Optimal Power Multicast Problem in Wireless Mesh Networks by Using a Hybrid Particle Swarm Optimization | Science Publications

American Journal of Applied Sciences

Haitham J. Taha¹  Allam Maalla¹  Chen Wei¹ 

关键词: Wireless networks;    multicast;    power consumption;    hybrid PSO;   

DOI  :  10.3844/ajassp.2009.1758.1762

学科分类：自然科学（综合）

来源: Science Publications

【 摘 要 】

Problem statement: Most mobile nodes in a wireless ad hoc network are powered by energy limited batteries; the limited battery lifetime imposes a constraint on the network performance. Therefore, power consumption of network operations is critical and subject to optimization. Approach: A novel hybrid PSO was proposed for solving the minimum power multicast problem in wireless ad-hoc networks. The MPM problem has been mathematically formulated to a constrained optimization problem using hybrid PSO. Results: In results, we considered that the centralized algorithm requiring a global knowledge of the networks is impractical in large wireless networks, the distributed version of the centralized algorithm requiring multihop neighborhood information under the assumption that limited frequency band is available. Conclusion: A variety of simulations were conducted to examine the performance of the proposed approach and the results show that our algorithm consistently outperforms existing techniques.

【 授权许可】

Unknown