• Title/Summary/Keyword: network performance awareness

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A New Congestion Control Algorithm for Vehicle to Vehicle Safety Communications (차량 안전 통신을 위한 새로운 혼잡 제어 알고리즘 제안)

  • Yi, Wonjae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.125-132
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    • 2017
  • Vehicular safety service reduces traffic accidents and traffic congestion by informing drivers in advance of threats that may occur while driving using vehicle-to-vehicle (V2V) communications in a wireless environment. For vehicle safety services, every vehicle must broadcasts a Basic Safety Message(BSM) periodically. In congested traffic areas, however, network congestion can easily happen, reduce the message delivery ratio, increase end-to-end delay and destabilize vehicular safety service system. In this paper, to solve the network congestion problem in vehicle safety communications, we approximate the relationship between channel busy ratio and the number of vehicles and use it to estimate the total network congestion. We propose a new context-aware transmit power control algorithm which controls the transmission power based on total network congestion. The performance of the proposed algorithm is evaluated using Qualnet, a network simulator. As a result, the estimation of total network congestion is accurately approximated except in specific scenarios, and the packet error rate in vehicle safety communication is reduced through transmit power control.

Context-awareness Based SVC Multimedia Broadcast Service (상황인지 기반 svc 멀티미디어 방송서비스)

  • Lee, Hyung-Ok;Kwak, Yong-Wan;Son, Seung-Chul;Nam, Ji-Seung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.9B
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    • pp.1098-1107
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    • 2011
  • As recent integration of wire and wireless networks and the convergence of telecommunications and broadcasting, uniform and standardized by the broadcasting operators of existing stations to provide 4A(Any-time, Any-where, Any-device, Any-contents) services for the next-generation of multimedia services research is being progressed. Demand for theses next-generation multimedia services to ensure video compression coding technology, as well as mobility, ability to operation a variety of devices, characteristics and performance of user network and the status and conditiion, user preferences and context-awareness based on the technology has an interest in technical studies. In this paper, the current internet environment, SVC(Scalable Video Coding) encoded by a mixture of multicast and overlay multicast transmission technology for broadcasting services by designing and efficient multimedia broadcasting system is proposed. In addition, ACK-Aow Optimization by overlay multicast scheme existing tree-based overlay multicast, and by comparing the effectiveness of the proposed algorithm is demonstrated.

Sales Prediction of Electronic Appliances using a Convergence Model based on Artificial Neural Network and Genetic Algorithm (인공신경망과 유전자 알고리즘 기반의 융합모델을 이용한 가전제품의 판매예측)

  • Seo, Kwang-Kyu
    • Journal of Digital Convergence
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    • v.13 no.9
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    • pp.177-182
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    • 2015
  • The brand and product awareness of Korean electronics companies in the North American market has grown significantly and North American consumers has been recognized as an innovative technology products good performance of Korean electronics appliances. The consumer need of energy saving has led to a rise in market share because Korean electronics appliances have the excellence in energy saving aspects. The expansion of smartphones and mobile devices and the development of smart grid technology can affect electronics market. Domestic companies are continuously develop new product to provide consumers convenient with a variety of additional features combined consumer products. This study proposes a convergence model for sales prediction of electronic appliances using sales data of A company from the North American market. We develop the convergence model for sales prediction based on based on artificial neural network and genetic algorithm. In addition, we validate the superiority of the proposed convergence model by comparing the prediction performance of traditional prediction models.

Analysis of Hyperlink Network Relationships among PCOs and Stakeholders in MICE Ecosystem (MICE 생태계 분석을 위한 PCO와 이해관계자 간의 하이퍼링크 관계망 분석)

  • Hyunae Lee;Heechung Chung;Chulmo Koo;Namho Chung
    • Information Systems Review
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    • v.20 no.3
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    • pp.1-16
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    • 2018
  • MICE (Meetings, Incentive trip, Convention and Exhibition & Event) industry is a multifaceted industry with a variety of stakeholders including the public and private sectors, and PCOs (Professional Convention Organizers) play a mediating role in communicating opinions of the stakeholders. For enhancing their reliability and awareness, PCOs have their stakeholders' hyperlinks on the websites. This study attempted to analyze the hyperlink networks among PCOs (Professional Convention Organizers) and their stakeholders so as to understand the MICE industry ecosystem and find out whether the network structure of PCOs' shows different levels of hyperlink use with their stakeholders' websites based upon PCO's performance and size. The results showed the hyperlink network of MICE industry and that the bigger PCOs have higher centralities in the network.

A Novel Scheme for Seamless Hand-off in WMNs

  • Vo, Hung Quoc;Kim, Dae-Sun;Hong, Choong-Seon;Lee, Sung-Won;Huh, Eui-Nam
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.3 no.4
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    • pp.399-422
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    • 2009
  • Although current wireless mesh network (WMN) applications experience a perceptually uninterrupted hand-off, their throughput after the hand-off event may be significantly degraded due to the low available bandwidth of the mobile client's new master. In this paper, we propose a novel mobility management scheme for 802.11-based WMNs that enables both seamless hand-off for transparent communications, and bandwidth awareness for stable application performance after the hand-off process. To facilitate this, we (i) present a new buffer moment in support of the fast Layer-2 hand-off mechanism to cut the packet loss incurred in the hand-off process to zero and (ii) design a dynamic admission control to grant joining accepts to mesh clients. We evaluate the benefits and drawbacks of the proposal for both UDP and TCP traffic, as well as the fairness of the proposal. Our results show that the new scheme can not only minimize hand-off latency, but also maintain the current application rates of roaming users by choosing an appropriate new master for joining.

Power Controlled Dual-Channel MAC Protocol in Ad hoc Networks based on Location Awareness (위치정보 기반의 Ad hoc 네트워크에서 전력제어기법을 사용한 이중채널 MAC 프로토콜)

  • Lee, Eun-Ju;Lee, Kwoun-Ig;Kim, Heung-Soo;Yang, Doo-Yeong;Lee, Mi-Kyoung;Jwa, Jeong-Woo
    • The Journal of the Korea Contents Association
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    • v.7 no.4
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    • pp.39-48
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    • 2007
  • Ad hoc network is a wireless network without fixed base stations or any wired backbone infrastructure. In the DUDMAC protocol, ORTS and OCTS in control channel solve the problem of deafness and DDATA and DACK in data channel improve spatial reuse by using the efficient blocking algorithm for directional antennas. In this paper, we propose the PCDUDMAC (Power Controlled DUDMAC) protocols. In the PCDUDMAC protocol, the power control of DATA/DACK in data channel saves transmission power and improves spatial reuse. We confirm the throughput performance of the proposed MAC protocol by computer simulations using Qualnet ver.3.8 simulator.

A Neural Network for Prediction and Sensitivity of Outpatients' Satisfaction (신경망모형을 이용한 외래환자 만족도예측 및 민감도분석)

  • Lee, Kyun-Jick;Chung, Young-Chul;Kim, Mi-Ra
    • Korea Journal of Hospital Management
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    • v.8 no.1
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    • pp.81-94
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    • 2003
  • This paper aims at developing a prediction model and analyzing a sensitivity for the outpatient's overall satisfaction on utilizing hospital services by using data mining techniques within the context of customer satisfaction. From a total of 900 outpatient cases, 80 percent were randomly selected as the training group and the other 20 percent as the validation group. Cases in the training group were used in the development of the CHAID and Neural Networks. The validation group was used to test the performance of these models. The major findings may be summarized as follows: the CHAID provided six useful predictors - satisfaction with treatment level, satisfaction with healthcare facilities and equipments, satisfaction with registration service, awareness of hospital reputation, satisfaction with staffs courtesy and responsiveness, and satisfaction with nurses kindness. The prediction accuracy rates based on MLP (77.90%) is superior to RBF (76.80%).

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Potential of Helicopter MRO Business (헬기 MRO 비즈니스의 잠재력)

  • Kim, Joune ho;Hwang, Chang jeon
    • Journal of Aerospace System Engineering
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    • v.8 no.3
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    • pp.34-40
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    • 2014
  • Since the global economic crisis in year 2008, the world civil helicopter market has been growing recently. According to the market outlook in the next decade, the demand of civil helicopter will be driven by the demand of Private & Corporate, Oil & Gas, Off-shore and EMS(Emergency Medical Service) usages. On the other side, the demand of military market will be driven by the modification and upgrading for life extension or performance enhancement than the new helicopter development for replacing old models. To summarize these situations, the demand of MRO(Maintenance, Repair & Overhaul) market has also been on the rise because of the demand due to above several usages in civil side and the life-extension in military side. Through the MRO market analysis for characteristics, developmental trends and a supply chain, this paper describes that the potential of MRO business is considerably large as a propulsive power of domestic helicopter industry. And also, it proposes the construction direction of MRO network because the domestic industry must make the developmental awareness and reliability a stepping-stone towards own helicopter.

A Study on Influencing Factors on Intention to Adopt NFTs Using UTAUT (UTAUT를 활용한 NFT 잠재적 수용자의 수용의도 영향요인 연구)

  • Cho, Kwang-Hyun;Lee, Won-boo
    • The Journal of the Korea Contents Association
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    • v.22 no.3
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    • pp.17-34
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    • 2022
  • Although NFTs are a new technology with a fast-growing industry, the studies for consumer protection and promotion are insufficient. Thus, this study analyzes the relationship of variables that affect intention to use NFT based on the UTUAT model, additionally, moderating effect of NFT types and crypto investment experience. Subjects of this study are limited to potential NFT users. The independent variables such as performance expectations, network externality, and innovation are statistically significant, however, the moderating effect is not suggested. With low awareness, the tendencies of subjects lead to adoption rather than technical understanding.

A Performance Analysis of Region-based Overlay Multicast Routing Protocol for Ad Hoc Networks (Ad Hoc 네트워크를 위한 지역기반 오버레이 멀티캐스트 라우팅 프로토콜의 성능 분석)

  • Kim Kap-Dong;Park Jun-Hee;Lee Kwang-Il;Kim Hag-Young;Kim Sang-Ha
    • Annual Conference of KIPS
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    • 2006.05a
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    • pp.1037-1040
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    • 2006
  • This paper presents an efficient overlay multicast routing protocol (ROMP) and its architecture. ROMP using GPS and region map stands on the basis of scalable 2-tiered multicast architecture and maintains a global overlay multicast tree through reactive fashion. With this approach, the coarse-grain location-awareness for an efficient overlay multicasting and the determination of hot-spot area for efficient data delivery are feasible. The simulation results show that the localized control packets of ROMP prevent the overlay control packets from squandering the physical network resources.

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