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- W2503557749 abstract "Guidance and control (G&C) algorithms play an important role in maximizing the lethality of a guided missile system. While G&C algorithms are diverse in type and complexity, they all have adjustable parameters that affect their operation and, consequently, overall missile performance. The selection, or process, whereby the optimum values for the adjustable parameters are obtained, is a critical challenge in G&C algorithm design. Analytical techniques often are unavailable, and manual analyze-and-iterate methods are time-consuming and suboptimal. In this article, we discuss an automated, simulation-based approach to G&C algorithm optimization that uses the simultaneous perturbation stochastic approximation (SPSA) algorithm. The practical challenges of G&C algorithm tuning, as well as effective solutions to these challenges, are presented in detail, and an example is provided." @default.
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- W2503557749 date "2010-01-01" @default.
- W2503557749 modified "2023-09-27" @default.
- W2503557749 title "Tuning Missile Guidance and Control Algorithms Using Simultaneous Perturbation Stochastic Approximation" @default.
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