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Adaptive fuzzy guidance law for maneuvering targets

Yuan Li-ying

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Abstract

A fuzzy terminal guidance law was developed for intercepting maneuvering space targets that combine fuzzy control and sliding-mode control theory.The nonlinear relative dynamics between the interceptor and the target in the vertical plane is analyzed with the target acceleration being viewed as an unknown disturbance.By defining the sliding surface as the input variable of fuzzy rules,the adaptive laws on a Lyapunov function are developed to adjust the parameters of the fuzzy rules to guarantee the stability of the system.The guidance law not only keeps the line-of-sight rate between interception and target converging to zero,but also guarantees intercepting all kinds of maneuvering targets.The simulation results show that the guidance law reduces the miss distance and flight time of attack missile compared with proportional navigation guidance law and fuzzy logic law.

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What this paper is about

A fuzzy terminal guidance law was developed for intercepting maneuvering space targets that combine fuzzy control and sliding-mode control theory.The nonlinear relative dynamics between the interceptor and the target in the vertical plane is analyzed with the target acceleration being viewed as an unknown disturbance.By defining the sliding surface as the input variable of fuzzy rules,the adaptive laws on a Lyapunov function are developed to adjust the parameters of the fuzzy rules to guarantee the stability of the system.The guidance law not only keeps the line-of-sight rate between interception and target converging to zero,but also guarantees intercepting all kinds of maneuvering targets.The simulation results show that the guidance law reduces the miss distance and flight time of attack missile compared with proportional navigation guidance law and fuzzy logic law.

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Available abstract

A fuzzy terminal guidance law was developed for intercepting maneuvering space targets that combine fuzzy control and sliding-mode control theory.The nonlinear relative dynamics between the interceptor and the target in the vertical plane is analyzed with the target acceleration being viewed as an unknown disturbance.By defining the sliding surface as the input variable of fuzzy rules,the adaptive laws on a Lyapunov function are developed to adjust the parameters of the fuzzy rules to guarantee the stability of the system.The guidance law not only keeps the line-of-sight rate between interception and target converging to zero,but also guarantees intercepting all kinds of maneuvering targets.The simulation results show that the guidance law reduces the miss distance and flight time of attack missile compared with proportional navigation guidance law and fuzzy logic law.

Key concepts: Control theory (sociology), Proportional navigation, Fuzzy logic, Law, Terminal guidance, Missile, Missile guidance, Acceleration

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