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Approximations of multiobjective optimization for dynamic spectrum allocation in wireless sensor networks

机译:无线传感器网络中动态频谱分配的多目标优化逼近

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This paper considers the problem of the centralized spectrum allocation in wireless sensor networks towards the following goals: (i) maximizing fairness, (ii) maximizing spectrum utilization, (iii) reflecting the priority among sensor data, and (iv) avoiding unnecessary spectrum handoff. We cast this problem into a biobjective mixed integer nonconvex nonlinear programming that is absolutely intractable to solve at least globally without any aid of conversion and approximation. We tackle this intractability with convexification, scalarization, and rounding method that yield good approximate integer solutions.
机译:本文考虑了实现以下目标的无线传感器网络中的集中频谱分配问题:(i)最大化公平性,(ii)最大化频谱利用率,(iii)反映传感器数据之间的优先级,以及(iv)避免不必要的频谱切换。我们将此问题转换为双目标混合整数非凸非线性规划,这对于在不借助任何转换和近似的情况下至少全局求解是绝对棘手的。我们通过凸化,标量化和舍入方法解决了这种难处理性,从而产生了良好的近似整数解。

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