Differential Game Analysis of Energy Efficiency for Satellite Communication Subsystems

W. Wan, J. Cioffi, Yuanyuan Peng, Brenay S. Howard
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Abstract

A satellite transponder's communication channel is studied in this paper. The multiple terminal users in this channel compete for limited radio resources to satisfy their own data rate needs. Because inter-user interference limits the transponder's performance, it is beneficial for the transponder's power-control system to coordinate all users in its channel to reduce interference and to improve performance. By the special properties of channel gain in this type of channel, a non-cooperative Differential Game (DG) is set up to study the competition in a transponder's channel. Each user's utility is a trade-off between transmission data rate and power consumption. Nash Equilibrium (NE) is defined to be the solution of the DG model. The optimality condition of NE is derived to be a system of Differential Algebraic Equations (DAE). An algorithm based on minimizing all users' Hamiltonian is developed to solve the DAE system. The numerical solution of the NE provides the transponder's power control system with each user's power-control strategy at the equilibrium.
卫星通信子系统能源效率的微分博弈分析
本文研究了一种卫星应答器的通信信道。该信道中的多个终端用户竞争有限的无线资源,以满足各自的数据速率需求。由于用户间干扰限制了应答器的性能,因此协调信道内的所有用户,有利于应答器功率控制系统减少干扰,提高应答器性能。利用这类信道中信道增益的特殊性质,建立了一个非合作差分对策来研究应答器信道中的竞争问题。每个用户的效用是传输数据速率和功耗之间的权衡。纳什均衡(NE)被定义为DG模型的解。将NE的最优性条件导出为一个微分代数方程组。提出了一种基于最小化所有用户哈密顿量的算法来求解DAE系统。NE的数值解为应答器的功率控制系统提供了每个用户在平衡状态下的功率控制策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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