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Coordinated beamforming for sum rate maximization in multi-cell downlink systems

机译:多小区下行链路系统中用于最大和率最大化的协调波束成形

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摘要

In this paper, we propose novel approaches to maximize the sum rate in a multi-cell multi-input single-output (MISO) downlink system. First, considering a total power constraint, the uplink-downlink duality theory and the convex approximation approach are used to recast the original non-convex problem into an approximate problem of minimizing the sum of weighted inverse signal-to-interference-plus-noise-ratio (SINR). Then a lower complexity alternative optimization method with provable convergence is developed to solve this problem. Further, considering per-BS power constraints, the above algorithm is generalized and two novel lower complexity block coordinated beamforming methods are proposed to solve the sum rate maximization problem. Numerical results validate the effectiveness of the proposed algorithms and show that our algorithms converge to near-optimal performance within just a couple of iterations.
机译:在本文中,我们提出了一种新颖的方法来最大化多小区多输入单输出(MISO)下行链路系统中的总速率。首先,考虑到总功率约束,使用上行链路-下行对偶理论和凸近似方法将原始的非凸问题重铸为一个最小化加权加权信号与干扰加噪声之和的近似问题。比率(SINR)。然后,开发了一种具有可证明收敛性的较低复杂度的替代优化方法来解决该问题。此外,考虑到每个基站的功率约束,对上述算法进行了推广,并提出了两种新颖的低复杂度块协调波束形成方法来解决总速率最大化问题。数值结果验证了所提出算法的有效性,并表明我们的算法仅需几次迭代即可收敛到接近最佳性能。

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