• Title/Summary/Keyword: traffic-aware

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Evolution of Context Aware Services in Next Generation Mobile Service Environment (차세대 이동통신 서비스 환경에서의 상황 인식 서비스 진화)

  • Bae, Jung-Sook;Sihn, Gyung-Chul;Lee, Jae-Yong;Kim, Byung-Chul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10A
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    • pp.960-967
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    • 2006
  • Mobile communication is evolving toward next generation system that is capable to provide ubiquitous human-centric services with giving no restriction on time and location. In particular, context-awareness will be realized using various sensors and devices and related technologies under the ubiquitous Next Generation (NG) mobile communications environment where user's demand and surrounding context are changing dynamically. By such context awareness, context aware service which provides best suitable services for a user by analyzing user's needs and situational information, will be one of the promising NG mobile services. In this article, we propose NG mobile service environment with focusing on generic service traffic flows supported by the NG service platform which gives various means of connecting users and service providers. Then, we propose evolutional phases of context-aware services based on ranges of context information and evolutional trend of telecommunication technologies and networking environment in NG mobile service environment.

Protocol-Aware Radio Frequency Jamming inWi-Fi and Commercial Wireless Networks

  • Hussain, Abid;Saqib, Nazar Abbas;Qamar, Usman;Zia, Muhammad;Mahmood, Hassan
    • Journal of Communications and Networks
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    • v.16 no.4
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    • pp.397-406
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    • 2014
  • Radio frequency (RF) jamming is a denial of service attack targeted at wireless networks. In resource-hungry scenarios with constant traffic demand, jamming can create connectivity problems and seriously affect communication. Therefore, the vulnerabilities of wireless networks must be studied. In this study, we investigate a particular type of RF jamming that exploits the semantics of physical (PHY) and medium access control (MAC) layer protocols. This can be extended to any wireless communication network whose protocol characteristics and operating frequencies are known to the attacker. We propose two efficient jamming techniques: A low-data-rate random jamming and a shot-noise based protocol-aware RF jamming. Both techniques use shot-noise pulses to disrupt ongoing transmission ensuring they are energy efficient, and they significantly reduce the detection probability of the jammer. Further, we derived the tight upper bound on the duration and the number of shot-noise pulses for Wi-Fi, GSM, and WiMax networks. The proposed model takes consider the channel access mechanism employed at the MAC layer, data transmission rate, PHY/MAC layer modulation and channel coding schemes. Moreover, we analyze the effect of different packet sizes on the proposed jamming methodologies. The proposed jamming attack models have been experimentally evaluated for 802.11b networks on an actual testbed environment by transmitting data packets of varying sizes. The achieved results clearly demonstrate a considerable increase in the overall jamming efficiency of the proposed protocol-aware jammer in terms of packet delivery ratio, energy expenditure and detection probabilities over contemporary jamming methods provided in the literature.

An Efficient CBRP Based on Traffic Aware in Unbalanced Network (불균형 분포 네트워크에서 집중되는 트래픽을 고려한 효율적인 클러스터 기반 라우팅 프로토콜)

  • Hamm, Yong-gil;Kim, Yong-seok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.04a
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    • pp.672-673
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    • 2010
  • 애드 혹 네트워크는 모바일 노드의 이동성에 따라 특정 위치에 노드들이 집중 분포되는 형태를 보임으로써 부하가 집중되는 현상이 발생할 수 있다. 본 논문에서는 집중 분포되는 모바일 노드의 부하에 따라 능동적으로 대처함으로써 손실되는 패킷을 줄이고 종단 간 전송 속도를 향상 시키는 라우팅 알고리즘을 제안한다.

A Study on QoS-aware Wirelss LAN Protocols Adapting Channel Condition Variations (채널 특성 변화에 적응하며 QoS 보장이 가능한 무선 랜 프로토콜 연구)

  • Lee, Kye-Sang
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.245-248
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    • 2005
  • Wireless LANs based on the IEEE 802.11 standard are widely spread for use nowadays. Traffic which are conveyed over the WLANs change rapidly from normal data such as Email and Web pages, to multimedia data of high resolution video and voice. To meet QoS (Quality of Service) required by these multimedia traffic, the IEEE 802 committee recently has developed a new standard, IEEE 802.11e. Current IEEE 802.11e, however, is not sufficient to support service differentiations and network performance enhancements, under a varying network environment experiencing as varying channel characteristics and high network loads. Recently, there have been much research to complement this deficiency of 802.11e standard. This paper surveys these research efforts.

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Detection of Ship Movement Anomaly using AIS Data: A Study (AIS 데이터 분석을 통한 이상 거동 선박의 식별에 관한 연구)

  • Oh, Jae-Yong;Kim, Hye-Jin;Park, Se-Kil
    • Journal of Navigation and Port Research
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    • v.42 no.4
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    • pp.277-282
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    • 2018
  • Recently, the Vessel Traffic Service (VTS) coverage has expanded to include coastal areas following the increased attention on vessel traffic safety. However, it has increased the workload on the VTS operators. In some cases, when the traffic volume increases sharply during the rush hour, the VTS operator may not be aware of the risks. Therefore, in this paper, we proposed a new method to recognize ship movement anomalies automatically to support the VTS operator's decision-making. The proposed method generated traffic pattern model without any category information using the unsupervised learning algorithm.. The anomaly score can be calculated by classification and comparison of the trained model. Finally, we reviewed the experimental results using a ship-handling simulator and the actual trajectory data to verify the feasibility of the proposed method.

Adaptive Power Saving Protocol Based on Traffic Estimation for Wi-Fi Direct Networks (Wi-Fi Direct 망을 위한 부하량 예측 기반의 전력 절감 기법)

  • Yoo, Hongseok;Park, Yang-Woo;Lee, Chae-Soo;Yun, Tae-Jin
    • IEMEK Journal of Embedded Systems and Applications
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    • v.10 no.4
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    • pp.207-212
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    • 2015
  • Wi-Fi Direct allows battery powered mobile devices to form a wireless ad hoc network. Since one member of the network called Group Owner (GO) takes the role of managing the network, the network lifetime is mainly affected by the energy efficiency of GO. Hence, Wi-Fi Direct defines power saving schemes that allow GO to save the energy by turning off its radio interface during the periods called absence periods. However, the Wi-Fi Direct specification does not specify how to set parameters (denoted by PS parameters) determining the schedule of the absence periods. In this paper, we therefore propose a novel traffic-aware power saving scheme for Wi-Fi Direct networks. In particular, the proposed scheme estimates the application-level traffic load and adaptively tunes the PS parameters according to the estimated value.

Energy-Aware Hybrid Cooperative Relaying with Asymmetric Traffic

  • Chen, Jian;Lv, Lu;Geng, Wenjin;Kuo, Yonghong
    • ETRI Journal
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    • v.37 no.4
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    • pp.717-726
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    • 2015
  • In this paper, we study an asymmetric two-way relaying network where two source nodes intend to exchange information with the help of multiple relay nodes. A hybrid time-division broadcast relaying scheme with joint relay selection (RS) and power allocation (PA) is proposed to realize energy-efficient transmission. Our scheme is based on the asymmetric level of the two source nodes' target signal-to-noise ratio indexes to minimize the total power consumed by the relay nodes. An optimization model with joint RS and PA is studied here to guarantee hybrid relaying transmissions. Next, with the aid of our proposed intelligent optimization algorithm, which combines a genetic algorithm and a simulated annealing algorithm, the formulated optimization model can be effectively solved. Theoretical analyses and numerical results verify that our proposed hybrid relaying scheme can substantially reduce the total power consumption of relays under a traffic asymmetric scenario; meanwhile, the proposed intelligent optimization algorithm can eventually converge to a better solution.

A Traffic Aware Demand-Wakeup MAC(TADW-MAC) Protocol for Wireless Sensor Networks (무선 센서 네트워크에서 트래픽에 적응적인 Demand-Wakeup MAC 프로토콜)

  • Kim, Hye-Yun;Kim, Seong-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.1
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    • pp.180-186
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    • 2017
  • In this paper we propose a traffic aware Demand Wakeup MAC(TADW-MAC) protocol, in which low data delay and high throughput can be achieved, for wireless sensor networks. With the TADW-MAC protocol, the problem of the DW-MAC protocol, which schedules only one packet to deliver during the Sleep period in a multi-hop transmission is resolved. DW-MAC is not adequate for the applications such as object tracking and fire detection, in which busty data should be transmitted in a limited time when an event occurs [6-8]. When an event occurs, duty cycle can be adjusted in the TADW-MAC protocol to get less energy consumption and low latency. The duty cycle mechanism has been widely used to save energy consumption of sensor node due to idle listening in wireless sensor networks. But additional delay in packet transmission may be increased in the mechanism. Our simulation results show that TADW-MAC outperforms RMAC and DW-MAC in terms of energy efficiency while achieving low latency.

A New Interference-Aware Dynamic Safety Interval Protocol for Vehicular Networks

  • Yoo, Hongseok;Chang, Chu Seock;Kim, Dongkyun
    • Journal of Korea Society of Industrial Information Systems
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    • v.19 no.2
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    • pp.1-13
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    • 2014
  • In IEEE 802.11p/1609-based vehicular networks, vehicles are allowed to exchange safety and control messages only within time periods, called control channel (CCH) interval, which are scheduled periodically. Currently, the length of the CCH interval is set to the fixed value (i.e. 50ms). However, the fixed-length intervals cannot be effective for dynamically changing traffic load. Hence, some protocols have been recently proposed to support variable-length CCH intervals in order to improve channel utilization. In existing protocols, the CCH interval is subdivided into safety and non-safety intervals, and the length of each interval is dynamically adjusted to accommodate the estimated traffic load. However, they do not consider the presence of hidden nodes. Consequently, messages transmitted in each interval are likely to overlap with simultaneous transmissions (i.e. interference) from hidden nodes. Particularly, life-critical safety messages which are exchanged within the safety interval can be unreliably delivered due to such interference, which deteriorates QoS of safety applications such as cooperative collision warning. In this paper, we therefore propose a new interference-aware Dynamic Safety Interval (DSI) protocol. DSI calculates the number of vehicles sharing the channel with the consideration of hidden nodes. The safety interval is derived based on the measured number of vehicles. From simulation study using the ns-2, we verified that DSI outperforms the existing protocols in terms of various metrics such as broadcast delivery ration, collision probability and safety message delay.

A Study on Mobility-Aware Edge Caching and User Association Algorithm (이동성 기반의 엣지 캐싱 및 사용자 연결 알고리즘 연구)

  • TaeYoon, Lee;SuKyoung, Lee
    • KIPS Transactions on Computer and Communication Systems
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    • v.12 no.2
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    • pp.47-52
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    • 2023
  • Mobile Edge Computing(MEC) is considered as a promising technology to effectively support the explosively increasing traffic demands. It can provide low-latency services and reduce network traffic by caching contents at the edge of networks such as Base Station(BS). Although users may associate with the nearest BSs, it is more beneficial to associate users to the BS where the requested content is cached to reduce content download latency. Therefore, in this paper, we propose a mobility-aware joint caching and user association algorithm to imporve the cache hit ratio. In particular, the proposed algorithm performs caching and user association based on sojourn time and content preferences. Simulation results show that the proposed scheme improves the performance in terms of cache hit ratio and latency as compared with existing schemes.