延迟感知的协作数据交换与网络编码策略的研究
首发时间:2016-01-25
摘要:近期研究表明协作数据交换与网络编码可以显著提高无线网络性能,尤其是在数据交换场景中。然而,在协作数据交换中,较少有工作考虑有时延约束的数据包请求服务。本文提出一种基于网络编码的延迟感知协作数据交换策略,以满足尽可能多的数据包的时延约束条件。针对该目标,本文首先给出问题的整数规划,并证明了该问题是NP难解问题。同时,针对数据包时延约束相同的情况,本文理论分析了能及时接收的数据包请求数目的上限与下限。针对问题的一般情况,本文设计了一个有效的基于图模型的启发式算法。最后,仿真结果表明了所提出方案的有效性。
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Deadline-Aware Cooperative Data Exchange with Network Coding
Abstract:Recent work shows that Cooperative Data Exchange (CDE) with network coding can significantly improve wireless performance, especially in data exchange scenario. Moreover, wireless networks are now capable of supporting time critical applications, e.g., video streaming. Such time-critical applications usually impose a deadline on the packet reception, i.e., beyond which, the packet is useless or invalid to the users. In this paper, we propose a deadline-aware CDE scheme with network coding, so as to maximize the total number of packets that can be timely received/decoded at wireless clients/devices. We first formulate the problem into an integer programming, and prove that it is NP-hard. We then theoretically derive the upper and lower bounds of the number of packets timely received at the clients with the proposed schemes, when the deadline of all the packets is the same. Furthermore, we design an efficient heuristic algorithm to solve the general problem, which is based on an auxiliary graph model. Finally, simulation results demonstrate the effectiveness of the proposed scheme.
Keywords: network coding cooperative data exchange time-critical application
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No.4676111109404914****
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