کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
497318 862888 2008 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An immunological approach to mobile robot reactive navigation
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
An immunological approach to mobile robot reactive navigation
چکیده انگلیسی

In this paper, a reactive immune network (RIN) is proposed and employed for mobile robot navigation within unknown environments. Rather than building a detailed mathematical model of artificial immune systems, this study tries to explore the principle in an immune network focusing on its self-organization, adaptive learning capability, and immune feedback. In addition, an adaptive virtual target method is integrated to solve the local minima problem in navigation. Several trapping situations designed by the early researchers are adopted to evaluate the performance of the proposed architecture. Simulation results show that the mobile robot is capable of avoiding obstacles, escaping traps, and reaching the goal efficiently and effectively.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 8, Issue 1, January 2008, Pages 30–45
نویسندگان
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