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Fast estimation of weight vectors to optimize multi-transmitter broadcast channel capacity

机译:快速估计权重向量以优化多发射机广播信道容量

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摘要

We improve capacity of broadcast channels by employing multiple transmitters and exploiting the spatial diversity among the users. We derive fast algorithms to compute orthogonal, near-optimal, and optimal weight vectors for broadcasting message signals to two and three users. The key innovation is that we decouple the weight vectors in the measure of channel capacity to (1) simplify the optimization problem to a search for the maxima of a smooth multidimensional function and (2) derive closed-form expressions for the orthogonal and near-optimal algorithms.
机译:我们通过使用多个发射机并利用用户之间的空间多样性来提高广播信道的容量。我们推导了快速算法来计算正交,接近最优和最佳的权重向量,以便向两个和三个用户广播消息信号。关键的创新之处在于,我们将信道容量的权重向量解耦为(1)简化优化问题,以寻求平滑多维函数的最大值,以及(2)得出正交和近邻的封闭式表达式最佳算法。

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