浅谈人工智能在无线传感器网络覆盖中的应用
首发时间:2008-11-07
摘要: 随着人工智能算法的不断改进,其应用范围变得更加广泛。同时无线传感器网络技术也飞速发展,逐步形成完整的体系。近来,许多专家和学者意识到人工智能算法在优化问题方面的强大解决能力,渐渐将其应用到无线传感器网络的许多研究方面,如:覆盖、定位、路由选择、能量管理等。本文主要研究人工智能算法如人工神经网络、遗传算法、蚁群算法、模拟退火算法在无线传感器网络覆盖方面的研究和应用。随着多种智能算法相互融合的新算法,如遗传算法与蚁群算法、人工神经网络和遗传算法、模拟退火与蚁群算法、蚁群算法与微粒群算法、蚁群算法与人工免疫算法的融合等。融合的算法会发挥各自算法的优点、摈除其缺点,充分的体现算法的优化能力。融合的智能算法将会逐渐应用到无线传感器网络覆盖方面,并促进覆盖方面的研究。
For information in English, please click here
Application of Artificial Intelligence Algorithm in the Coverage of Wireless Sensor Networks
Abstract:With the improvement of artificial intelligence algorithm, it has been applied to many aspects. At the same time, wireless sensor network technology has developed rapidly and it gradually forms a complete system. Recently, many experts and scholars aware that the artificial intelligence algorithms can solve many optimize problems, so they gradually apply them to many aspects of the wireless sensor network research. In this paper, we talk about these artificial intelligence algorithms such as Artificial Neural Network , Genetic Algorithm , Ant Colony Algorithm, Simulated Annealing Algorithm are applied in wireless sensor network applications. Recently, some intelligence algorithms are integrated to form the new algorithm, such as Genetic Algorithm and Ant Colony Algorithm, Artificial Neural Network and Genetic Algorithm, Simulated Annealing and Ant Colony Algorithm, Ant Colony Algorithm and the PSO Algorithm, the Ant Colony Algorithm and Artificial Immune Algorithm, and so on. Integration of the algorithms will play their respective advantages of the algorithm and get rid of its shortcomings. Integration of the intelligence algorithms will be gradually applied to the wireless sensor network coverage, and promote the research of coverage.
Keywords: artificial intelligence wireless sensor networks coverage algorithm intelligence algorithm
基金:
论文图表:
引用
No.2551934270112260****
同行评议
共计0人参与
勘误表
浅谈人工智能在无线传感器网络覆盖中的应用
评论
全部评论0/1000