• Title/Summary/Keyword: Heterogeneous Network Interfaces

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An Efficient Data Collection Method for Deep Learning-based Wireless Signal Identification in Unlicensed Spectrum (딥 러닝 기반의 이기종 무선 신호 구분을 위한 데이터 수집 효율화 기법)

  • Choi, Jaehyuk
    • Journal of IKEEE
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    • v.26 no.1
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    • pp.62-66
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    • 2022
  • Recently, there have been many research efforts based on data-based deep learning technologies to deal with the interference problem between heterogeneous wireless communication devices in unlicensed frequency bands. However, existing approaches are commonly based on the use of complex neural network models, which require high computational power, limiting their efficiency in resource-constrained network interfaces and Internet of Things (IoT) devices. In this study, we address the problem of classifying heterogeneous wireless technologies including Wi-Fi and ZigBee in unlicensed spectrum bands. We focus on a data-driven approach that employs a supervised-learning method that uses received signal strength indicator (RSSI) data to train Deep Convolutional Neural Networks (CNNs). We propose a simple measurement methodology for collecting RSSI training data which preserves temporal and spectral properties of the target signal. Real experimental results using an open-source 2.4 GHz wireless development platform Ubertooth show that the proposed sampling method maintains the same accuracy with only a 10% level of sampling data for the same neural network architecture.

A Study on Logical Cooperative Entity-Based Multicast Architecture Supporting Heterogeneous Group Mobility in Mobile Ad Hoc Networks (Mobile Ad Hoc 네트워크에서 이질적 그룹 이동성을 지원하는 논리적 협업 개체 기반의 멀티캐스트 구조 연구)

  • Kim, Kap-Dong;Kim, Sang-Ha
    • The KIPS Transactions:PartC
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    • v.14C no.2
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    • pp.171-178
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    • 2007
  • In mobile ad hoc networks, an application scenario requires mostly group mobility behavior in the mix of group moving nodes and individually moving nodes. The nodes of those applications tend to belong to the movement group with similar movement behavior. Group mobility is one of the good methods to improve scalability, and reduces the protocol overhead. In this paper, we propose the multicast architecture which regards nodes that have equal group mobility in the heterogeneous group mobility network as the single entity with the multiple interfaces and composes multicast tree, The logical cooperative entity-based multicast architecture accommodates the scalability, the multicast tree simplification, and the protocol overhead reduction which arc obtained from the hierarchical multicast architecture, while it maintains the nat multicast architecture for the data transmission. It also prevents the concentration of the energy consumption dispersing data forwarding load into the several ingress/egress nodes. Results obtained through simulations show that logical cooperative entity based multicast protocol with multiple interfaces offers the protocol scalability and the efficient data transmission.

Data Sharing Technique between Heterogeneous based on Cloud Service (클라우드 서비스 기반 이기종간의 데이터 공유 기법)

  • Seo, Jung-Hee;Park, Hung-Bog
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.3
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    • pp.391-398
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    • 2018
  • There are many problems caused by data sharing between general heterogeneous digital devices due to various interfaces. To solve this problem, this paper proposes heterogeneous data sharing with cloud service and mobile through D2D communication that supports communication between different devices. The proposed technique is used to reduce the load on the server to perform data synchronization. Also, in order to minimize data latency caused by data replication between different devices, a technique to enhance the speed of data writing with copying only the modified parts in the chunk list is adopted and cloud service model integrated with mobile environment is realized in order to minimize the network bandwidth consumed for synchronization for data sharing. Therefore, it is possible to share data in different spaces efficiently with maintaining data integrity and minimizing latency in data.

Packet Scheduling Scheme and Receiver-Based Recovery Scheme for MPTCP in Heterogeneous Networks (이종망에서 MPTCP를 위한 패킷 스케줄링 방법과 수신단 기반의 손실 복구 방법)

  • Oh, Bong-Hwan;Kim, Hanah;Lee, Jaiyong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37B no.11
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    • pp.975-983
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    • 2012
  • Multi network interface has become common phenomenon for mobile devices such as smart phone which has 3G, LTE-advanced, WiFi. Consequently, there are researches for a transmission strategies using multiple paths below on end-to-end connection. MPTCP which is proposed and being standardized by the IETF as a new transport protocol can perform concurrent multipath transfer using multiple network interfaces. However, current MPTCP has performance degradation when it use heterogeneous networks which have quite different network characteristics. Therefore, this paper proposes the packet scheduling scheme and receiver-based recovery scheme to reduce the performance degradation due to reordering problem. Also, simulation results show that the proposed scheme can improve throughput and retransmission performance.

A Design of Infrastructure for Control/Monitoring System in the Distributed Computing Environment (분산 컴퓨팅 환경에서의 제어/감시 시스템 개발을 위한 기반 구조 설계)

  • 이원구;박재현
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.547-547
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    • 2000
  • Recently, due to the advance of computer, network and Internet technology, control/monitoring systems are required to process the massive data, At the same time, the software development environment uses more and more component-based methodology. This paper proposes the services for the control /monitoring domain. Especially we define domain-specific interfaces and categories to acquire compatibility between products, and implement architecture for lightweight event service. As it is very important to support compatibility between heterogeneous systems, the proposed system provides modules for the web service and communication protocols based on the XML. And as proposed architecture consists of cluster of servers and Windows 2000's NLB service, it can guarantee more stable operation,

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The Trends of Mobile Gateway Technologies with Heterogeneous Network Interfaces (이종 접속망 지원 모바일 게이트웨이 기술 개발 동향)

  • Kim, Won-Tae;Kim, Do-Hyeong;Lee, Hwan-Gu;Gwak, Ji-Yeong;Lee, Gyeong-Hui
    • Electronics and Telecommunications Trends
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    • v.23 no.1 s.109
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    • pp.33-43
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    • 2008
  • 최근 통신망과 모바일 디바이스의 급진적인 진화에 맞물려 가전분야의 휴대단말기 산업을 포함하여, 비 IT 분야의 미래 유망산업으로 분류되는 자동차, 의료, 선박, 국방 및 항공기 산업에서도 사용자 단말 및 시스템 내부의 구성요소들에게 이동체 내에서 인터넷과의 끊김 없고 안정적인 통신이 보장되는 서비스를 제공하기 위한 기술들이 요구되고 있다. 이러한 요구에 적절히 대응할 수 있는 기술이 모바일 게이트웨이이며, 최근 멀티홈드(multi-homed) 모바일 게이트웨이를 지원할 수 있는 다양한 기술 표준이 활발히 제정되고 있다. 이에 본 고에서는 모바일 게이트웨이 시장 동향, 끊김 없는 망 연동기술 표준 및 네트워크 이동성 제공 표준 동향에 대해 살펴본다.

Study of standardization of coupling PLC Device in Ubiquitous Environment (유비쿼터스 환경에서 PLC 가전기기의 장치연결 표준화에 대한 연구)

  • Jean, Jae-hwan;Oh, Am-suk;Kang, Sung-in;Kim, Gwan-hyung;Choi, Sung-wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.10a
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    • pp.227-230
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    • 2009
  • This paper presents an architecture of various devices convergence for ubiquitous network. Integration of a variety of devices be can connect to every kind of device should not be constrained. We construct PLC to UPnP protocol architecture and UPnP Bridge Module for interconnecting Non-IP devices with heterogeneous network interfaces to UPnP devices on UPnP networks.

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Implementation of TMN-based Performance Proxy Agent for ATM Switching Systems (ATM 교환 시스템을 위한 TMN 기반의 Proxy 성능 관리대행자 구현)

  • 권봉경;김화성
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.6C
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    • pp.562-570
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    • 2002
  • The network-wide performance management is crucial for maintaining the quality of network services, which requires the collection and monitoring the performance data at individual network nodes. Most of the public networks, however, are composed of diverse, heterogeneous network nodes that are managed by various types of proprietary management systems with a conventional operator console and embedded management functions, which makes it difficult to implement the integrated performance management systems. Even though the developments of TMN (Telecommunication Management Network) based management systems are being attempted, the little work has been done in performance management area. In this paper, we propose the performance monitoring architecture for ATM switches using the 0₃ object model and describe how to implement the TMN-based performance prosy agent for ATM switching systems. The proposed performance proxy agent provides the TMN standard performance management interfaces by translating the proprietary performance management functions, which eventually leads to network-wide integrated performance management.

Implementation and Performance Evaluation of Linux-based Scheduler for improving MPTCP Performance in Heterogeneous Networks (이종 망에서 MPTCP 성능 향상을 위한 리눅스 기반의 스케줄러 구현 및 성능 평가)

  • Ahn, Jong-won;Kim, Do-ho;Kim, Min-seob;Lee, Jae-yong;Kim, Byung-chul
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2019.05a
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    • pp.448-450
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    • 2019
  • Multipath TCP (MPTCP) is a standardized transport layer protocol for maximizing the use of finite network resources by using multiple interfaces simultaneously. If the characteristics of each path are the same, there is an advantage in terms of stability and bandwidth utilization compared to the existing single TCP. However, if the path characteristics are different, the performance is lower than that of a single TCP. There are many complex reasons for this, but one of the biggest impacts is the bufferbloat, which dramatically increases the latency. In this paper, we implemented an algorithm that improved MPTCP performance degradation due to bufferbloat in Linux - based testbed and compared performance with existing MPTCP scheduler.

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Improving the Performance of L3 Handover Mobility Management in Heterogeneous Wireless Network (이종 무선망에서 L3 핸드오버 이동성 관리 성능 향상)

  • Hong, Sung-Back;Lee, Kyeong-Ho;Kim, Nam
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.6B
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    • pp.382-389
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    • 2007
  • In this paper we report the development of mobility test bed, the realization of basic protocol that supports L3 mobility and the measurement of performance parameters that can affect handover performance. Previously proposed mobility management system, BBM (Break Before Make) method such as MIPV6 and Fast MIPV6, uses one interface in wireless network. In this method, to connect to new AP, it first disconnects existing AP and tries to connect to new AP. This can cause packet loss for the traffic vulnerable to delay such as VoIP. To provide seamless handover between different wireless networks, we propose MBB (Make Before Break) handover method having two network interfaces. Comparative study of previous method and proposed method on mobility and handover was conducted under simulated real environment on the test bed. Almost no packet loss was found with newly proposed method. In conclusion, it is shown that mobility protocol with proposed handover method can be applied to the application services sensitive to delay and packet loss.