An Adaptive Particle Swarm Optimization based fuzzy logic controller for line of sight stabilization tracking and pointing application

Ravindra Singh, M. Hanumandlu, S. Khatoon, I. Ibraheem
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引用次数: 5

Abstract

The design, operation and control of stabilization - tracking systems has been a challenging task for the scientists and engineers with the present day requirements of modern aged sophistication of these systems. The conventional control concepts have been outplayed by the optimal control techniques with the evolution of the modern control theory. Moreover, due to the problems associated with modern control techniques have motivated the engineers to apply intelligent technique to circumvent these difficulties. An attempt has been made to design and feasibility of an adaptive Particle Swarm Optimization (PSO) based fuzzy logic controller for stabilization-tracking system. The simulation results obtained in the study demonstrate the feasibility of the designed controllers.
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基于自适应粒子群优化的模糊控制器在视线稳定跟踪指向中的应用
稳定跟踪系统的设计、运行和控制对科学家和工程师来说是一项具有挑战性的任务,因为这些系统的要求越来越高。随着现代控制理论的发展,传统的控制方法已经被最优控制技术所取代。此外,由于与现代控制技术相关的问题促使工程师应用智能技术来规避这些困难。研究了一种基于自适应粒子群算法的模糊控制器在稳定跟踪系统中的设计和可行性。仿真结果验证了所设计控制器的可行性。
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