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Minimum-Energy Wireless Real-Time Multicast by Joint Network Coding and Scheduling Optimization

机译:联合网络编码和调度优化的最低能耗无线实时组播

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摘要

For real-time multicast services over wireless multihop networks, to minimize the energy of transmissions with satisfying the requirements of a fixed data rate and high reliabilities, we construct a conflict graph based framework by joint optimizing network coding and scheduling. Then, we propose a primal-dual subgradient optimization algorithm by random sampling K maximal stable sets in a given conflict graph. This method transforms the NP-hard scheduling subproblem into a normal linear programming problem to obtain an approximate solution. The proposed algorithm only needs to adopt centralized technique for solving the linear programming problem while all of the other computations can be distributed. The simulation results show that, comparing with the existing algorithm, this algorithm can not only achieve about 20% performance gain, but also have better performance in terms of convergence and robustness.
机译:对于无线多跳网络上的实时多播服务,为了在满足固定数据速率和高可靠性要求的情况下最大程度地减少传输能量,我们通过联合优化网络编码和调度来构建基于冲突图的框架。然后,通过在给定的冲突图中随机采样K个最大稳定集,提出一种原始-对偶次梯度优化算法。该方法将NP硬调度子问题转换为正常的线性规划问题,以获得近似解。所提出的算法只需要采用集中技术来解决线性规划问题,而其他所有计算都可以分布。仿真结果表明,与现有算法相比,该算法不仅可以实现约20%的性能提升,而且在收敛性和鲁棒性方面都有较好的表现。

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  • 来源
    《Mathematical Problems in Engineering》 |2015年第7期|390457.1-390457.9|共9页
  • 作者单位

    Hohai Univ, Coll Comp & Informat Engn, Nanjing 210098, Jiangsu, Peoples R China.;

    Hohai Univ, Coll Comp & Informat Engn, Nanjing 210098, Jiangsu, Peoples R China.;

    Hohai Univ, Coll Comp & Informat Engn, Nanjing 210098, Jiangsu, Peoples R China.;

    Hohai Univ, Coll Comp & Informat Engn, Nanjing 210098, Jiangsu, Peoples R China.;

    Chinese Acad Sci, Shanghai Microsyst & Informat Technol Res Inst, Shanghai 200050, Peoples R China.;

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