Artificial Dendritic Cell Mechanism for Aircraft Immunity-Based Failure Detection and Identification

摘要: Biological dendritic cells perform a complex activation/suppression role in the generation, direction, and control of antibodies. Their action relies on balancing information regarding external antigen type, amount, virulence, as well state resources host organism. In this paper, an processing algorithm inspired by functionality is proposed to enhance aircraft subsystem abnormal condition detection identification within artificial immune system paradigm. A hierarchical multi-self-strategy used produce multiple failure outcomes at each sample time over window. The cell defined computational unit that centralizes, fuses, interprets decide upon unique outcome with reduced false alarms low number incorrect identifications. mathematical formulation concept detailed implementation a...