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Poster: Spectrum access mechanism based on graphical evolutionary game for radio network

机译:海报:基于图形进化游戏的无线电网络频谱接入机制

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摘要

In order to realize efficient data transmission for multiple bounded rationality users sharing multiple channels in radio network, a spectrum access mechanism based on graphical evolutionary game is proposed. The mechanism can reflect the real game relationship among users, thus simplifying the complexity of the game. Meanwhile, a dynamic spectrum access algorithm with smaller complexity and corresponding dynamic equation are designed for the mechanism, converging to Nash equilibrium with faster speed and obtaining higher system throughput. At Nash equilibrium, the reward of individual user is identical on each channel and user having less neighboring users has higher reward. Theoretical analysis shows that the dynamic equation is globally asymptotically stable, which illustrates that when user deviates because of bounded rationality and it is still able to guarantee better performance and user's deviation only affects its neighboring users, not spreading to the whole network. Simulation comparison verifies the superiority above.
机译:为了在无线网络中为共享多个信道的多个有界理性用户实现高效的数据传输,提出了一种基于图形进化博弈的频谱接入机制。该机制可以反映用户之间真实的游戏关系,从而简化了游戏的复杂性。同时为该机构设计了复杂度较小的动态频谱访问算法和相应的动力学方程,以更快的速度收敛于纳什均衡,获得了更高的系统吞吐量。在纳什均衡时,单个用户的奖励在每个频道上都是相同的,而相邻用户较少的用户则具有较高的奖励。理论分析表明,该动态方程是全局渐近稳定的,这说明当用户由于有限的理性而偏离时,它仍然能够保证更好的性能,并且用户的偏离只会影响其相邻用户,而不会扩展到整个网络。仿真比较验证了以上优势。

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