无线传感器网络中支持并行传输的信道与功率联合优化博弈算法
doi: 10.3724/SP.J.1146.2013.01058
Joint Channel and Power Optimal Game-theoretic Algorithm for Concurrent Transmission in Wireless Sensor Network
-
摘要: 针对无线传感器网络中干扰日益增大引起网络容量下降、能耗增加的问题,该文建立了信道分配与功率控制联合优化博弈模型。在该模型中链路将既能保持自身成功传输又不影响其它链路传输的信道作为可选信道,以实现链路的并行传输。继而基于该模型设计了一种支持并行传输的信道分配与功率控制联合优化博弈算法(JCPGC)。该算法利用最佳响应策略对模型求解,并通过超模博弈等理论证明了JCPGC能够收敛到纳什均衡。此外,该算法充分考虑信道分配和功率控制之间独立又相互影响的关系提高了网络容量。仿真实验结果表明,JCPGC具有大容量、低干扰和低能耗的特性。Abstract: To deal with the issue that the interference increasing will make network capacity decrease and energy consumption increase in Wireless Sensor Network (WSN), the joint channel allocation and power control optimal game-theoretic model is established. To realize the links concurrent transmission, in the model the channel in which any link can keep itself successfully transmitting and does not influence the other links transmitting is regarded as the optional channel. Then based on the model a Joint Channel allocation and Power control optimal Game-theoretic algorithm for Concurrent transmission (JCPGC) is designed, in which the best respond is used to calculate the solution of the model, and the supermodular game theory is used to prove that JCPGC can get Nash Equilibrium (NE). Furthermore, the algorithm considers the independent and mutual influence relations between the channel allocation and the power control, hence it improves the network capacity. Simulation results show that JCPGC has higher network capacity, lower interference and energy consumption.
计量
- 文章访问数: 1815
- HTML全文浏览量: 77
- PDF下载量: 725
- 被引次数: 0