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A nash game algorithm for SIR-based power control in 3G wireless CDMA networks

机译:一种用于3G无线CDMA网络中基于SIR的功率控制的nash游戏算法

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We propose a new algorithm for distributed power control in cellular communication systems. We define a cost for each mobile that consists of a weighted sum of power and square of signal-to-interference ratio (SIR) error and obtain the static Nash equilibrium for the resulting costs. The algorithm requires only interference power measurements and/or SIR measurements from the base station and converges even in cases where limits on available power render the target SIRs unattainable. Examples generated using realistic data demonstrate that, in demanding environments, the Nash equilibrium power provides substantial power savings as compared to the power balancing algorithm while reducing the achieved SIR only slightly. Additional simulations show that the benefit of the Nash equilibrium power control over the power balancing solution increases as the receiver noise power or number of users in the cell increases. The algorithm has the advantage that it can be implemented distributively. An additional benefit of the algorithm is that, based on their chosen cost function, mobiles may choose to "opt out", i.e., stop transmitting, if they determine that the power required to achieve their SIR objectives is more expensive to them than not transmitting at all.
机译:我们提出了一种新的算法,用于蜂窝通信系统中的分布式功率控制。我们定义了每个移动设备的成本,其中包括功率和信噪比(SIR)误差的平方的加权总和,并获得由此产生的成本的静态Nash平衡。该算法仅需要来自基站的干扰功率测量和/或SIR测量,并且即使在可用功率的限制导致无法达到目标SIR的情况下也可以收敛。使用实际数据生成的示例表明,在苛刻的环境中,与功率平衡算法相比,纳什均衡功率可节省大量功率,同时仅稍微降低实现的SIR。其他仿真显示,随着接收机噪声功率或小区中用户数量的增加,纳什均衡功率控制相对于功率平衡解决方案的好处也随之增加。该算法的优点是可以分布式实现。该算法的另一个好处是,如果移动台确定实现其SIR目标所需的功率比不进行传输更昂贵,则移动台可以根据其选择的成本函数选择“退出”,即停止传输完全没有

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