• Title/Summary/Keyword: adaptive multimedia network

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Adaptive Online Load Balancing Algorithm for Multimedia Service in Cellular Networks (셀룰러 네트워크 상에서 멀티미디어 서비스 제공을 위한 효율적인 온라인 부하분산 기법에 대한 연구)

  • Kim, Sung-Wook
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.12B
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    • pp.811-817
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    • 2005
  • Efficient bandwidth management is necessary in order to provide high quality service to users in a multimedia wireless/mobile network. In this paper, I propose an on-line load balancing algorithm with preemption. This technique is able to balance the traffic load among cells accommodating heterogeneous multimedia services while ensuring efficient bandwidth utilization. The most important features of my algorithm are its adaptability, flexibility and responsiveness to current network conditions. In addition, my online scheme to control bandwidth adaptively is a cell-oriented approach. This approach has low complexity making it practical for real cellular networks. Simulation results indicate the superior performance of my algorithm.

A Design and Iplementation of Real Time Video on Demand on Internet (인터넷상에서의 실시간 주문형 비디오 설계 및 구현)

  • 이종철;탁영봉
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.7-10
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    • 1998
  • In implementing real time video on demand(VOD), the increase of user on internet causes a network traffic congestion. In this paper, we programmed a CGI able to login in VOD home for limiting the number of user in solving the problem, and also applied and adaptive multimedia synchronization technique for controlling video and audio data in a network. In addition, a real time multimedia player was designed and implemented in a personal computer operating at Window95/98/NT.

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A Study on Adaptive Queue Management Algorithm Considering Characteristics of Multimedia Data (멀티미디어 데이터 특성을 고려한 동적 큐 관리 알고리즘 연구)

  • Kim, Ji-Won;Yun, Jeong-Hee;Jang, Eun-Mee;Choi, Sang-Bang
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.48 no.6
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    • pp.140-148
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    • 2011
  • Multimedia streaming service is susceptible to loss and delay of data as it requires high bandwidth and real time processing. Therefore QoS cannot be guaranteed due to data loss caused by heavy network traffic. To deal with these problems, a study on algorithm that can provide high quality multimedia service by considering both network congestion and characteristics of multimedia data is required. In this paper, we propose APQM algorithm which probabilistically removes packet by the congestion level of the queue in wireless station. The comparison with other existing scheduling algorithms shows tht congestion in the network is reduced and multimedia service quality of the proposed algorithm is improved.

Network-Adaptive Transport Error Control for Reliable Wireless Media Transmission (신뢰성 있는 무선 미디어 전송을 위한 네트워크 적응형 전송오류 제어)

  • Lee Chul-Ho;Choi Jeong-Yong;Kwon Young-Woo;Kim Jongwon;Shin Jitae;Jeon Dong-San;Kim Jae-Gon
    • Journal of Broadcast Engineering
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    • v.10 no.4 s.29
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    • pp.548-556
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    • 2005
  • In wireless network environments, wireless channels are characterized by time-varying fading and interference conditions, which may lead to burst packet corruptions and delay variation. This can cause severe quality degradation of streaming media. To guarantee successful transmission of media over the hostile wireless networks, where channel conditions are highly fluctuating, a flexible and network-adaptive transport method is required. Thus, we propose a network-adaptive transport error control consisting of packet-level interleaved FEC and delay-constrained ARQ, which acts as an application-level transport method of streaming media to alleviate burst packet losses while adapting to the changing channel condition in wireless networks. The performances of the proposed network-adaptive transport error control, general error control schemes, and hybrid schemes are evaluated by a developed simulator at the transport-level and video quality of streaming media. Simulation results show that the proposed mechanism provides the best overall performance among compared other schemes in terms of the transport-level performance of error control and the performance of video quality for streaming media.

A Dynamic Frame-skipping Scheme for Transcoder Using the Prediction Period (예측주기를 이용한 동적 프레임 삭제 트랜스코딩 기법)

  • Kim Sung-Min;Kim Young-Ju;Park Seong-Ho
    • Journal of Korea Multimedia Society
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    • v.9 no.1
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    • pp.59-72
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    • 2006
  • The rapid growth of technology for network and terminal devices is able to service multimedia contents in mobile environments. But as the environment of networks and the performance of devices is varied, the same quality service is very difficult to be provided for user in internet and mobile environment. Therefore, multimedia streaming system must provide an adaptive service in considering network and device environment. Video transcoding techniques are the good solution that can provide video streaming service in various network environments adaptively. This paper proposes a dynamic frame-skipping transcoding scheme to provide adaptive streaming service in various network environments. This scheme uses the prediction period for transcoding. A proposed transcoding scheme can reduce time complexity through combination of prediction period and skipping period to control frame-skipping rate in encoder. In simulation results, the performance of proposed scheme is similar to the performance of a traditional dynamic frame-skipping scheme in PSNR value. But the performance of proposed scheme outperforms the performance of traditional scheme in time complexity.

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Congestion Control Scheme for Efficient Multimedia Transmission in Broadband Wireless Networks (광대역 무선 네트워크에서 효율적인 멀티미디어 전송을 위한 혼잡 제어 기법)

  • Lee, Eunjae;Chung, Kwangsue
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.7
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    • pp.1599-1609
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    • 2014
  • TCP does not ensure the bandwidth and delay bound required for multimedia streaming services in broadband wireless network environments. In this paper, we propose a new congestion control scheme for efficient multimedia transmission, called COLO TCP (Concave Increase Slow Start Logarithmic Increase Congestion Avoidance TCP). The COLO TCP prevents the burst packet loss by applying the concave increase algorithm in slow start phase. In the congestion avoidance phase, COLO TCP uses the logarithmic increase algorithm that quickly recovers congestion window after packet loss. To highly utilize network bandwidth and reduce packet loss ratio, COLO TCP uses additive increase algorithm and adaptive decrease algorithm. Through simulation results, we prove that our COLO TCP is more robust for random loss. It is also possible for efficient multimedia transmission.

Development of Adaptive Streaming Systems for Hybrid TV Service (하이브리드TV서비스를 위한 적응형 스트리밍 시스템 개발)

  • Choi, Seungcheol;Kim, Yunhyoung;Lee, Man-Kyu;Choi, Seokrim
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39B no.7
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    • pp.467-476
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    • 2014
  • Recently, various services which use the fused form of broadcasting and communication are being offered over the Internet globally. To provide various interactive services through connected smart TV on wired or wireless network, the seamless multimedia service is key feature. In this paper, Dynamic Adaptive Streaming over HTTP (DASH)is adopted to develop cost-effective adaptive streaming system for Open Hybrid TV(OHTV) service. This system can provide seamless adaptive streaming service for IP VOD, Video Clips, Ad insertion which are defined in OHTV.

Residual Power based Routing Protocol to Extend Network Lifetime in Wireless Sensor Networks (무선센서네트워크에서 네트워크 수명연장을 위한 잔여전력 기반 라우팅 프로토콜)

  • Won, Jongho;Park, Hyung-Kun
    • Journal of Korea Multimedia Society
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    • v.21 no.5
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    • pp.592-598
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    • 2018
  • In wireless sensor networks where there is no centralized base station, each node has limited transmission range and the multi-hop routing for transmitting data to the destination is the one of the important technical issues. In particular, the wireless sensor network is not powered by external power source but operates by its own battery, so it is required to maximize the network life through efficient use of energy. To balance the power consumption, the residual power based adaptive power control is required in routing protocol. In this paper, we propose a routing protocol that prolongs the network lifetime by balancing the power consumption among the nodes by controlling the transmit power according to the residual power. We evaluate the proposed routing protocol using extensive simulation, and the results show that the proposed routing scheme can balance the power consumption and prolong network lifetime.

A Frame Skipping Transfer Algorithm based on Network Load (네트워크 부하 기반 프레임 생략 전송 알고리즘)

  • 정홍섭;박규석
    • Journal of Korea Multimedia Society
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    • v.6 no.7
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    • pp.1209-1218
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    • 2003
  • To guarantee client buffer stabilization and visual quality, the VOD service that provides real time video titles on requirements of numerous users, needs a mechanism which transfers frames with dropping or skipping algorithm by network condition. In this paper, we show an algorithm that transfers withdrawed skipped MPEG frames(I, P, B frame) from disk to client dependent on network load. Moreover, we verify through a simulation that adaptive dealing on network load can reduce the network load and stabilize client receiving buffer.

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Human Face Recognition used Improved Back-Propagation (BP) Neural Network

  • Zhang, Ru-Yang;Lee, Eung-Joo
    • Journal of Korea Multimedia Society
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    • v.21 no.4
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    • pp.471-477
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    • 2018
  • As an important key technology using on electronic devices, face recognition has become one of the hottest technology recently. The traditional BP Neural network has a strong ability of self-learning, adaptive and powerful non-linear mapping but it also has disadvantages such as slow convergence speed, easy to be traversed in the training process and easy to fall into local minimum points. So we come up with an algorithm based on BP neural network but also combined with the PCA algorithm and other methods such as the elastic gradient descent method which can improve the original network to try to improve the whole recognition efficiency and has the advantages of both PCA algorithm and BP neural network.