• Title/Summary/Keyword: end-to-end data rate

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A Study on Monitoring System Architecture for Calculation of Practical Recycling Rate of End of Life Vehicle (폐자동차의 실질적 재활용률 산정을 위한 모니터링 체계에 관한 연구)

  • Park, Jung Whan;Yi, Hwa-Cho;Park, Myon Woong;Sohn, Young Tae
    • Clean Technology
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    • v.18 no.4
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    • pp.373-378
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    • 2012
  • The end-of-life vehicles (ELV) are important recycling sources, and there are several stages involved in the recycling such as dismantling, shredding, and treatment of shredder residues (ASR). The legal recycling rate should be at least 95% on and after 2015, while we need a proper system to monitor recycling of ELV components and to calculate the practical recycling rate. The paper suggests a monitoring system that calculates practical recycling rates of dismantled components by use of a database of standard recycling rate as well as a web-based monitoring, which is linked to the Eco Assurance system for electric & electronic equipment and vehicle (EcoAS). Also the system supports dismantling and monitoring process by incorporating a standard vehicular component database, which facilitates recording dismantled weight data but also monitoring of dismantled components.

A congestion control scheme estimating global channel busy ratio in VANETs

  • Kim, Tae-won;Jung, Jae-il;Lee, Joo-young
    • Journal of IKEEE
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    • v.21 no.2
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    • pp.115-122
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    • 2017
  • In vehicular safety service, every vehicle broadcasts Basic Safety Message (BSM) periodically to inform neighbor vehicles of host vehicle information. However, this can cause network congestion in a region that is crowded with vehicles resulting in a reduction in the message delivery ratio and an increase in the end-to-end delay. Therefore, it could destabilize the vehicular safety service system. In this paper, in order to improve the congestion control and to consider the hidden node problem, we propose a congestion control scheme using entire network congestion level estimation combined with transmission power control, data rate control and time slot based transmission control algorithm. The performance of this scheme is evaluated using a Qualnet network simulator. The simulation result shows that our scheme mitigates network congestion in heavy traffic cases and enhances network capacity in light traffic cases, so that packet error rate is perfectly within 10% and entire network load level is maintained within 60~70%. Thus, it can be concluded that the proposed congestion control scheme has quite good performance.

QoS Control and Link-Level Performance Analysis for Mobile IP of Wireless Communication Networks (이동인터넷을 위한 QoS 제어 및 링크레벨 성능분석)

  • 조정호;김광현;이형옥
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.5 no.5
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    • pp.941-950
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    • 2001
  • In this paper, we present the integrated network architecture for supporting mobile IP in third generation mobile communication networks, and propose the end-to-end QoS control mechanisms of DiffServ and QoS control functions of each network element in the proposed network. First, the QoS supporting schemes of IMT-2000 are described. Second, the necessities of integrating the networks are discussed and the integrated architecture are proposed. Third, the mapping between wireless channels and DiffServ classes are presented. Finally, the end-to-end QoS control mechanisms are proposed. We also analyze the link level protocols with QoS provisioning for mobile multimedia assuming that the system support voice and data traffic simultaneously. In case of data traffic, the delay and throughput of SREJ ARQ and Type-1 Hybrid ARQ scheme are compared, and In case of voice traffic, the packet loss rate of BCH coding is analyzed according to the varying data traffic loads. The results indicate that the adaptive link level protocols are efficient to meet the QoS requirements while the complexities are increased.

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The Effects of END Smoking Cessation Motivational Program on Carbon monoxide, Smoking Abstinence Self-efficiency, Smoking days and Daily smoking amount of Smoking High School Students (END금연동기유발 프로그램이 흡연고등학생의 일산화탄소, 금연 자기효능감, 흡연일수, 1일 흡연량에 미치는 효과)

  • Kim, Eun Jung;Lee, Hye-Kyung
    • Journal of the Korean Applied Science and Technology
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    • v.38 no.3
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    • pp.669-679
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    • 2021
  • This is a quasi-experimental study using the design before and after time gap of non-equivalence with comparative group performed to confirm the effects of END smoking cessation motivational program on the Carbon monoxide, Smoking Abstinence Self-efficiency, Days of smoking, Amount of smoking in the smoking high school students. The study subjects were the smoking students in a general high school located in C-City who were interested in the smoking cessation including 27 students in test group and 28 in the control group. Data collection period was from July 12 to October 4, 2018. END smoking cessation motivational program, the test intervention in this study, The study results are as follows. "There will be a difference of physiological factors between the test group that participates in END smoking cessation motivational program and the control group that does not" is supported. smoking cessation self-efficiency(z=110.00, p<.001), Days of smoking (z=640.00, p<.001), Daily smoking amount (z=520.50, p<.016), Considering these results, the application of this program is suggested to lower the smoking rate of the smoking high school students and to motivate the smoking cessation at the schools.

A Novel Approach of Using Data Flipping for Efficient Energy on the Internet of Things

  • Ziyad Almudayni;Ben Soh;Alice Li
    • Journal of information and communication convergence engineering
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    • v.21 no.3
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    • pp.185-191
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    • 2023
  • The Internet of Things (IoT) can be defined as the connection of devices, sensors, and actors via the Internet to a single network to provide services to end-users. Owing to the flexibility and simplicity of IoT devices, which impart convenience to end-users, the demand for these devices has increased significantly in the last decade. To make these systems more scalable, achieve a larger number of connected devices, and achieve greater economic success, it is vital to develop them by considering parameters such as security, cost, bandwidth, data rate, and power consumption. This study aims to improve energy efficiency and prolong the lifetime of IoT networks by proposing a new approach called the constrained application protocol CoAP45. This approach reduces the number of updates to the CoAP server using a centralized resource. The simulation results show that the proposed approach outperforms all existing protocols.

Dynamic Caching Routing Strategy for LEO Satellite Nodes Based on Gradient Boosting Regression Tree

  • Yang Yang;Shengbo Hu;Guiju Lu
    • Journal of Information Processing Systems
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    • v.20 no.1
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    • pp.131-147
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    • 2024
  • A routing strategy based on traffic prediction and dynamic cache allocation for satellite nodes is proposed to address the issues of high propagation delay and overall delay of inter-satellite and satellite-to-ground links in low Earth orbit (LEO) satellite systems. The spatial and temporal correlations of satellite network traffic were analyzed, and the relevant traffic through the target satellite was extracted as raw input for traffic prediction. An improved gradient boosting regression tree algorithm was used for traffic prediction. Based on the traffic prediction results, a dynamic cache allocation routing strategy is proposed. The satellite nodes periodically monitor the traffic load on inter-satellite links (ISLs) and dynamically allocate cache resources for each ISL with neighboring nodes. Simulation results demonstrate that the proposed routing strategy effectively reduces packet loss rate and average end-to-end delay and improves the distribution of services across the entire network.

Improving transformer-based speech recognition performance using data augmentation by local frame rate changes (로컬 프레임 속도 변경에 의한 데이터 증강을 이용한 트랜스포머 기반 음성 인식 성능 향상)

  • Lim, Seong Su;Kang, Byung Ok;Kwon, Oh-Wook
    • The Journal of the Acoustical Society of Korea
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    • v.41 no.2
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    • pp.122-129
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    • 2022
  • In this paper, we propose a method to improve the performance of Transformer-based speech recognizers using data augmentation that locally adjusts the frame rate. First, the start time and length of the part to be augmented in the original voice data are randomly selected. Then, the frame rate of the selected part is changed to a new frame rate by using linear interpolation. Experimental results using the Wall Street Journal and LibriSpeech speech databases showed that the convergence time took longer than the baseline, but the recognition accuracy was improved in most cases. In order to further improve the performance, various parameters such as the length and the speed of the selected parts were optimized. The proposed method was shown to achieve relative performance improvement of 11.8 % and 14.9 % compared with the baseline in the Wall Street Journal and LibriSpeech speech databases, respectively.

A Study on the Energy Efficient MAC Layer ARQ Protocol for Wireless Ubiquitous Networks (무선 유비쿼터스 네트워크를 위한 에너지 효율적인 MAC Layer ARQ 프로토콜에 대한 연구)

  • Roh, Jae-Sung;Kim, Wan-Tae
    • Journal of Advanced Navigation Technology
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    • v.15 no.1
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    • pp.54-60
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    • 2011
  • The development of wireless sensor networks (WSN) can be motivated by several types of applications. However, these applications demand an energy-efficient WSN that can prolong the network lifetime and can provide high throughput, low latency and delay. Designing wireless sensor networks with the capability of prolonging network lifetime catch the attention of many researchers in wireless system and network field. Contrasts with Mobile Ad Hoc Network system, Wireless Sensor Networks designs focused more on survivability of each node in the network instead of maximizing data throughput or minimizing end-to-end delay. In this paper, we will study part of data link layer in Open Systems Interconnection (OSI) model, called medium access control (MAC) layer. Since the MAC development of energy aware MAC Protocol for wireless sensor layer controls the physical radio part, it has a large impact on the overall energy consumption and the lifetime of a node. This paper proposes a analytical approach that tries to reduce idle energy consumption, and shows the increasement of network end-to-end arrival rate due to efficiency in energy consumption from time slot management.

Efficient Route Maintenance Scheme for Wireless Ad-hoc Network Environments (무선 ad-hoc 네트워크 환경을 위한 효율적인 경로 유지 기법)

  • Kim, Moon-Jeong;Eom, Young-Ik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.8A
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    • pp.639-648
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    • 2005
  • A wireless ad-hoc network is a temporal network formed by a collection of wireless mobile nodes without the aid of any existing network infrastructure or centralized ad-ministration. Numerous routing protocols have been developed for changing messages among the nodes in a wireless ad-hoc network. Some multi-path routing protocols have also been proposed to support load balancing and QoS for wireless ad-hoc networks. In this paper, we propose not only an efficient routing algorithm for wireless ad-hoc net-worts but also a protocol that can improve data transmission rate and reduce end-to-end delay. In our protocol, each mobile node need not broadcast routing messages periodically and the mobile node that wants to send data packets initiates route request and route establishment procedure. By simulation, we showed that faster route recovery is possible by maintaining multiple routing paths in each node, and the route maintenance overhead can be reduced by limiting the number of multiple routing paths.

Rate-Controlled Data-Driven Real-Time Stream Processing for an Autonomous Machine (자율 기기를 위한 속도가 제어된 데이터 기반 실시간 스트림 프로세싱)

  • Noh, Soonhyun;Hong, Seongsoo;Kim, Myungsun
    • The Journal of Korea Robotics Society
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    • v.14 no.4
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    • pp.340-347
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    • 2019
  • Due to advances in machine intelligence and increased demands for autonomous machines, the complexity of the underlying software platform is increasing at a rapid pace, overwhelming the developers with implementation details. We attempt to ease the burden that falls onto the developers by creating a graphical programming framework we named Splash. Splash is designed to provide an effective programming abstraction for autonomous machines that require stream processing. It also enables programmers to specify genuine, end-to-end timing constraints, which the Splash framework automatically monitors for violation. By utilizing the timing constraints, Splash provides three key language semantics: timing semantics, in-order delivery semantics, and rate-controlled data-driven stream processing semantics. These three semantics together collectively serve as a conceptual tool that can hide low-level details from programmers, allowing developers to focus on the main logic of their applications. In this paper, we introduce the three-language semantics in detail and explain their function in association with Splash's language constructs. Furthermore, we present the internal workings of the Splash programming framework and validate its effectiveness via a lane keeping assist system.