• Title/Summary/Keyword: bandwidth control

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A Study on the Frequency Response Signals of a Servo Valve (서보밸브의 주파수 응답 신호에 관한 연구)

  • Yun, Hongsik;Kim, SungDong
    • Journal of Drive and Control
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    • v.18 no.1
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    • pp.17-23
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    • 2021
  • The flow signal or spool position signal is used to determine the dynamic characteristics of directional control valves. Alternatively, the signal of spool position or flow can be replaced with the velocity of a low friction, low inertia actuator. In this study, the frequency response of the servo valve equipped with a spool position transducer is measured with a metering cylinder. The input signal, spool displacement, load pressure, and velocity of the metering cylinder are measured, and the theoretical results from the transfer function analysis are verified. The superposition rule for magnitude ratio and phase angle was found to be always applicable among any signal type, and it was found that the load pressure signal is not appropriate for use as the signal for measuring the frequency response of a servo valve. It was confirmed that the frequency response of a servo valve using metering cylinder was similar to the results from a spool displacement signal. The metering cylinder used for measuring the frequency response of a servo valve should be designed to have sufficiently greater bandwidth frequency than the bandwidth frequency of the servo valve.

FCBAFL: An Energy-Conserving Federated Learning Approach in Industrial Internet of Things

  • Bin Qiu;Duan Li;Xian Li;Hailin Xiao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.9
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    • pp.2764-2781
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    • 2024
  • Federated learning (FL) has been proposed as an emerging distributed machine learning framework, which lowers the risk of privacy leakage by training models without uploading original data. Therefore, it has been widely utilized in the Industrial Internet of Things (IIoT). Despite this, FL still faces challenges including the non-independent identically distributed (Non-IID) data and heterogeneity of devices, which may cause difficulties in model convergence. To address these issues, a local surrogate function is initially constructed for each device to ensure a smooth decline in global loss. Subsequently, aiming to minimize the system energy consumption, an FL approach for joint CPU frequency control and bandwidth allocation, called FCBAFL is proposed. Specifically, the maximum delay of a single round is first treated as a uniform delay constraint, and a limited-memory Broyden-Fletcher-Goldfarb-Shanno bounded (L-BFGS-B) algorithm is employed to find the optimal bandwidth allocation with a fixed CPU frequency. Following that, the result is utilized to derive the optimal CPU frequency. Numerical simulation results show that the proposed FCBAFL algorithm exhibits more excellent convergence compared with baseline algorithm, and outperforms other schemes in declining the energy consumption.

A Study on Dynamic Provisioning Mechanism for QoS guarantee in DiffServ Networks (DiffServ 망에서 QoS 보장을 위한 동적 프로비저닝 메카니즘 연구)

  • Rhee, Woo-Seop;Lee, Jun-Hwa;Yang, Mi-Jeong;Lee, Il-Woo;Yu, Jae-Hoon;Kim, Sang-Ha
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.2B
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    • pp.105-116
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    • 2003
  • The differentiated service architecture is based on a simple model by applying a per-class service in the core node of the network. However, due to the simplified network behavior, the network structure and provisioning were more complicated. If a service provider wants the dynamic provisioning or better bandwidth guarantee, signaling protocol with QoS parameters or admission control method should be deployed in DiffServ network. However, these methods increase the complexity. Therefore, we proposed DPM2 mechanism for admission control in the DiffServ network. In this paper, we describe and survey the admission control methods that are applicable to IP networks and propose also the dynamic provisioning mechanism based on the bandwidth broker and distributed measurement based admission control and movable boundary bandwidth management to support heterogeneous QoS services in differentiated service networks. For the performance evaluation for proposed mechanism, we used ns-2 simulator.

Performance Analysis of Effective Load Control Procedure for WiBro System (무선 인터넷 서비스를 위한 WiBro시스템의 효율적인 부하 제어 절차 제안 및 성능분석)

  • Kim, So-Hyoung;Kim, Jeong-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.5A
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    • pp.387-393
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    • 2007
  • In this paper, we propose the load control procedure for WiBro system in order to keep the data traffic throughput maximum. The transmitter at a mobile terminal can estimate maximum available power for each user and then the maximum number of subchannels can be calculated considering the total available power. The data traffic throughput and the total throughput (the sum of signaling traffic and data traffic throughput) are considered. As the number of bandwidth requests per frame increases, the data traffic throughput can significantly decrease. Therefore, the load control procedure is indispensible to maintain the data throughput at the maximum level. So, we propose the load control procedure to prevent data traffic throughput from decreasing and evaluate the proposed procedure through the computer simulation under the multi-user environment. The maximum throughput can be maintained by applying the proposed procedure.

Characterization of High Bandwidth Digitizers

  • Bertelli, Patrice;Leclerc, Pascal
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.282-285
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    • 2004
  • Every year, the last products from most important builders of high bandwidth digitizers are tested in our laboratory which is specialized in the design and the characterization of fast links used in large laser facility. The purpose of this article is to describe the series of tests conducted during the characterization of such digitizers. More particularly, it takes an interest in the metrology of instruments with more than 5 GHz of bandwidth. It presents the different methods used and the kind of conclusion that we can give after such study. Such metrology campaign which usually takes one month of work, allows us to observe the smallest details and characteristics that usually builders don't give in their tables specifications. After the campaign, a copy of our technical report is written and sends to the builder. This report can be used by the technical team to ameliorate the points we noted.

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MMMP: A MAC Protocol to Ensure QoS for Multimedia Traffic over Multi-hop Ad Hoc Networks

  • Kumar, Sunil;Sarkar, Mahasweta;Gurajala, Supraja;Matyjas, John D.
    • Journal of Information Processing Systems
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    • v.4 no.2
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    • pp.41-52
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    • 2008
  • In this paper, we discuss a novel reservation-based, asynchronous MAC protocol called 'Multi-rate Multi-hop MAC Protocol' (MMMP) for multi-hop ad hoc networks that provides QoS guarantees for multimedia traffic. MMMP achieves this by providing service differentiation for multirate real-time traffic (both constant and variable bit rate traffic) and guaranteeing a bounded end-to-end delay for the same while still catering to the throughput requirements of non real time traffic. In addition, it administers bandwidth preservation via a feature called 'Smart Drop' and implements efficient bandwidth usage through a mechanism called 'Release Bandwidth'. Simulation results on the QualNet simulator indicate that MMMP outperforms IEEE 802.11 on all performance metrics and can efficiently handle a large range of traffic intensity. It also outperforms other similar state-of-the-art MAC protocols.

Flow Holding Time based Advanced Hybrid QoS Routing Link State Update in QoS Routing

  • Cho, Kang Hong
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.4
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    • pp.17-24
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    • 2016
  • In this paper, we propose a AH LSU(Advanced Hybrid QoS Routing Link State Update) Algorithm that improves the performance of Hybrid LSU(Hybrid QoS Link State State Update) Algorithm with statistical information of flow holding time in network. AH LSU algorithm has had both advantages of LSU message control in periodic QoS routing LSU algorithm and QoS routing performance in adaptive LSU algorithm. It has the mechanism that calculate LSU message transmission priority using the flow of statistical request bandwidth and available bandwidth and include MLMR(Meaningless LSU Message Removal) mechanism. MLMR mechanism can remove the meaningless LSU message generating repeatedly in short time. We have evaluated the performance of the MLMR mechanism, the proposed algorithm and the existing algorithms on MCI simulation network. We use the performance metric as the QoS routing blocking rate and the mean update rate per link, it thus appears that we have verified the performance of this algorithm.

A Study on Fair Bandwidth Allocation in Core-Stateless Networks: Improved Algorithm and Its Evaluation

  • Kim, Mun-Kyung;Seo, Kyoung-Hyun;Yuk, Dong-Cheol;Park, Seung-Seob
    • Journal of Navigation and Port Research
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    • v.28 no.4
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    • pp.299-303
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    • 2004
  • In the Internet, to guarantee transmission rate and delay and to achieve fair bandwidth allocation, many per-flow scheduling algorithms, such as fair queueing, which have many desirable properties for congestion control, have been proposed and designed. However, algorithms based on per-flow need maintain rate state, buffer management and packet scheduling, so that it cost great deal : implement. Therefore, in this paper, to implement routers cost-effectively, we propose CS-FNE algorithm based on FNE in Core-Stateless network We evaluate CS-FNE comparing with four additional algorithms i.e., CSFQ, FRED, RED and DRR, in several different, configurations and traffic sources. Through simulation results, we show that CS-FNE algorithm can allocate fair bandwidth approximately and is simpler and easier to implement than other per-flow basis queueing mechanisms.

Nonlinear Congestion Controller for Active Queue Management of Differentiated Services Networks (차등화 서비스 네트워크의 능동 큐 관리 기법을 위한 비선형 혼잡 제어기)

  • Park, Ki-Kwang;Jang, Jin-Su;Ko, Jin-Hyeok;Yang, Hai-Won
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1668-1669
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    • 2007
  • In this paper, we propose nonlinear congestion controller for active queue management of differentiated-services networks. Two important issues in differentiated-services architecture are bandwidth guarantee and fair sharing of unsubscribed bandwidth among TCP flows with and without bandwidth reservation. The nonlinear congestion controller was composed fuzzy logic controller and state feedback controller. The nonlinear congestion controller methodology has been applied to a TCP network. We use NS-2 simulation to demonstrate that the proposed control methodology achieves the desired behavior of the network, and possesses important attributes.

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Railway Communication Network Stability Comparison in Diverse Frequency Bandwidth (주파수 대역폭에 따른 철도 통신망 안정성 비교)

  • Jeong, Min-woo;Lee, Sook-jin
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.893-895
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    • 2014
  • Railway dedicated frequency bandwidth allocation matters are being discussed actively before an introduce of wireless communication based train control system to korean railway industry. Allocating the frequency band, which has great value as a public resource, for suitable use with right amount is particularly important, because of equity in other fields and valuable use of limited resources. In this paper, the feasibility about stable railway communication network operation based on LTE in diverse frequency bandwidth will be discussed with solicitous simulation.

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