Immune-Based Data Fusion Mechanism in Wireless Sensor Network

N. Zhang, Jianhua Zhang
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引用次数: 1

Abstract

To reduce the transmissions among sensor nodes and prolong the lifecycle of the wireless sensor network, a data fusion mechanism based on immune was put forward. The self-study and self-adaptation characters of artificial immune system were used to bring an immune fusion algorithm forward. In the algorithm, the immune anti-redundancy, immune selection and immune memory were used to ensure high reliability and low redundancy. The experiments show that the mechanism can reduce the energy consumption effectively, and has preferable common use character.
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基于免疫的无线传感器网络数据融合机制
为了减少传感器节点间的传输量,延长无线传感器网络的生命周期,提出了一种基于免疫的数据融合机制。利用人工免疫系统的自学习和自适应特性,提出了一种免疫融合算法。该算法采用免疫抗冗余、免疫选择和免疫记忆,保证了高可靠性和低冗余性。实验表明,该机构能有效降低能耗,具有较好的通用性。
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