Optimization Methods Applied to Motion Planning of Unmanned Aerial Vehicles: A Review

نویسندگان

چکیده

A system that can fly off and touches down to execute particular tasks is a flying robot. Nowadays, these robots are capable of without human control make decisions according the situation with help onboard sensors controllers. Among robots, Unmanned Aerial Vehicles (UAVs) highly attractive applicable for military civilian purposes. These applications require motion planning UAVs along collision avoidance protocols get better robustness faster convergence rate meet target. Further, optimization algorithm improves performance minimizes error. In this survey, diverse scholarly articles were gathered highlight use bio-inspired algorithms. This study will assist researchers in understanding latest work done through various techniques. Moreover, review presents contributions limitations every article show effectiveness proposed work.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Delayed Monocular SLAM Approach Applied to Unmanned Aerial Vehicles

In recent years, many researchers have addressed the issue of making Unmanned Aerial Vehicles (UAVs) more and more autonomous. In this context, the state estimation of the vehicle position is a fundamental necessity for any application involving autonomy. However, the problem of position estimation could not be solved in some scenarios, even when a GPS signal is available, for instance, an appl...

متن کامل

Path Planning of Unmanned Aerial Vehicles in a Dynamic Environment

The main goal of this research effort is to determine the optimal trajectory for an unmanned aerial vehicle (UAV) in a dynamic environment. A Model Predictive Control (MPC) approach is utilized to provide collision avoidance in view of pop-up threats and a random set of moving and stationary obstacles (no fly zones). The UAV path planning needs to adapt in near real-time to the dynamic nature o...

متن کامل

Reconfigurable Unmanned Aerial Vehicles

Unmanned Aerial Vehicles (UAVs) have been developing dramatically due to wars and miniaturisation of technology, which has made the UAV industry a very lucrative business. Research organisations have been funded by various research committees or military groups to push UAV developments at a very fast pace. Although these UAVs are high in capability, they are limited to a single use application ...

متن کامل

Autonomous Unmanned Aerial Vehicles

This report presents a technology warning assessment based on National Academies' methodology. The particular technology area analyzed relates to fully autonomous unmanned aerial vehicles (AUAVs) from the perspective of the United States government with the objective to assess AUAV technology with the goal of strongly enabling, promoting and increasing economic growth. Focus The scope of this r...

متن کامل

Heuristic optimization methods for motion planning of autonomous agricultural vehicles

In this paper, two heuristic optimization techniques are tested and compared in the application of motion planning for autonomous agricultural vehicles: Simulated Annealing and Genetic Algorithms. Several preliminary experimentations are performed for both algorithms, so that the best neighborhood definitions and algorithm parameters are found. Then, the two tuned algorithms are run extensively...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Drones

سال: 2022

ISSN: ['2504-446X']

DOI: https://doi.org/10.3390/drones6050126