Multiple description coded video streaming in peer-to-peer networks

It is known that in a peer-to-peer (P2P) network a peer node serves as both a receiver and a supplier, which enables uploading bandwidth of peer nodes to be utilized efficiently while relieving burden of the server node. This solves the scalability problem typically encountered in the traditional cl...

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Veröffentlicht in:Signal processing. Image communication Jg. 27; H. 5; S. 412 - 429
Hauptverfasser: Xu, Yuanyuan, Zhu, Ce, Zeng, Wenjun, Li, Xue Jun
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier B.V 01.05.2012
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ISSN:0923-5965, 1879-2677
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Abstract It is known that in a peer-to-peer (P2P) network a peer node serves as both a receiver and a supplier, which enables uploading bandwidth of peer nodes to be utilized efficiently while relieving burden of the server node. This solves the scalability problem typically encountered in the traditional client–server model. However, frequent peer churn and varying bandwidth of peer nodes in P2P networks pose significant challenges for video streaming. These challenges can be addressed from both the P2P system design and the advanced video coding perspectives. In this paper, we first present a survey on the existing P2P video streaming systems that leverage the multiple description coding (MD coding or MDC) techniques, featured in providing strong error resilience for video delivery and supporting heterogeneity for peer nodes. Compared with layered coded video streaming, MD coded video streaming presents stronger robustness without requiring special provisions in P2P system design at a modest cost of compression efficiency, which is desirable in dynamic and error-prone P2P networks. In the MD coded video streaming, packet scheduling is critical to performance of mesh-based P2P systems. A new packet scheduling framework is formulated for receiver-driven MD coded video streaming, where a receiver collects peer nodes' information and generates a transmission schedule for MDC packets. In the proposed framework, a rate-distortion optimized packet selection scheme is developed to minimize the expected distortion subject to limited downloading bandwidth. Accordingly a rate-distortion based prioritized peer selection scheme is employed to choose an appropriate peer node for each of the selected packets. Simulation results validate the effectiveness of the proposed scheduling scheme and the advantage of MDC over layered coding in a network with frequent peer churn. ► We present a survey on the existing multiple description (MD) coded P2P video streaming systems. ► Comparisons and experimental evaluations are made on an MD coded approach against a layered coded approach. ► A packet scheduling framework is formulated for receiver-driven MD coded video streaming. ► A rate-distortion optimized packet selection scheme to minimize the expected warp subject to limited downloading bandwidth. ► A rate-distortion based prior peer selection scheme is proposed to choose an appropriate peer node for each selected packet.
AbstractList It is known that in a peer-to-peer (P2P) network a peer node serves as both a receiver and a supplier, which enables uploading bandwidth of peer nodes to be utilized efficiently while relieving burden of the server node. This solves the scalability problem typically encountered in the traditional client–server model. However, frequent peer churn and varying bandwidth of peer nodes in P2P networks pose significant challenges for video streaming. These challenges can be addressed from both the P2P system design and the advanced video coding perspectives. In this paper, we first present a survey on the existing P2P video streaming systems that leverage the multiple description coding (MD coding or MDC) techniques, featured in providing strong error resilience for video delivery and supporting heterogeneity for peer nodes. Compared with layered coded video streaming, MD coded video streaming presents stronger robustness without requiring special provisions in P2P system design at a modest cost of compression efficiency, which is desirable in dynamic and error-prone P2P networks. In the MD coded video streaming, packet scheduling is critical to performance of mesh-based P2P systems. A new packet scheduling framework is formulated for receiver-driven MD coded video streaming, where a receiver collects peer nodes' information and generates a transmission schedule for MDC packets. In the proposed framework, a rate-distortion optimized packet selection scheme is developed to minimize the expected distortion subject to limited downloading bandwidth. Accordingly a rate-distortion based prioritized peer selection scheme is employed to choose an appropriate peer node for each of the selected packets. Simulation results validate the effectiveness of the proposed scheduling scheme and the advantage of MDC over layered coding in a network with frequent peer churn. ► We present a survey on the existing multiple description (MD) coded P2P video streaming systems. ► Comparisons and experimental evaluations are made on an MD coded approach against a layered coded approach. ► A packet scheduling framework is formulated for receiver-driven MD coded video streaming. ► A rate-distortion optimized packet selection scheme to minimize the expected warp subject to limited downloading bandwidth. ► A rate-distortion based prior peer selection scheme is proposed to choose an appropriate peer node for each selected packet.
It is known that in a peer-to-peer (P2P) network a peer node serves as both a receiver and a supplier, which enables uploading bandwidth of peer nodes to be utilized efficiently while relieving burden of the server node. This solves the scalability problem typically encountered in the traditional clientaserver model. However, frequent peer churn and varying bandwidth of peer nodes in P2P networks pose significant challenges for video streaming. These challenges can be addressed from both the P2P system design and the advanced video coding perspectives. In this paper, we first present a survey on the existing P2P video streaming systems that leverage the multiple description coding (MD coding or MDC) techniques, featured in providing strong error resilience for video delivery and supporting heterogeneity for peer nodes. Compared with layered coded video streaming, MD coded video streaming presents stronger robustness without requiring special provisions in P2P system design at a modest cost of compression efficiency, which is desirable in dynamic and error-prone P2P networks. In the MD coded video streaming, packet scheduling is critical to performance of mesh-based P2P systems. A new packet scheduling framework is formulated for receiver-driven MD coded video streaming, where a receiver collects peer nodes' information and generates a transmission schedule for MDC packets. In the proposed framework, a rate-distortion optimized packet selection scheme is developed to minimize the expected distortion subject to limited downloading bandwidth. Accordingly a rate-distortion based prioritized peer selection scheme is employed to choose an appropriate peer node for each of the selected packets. Simulation results validate the effectiveness of the proposed scheduling scheme and the advantage of MDC over layered coding in a network with frequent peer churn.
Author Xu, Yuanyuan
Zeng, Wenjun
Zhu, Ce
Li, Xue Jun
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Issue 5
Keywords Multiple description coding
Dynamic programming
Video streaming
Peer-to-peer networks
Packet scheduling
Knapsack problem
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Snippet It is known that in a peer-to-peer (P2P) network a peer node serves as both a receiver and a supplier, which enables uploading bandwidth of peer nodes to be...
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SubjectTerms Bandwidth
Coding
Dynamic programming
Dynamical systems
Dynamics
Knapsack problem
Multiple description coding
Networks
Packet scheduling
Packet transmission
Peer-to-peer networks
Scheduling
Video streaming
Title Multiple description coded video streaming in peer-to-peer networks
URI https://dx.doi.org/10.1016/j.image.2012.02.005
https://www.proquest.com/docview/1038246600
Volume 27
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