자유 서비스에 대한 언어 QoS 보장을 제공하는 퍼지 무단절 통신 방법에서 무단절 정도와 이동 단말의 속도, 이동 편차, 셀의 직경에 따라 제공되는 무단절 서비스 확률의 정도를 평가한다.

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