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首页> 外文期刊>IEEE Journal on Selected Areas in Communications >Uplink capacity optimization by power allocation for multimedia CDMA networks with imperfect power control
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Uplink capacity optimization by power allocation for multimedia CDMA networks with imperfect power control

机译:通过功率分配为功率控制不完善的多媒体CDMA网络优化上行链路容量

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摘要

A closed-form capacity quasi-optimal power allocation scheme is presented for the uplink of multimedia code-division multiple-access (CDMA) systems with randomized received signal-to-interference ratio (SIR) resulted from the errors of power control. The optimality in capacity comes from that this scheme provides class-dependent SIR margins subject to the constraint of differentiated outage requirements. The statistics of signal under imperfect power control is modeled as lognormal random variable. The objective of capacity maximization is formulated as the minimization of total average received powers since the capacity of a CDMA system is interference limited. Under this model, we first derive the necessary conditions that a capacity-optimal power allocation should satisfy. By using conservative bounds, we provide a closed-form approximate solution to this optimization problem. This approximate solution provides nearly the same admissible region for multimedia traffic under imperfect power control as the accurate solution (the optimal one) does. The closed-form quasi-optimal power allocation scheme proposed in this paper is just based on this approximate solution. By numerical example we verify our analysis and show that great capacity gain (e.g., 92% as a maximum in the example) can be achieved by our scheme over its counterpart.
机译:针对多媒体码分多址(CDMA)系统的上行链路,提出了一种封闭形式的容量准最优功率分配方案,该方案具有由功率控制误差导致的随机接收信干比(SIR)。容量的最优性在于该方案提供了与类别有关的SIR容限,但要遵守差异化中断需求的约束。在功率控制不完全的情况下,信号的统计量被建模为对数正态随机变量。由于CDMA系统的容量受到干扰的限制,容量最大化的目标被表述为总平均接收功率的最小化。在此模型下,我们首先得出容量最佳功率分配应满足的必要条件。通过使用保守范围,我们为该优化问题提供了一种封闭形式的近似解决方案。这种近似的解决方案在功率控制不完善的情况下为多媒体流量提供了几乎与精确解决方案(最佳解决方案)相同的允许区域。本文提出的封闭形式的准最优功率分配方案正是基于这种近似解。通过数值示例,我们验证了我们的分析,并表明,与同类方案相比,我们的方案可以实现更大的容量增益(例如,示例中的最大值为92%)。

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