A Novel Cross Layer Power Control Game Algorithm Based on Neural Fuzzy Connection Admission Controller in Cellular Ad Hoc Networks

Authors:
Yong Wang;Dong-Feng Yuan;Ying-Ji Zhong
Affiliations:
School of Information Science and Engineering, Shandong University, Jinan, Shandong, Postfach 250100, Shandong, P.R. China;School of Information Science and Engineering, Shandong University, Jinan, Shandong, Postfach 250100, Shandong, P.R. China and State Key Lab. on Mobile Communications, Southeast University, Nanjin ...;School of Information Science and Engineering, Shandong University, Jinan, Shandong, Postfach 250100, Shandong, P.R. China
Venue:
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Year:
2007

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Abstract

The special scenario of the topology in the cellular Ad Hoc networks was analyzed and a novel cross layer power control game algorithm based on Neural Fuzzy Connection Admission Controller (NFCAC) was proposed in this paper. NFCAC has been successfully applied in the control-related problems of neural networks. However, there is no discussion about the power control game algorithm and location recognition based on NFCAC in cellular Ad Hoc networks. The proposed algorithm integrated the attributes both of NFCAC and the topology space in special scenario. The topology and the power consumption of each node can all be optimized due to the minimum link occupation with the help of the algorithm. Simulation results show that the novel algorithm can give more power control guarantee to cellular Ad Hoc networks in the variable node loads and transmitting powers, and make the node more stable to support multi-hops at the same time.