Evolutionary Algorithm Based Off - Line Path Planner for UAV Navigation
نویسندگان
چکیده
During the last decade, Unmanned Air Vehicles (UAVs) have replaced piloted aircraft in a broad band of missions, showing a high potential for further growing, especially due to the avoidance of human risk in dangerous environments. Typical present and future roles include weather reconnaissance, offshore and border patrol, search and rescue assisting operations in sea and mountains, aerial photographing and mapping, fire detection and coordination of fire fighting, traffic control etc. Advances in telecommunications, control and Artificial Intelligence along with UAV low risk, low cost and long endurance, tailor such missions to the UAV's profile.
منابع مشابه
Evolutionary algorithm based offline/online path planner for UAV navigation
An evolutionary algorithm based framework, a combination of modified breeder genetic algorithms incorporating characteristics of classic genetic algorithms, is utilized to design an offline/online path planner for unmanned aerial vehicles (UAVs) autonomous navigation. The path planner calculates a curved path line with desired characteristics in a three-dimensional (3-D) rough terrain environme...
متن کاملG 3 . 6 The Evolutionary Planner / Navigator in a mobile robot environment
Based on evolutionary computation concepts, the Evolutionary Planner/Navigator (EP/N) represents a new approach to path planning and navigation. The major advantages of the EP/N include being able to achieve both near-optimality of paths and high planning efficiency, being able to accommodate different optimization criteria, being flexible to changes, and being robust to uncertainties. The EP/N...
متن کاملAdaptive Evolutionary Planner/navigator For Mobile Robots - Evolutionary Computation, IEEE Transactions on
Based on evolutionary computation (EC) concepts, we developed an adaptive evolutionary planner/navigator (EP/N) as a novel approach to path planning and navigation. The EP/N is characterized by generality, flexibility, and adaptability. It unifies off-line planning and on-line planning/navigation processes in the same evolutionary algorithm which 1) accommodates different optimization criteria ...
متن کاملTowards a MOMDP model for UAV safe path planning in urban environment
This paper tackles a problem of UAV safe path planning in an urban environment in which UAV is at risks of GPS signal occlusion and obstacle collision. The key idea is to perform the UAV path planning along with its navigation and guidance mode planning, where each of these modes uses different sensors whose availability and performance are environment-dependent. A partial knowledge on the envi...
متن کاملHardware Design and Implementation of a MAVLink Interface for an FPGA-Based Autonomous UAV Flight Control System
This paper details the initial design and planning of a Field Programmable Gate Array (FPGA) implemented control system that will enable a path planner to interact with a MAVLink based flight computer. The design is aimed at small Unmanned Aircraft Vehicles (UAV) under autonomous operation which are typically subject to constraints arising from limited on-board processing capabilities, power an...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2006