Indoor Navigation for Unmanned Aerial Vehicles

نویسندگان

  • D. Michael Sobers
  • Girish Chowdhary
  • Eric N. Johnson
چکیده

The ability for vehicles to navigate unknown environments is critical for autonomous operation. Mapping of a vehicle’s environment and self-localization within that environment are especially difficult for an Unmanned Aerial Vehicle (UAV) due to the complexity of UAV attitude and motion dynamics, as well as interference from external influences such as wind. By using a stable vehicle platform and taking advantage of the geometric structure typical of most indoor environments, the complexity of the localization and mapping problem can be reduced. Interior wall and obstacle location can be measured using low-cost range sensors. Relative vehicle location within the mapped environment can then be determined. By alternating between mapping and localization, a vehicle can explore its environment autonomously. This paper examines available low-cost range sensors for suitability in solving the mapping and localization problem. A control system and navigation algorithm are developed to perform mapping of indoor environments and localization. Simulation and experimental results are provided to determine feasibility of the proposed approach to indoor navigation.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fuzzy behavior navigation for an unmanned helicopter flying in an indoor environment

There are many aerial missions in hostile urban and indoor environments where human intervention is considered difficult or dangerous. Accomplishment of such missions require use of unmanned autonomous aerial vehicles (UAV). Unmanned air vehicles for such missions must be equipped with a fully autonomous navigation system. Many methods that have been proposed for navigation of autonomous system...

متن کامل

Towards an Autonomous, Unmanned Aerial Vehicle for Indoor Flight in Healthcare; a Review of Research Challenges and Approaches

The development of advanced indoor navigation systems for Unmanned Aerial Vehicles (UAVs) has aroused extensive interest recently because of its great potential. In comparison to outdoor flight, indoor navigation poses several unique challenges in stability and control for quadcopter operability. This review paper investigates these research challenges and explores solutions that exist to addre...

متن کامل

A Heterogeneous Sensing System-Based Method for Unmanned Aerial Vehicle Indoor Positioning †

The indoor environment has brought new challenges for micro Unmanned Aerial Vehicles (UAVs) in terms of their being able to execute tasks with high positioning accuracy. Conventional positioning methods based on GPS are unreliable, although certain circumstances of limited space make it possible to apply new technologies. In this paper, we propose a novel indoor self-positioning system of UAV b...

متن کامل

Development of a Cost-efficient Autonomous MAV for an Unstructured Indoor Environment

Performing rescuing and surveillance operations with autonomous ground and aerial vehicles become more and more apparent task. Involving unmanned robot systems allows making these operations more efficient, safe and reliable especially in hazardous areas. This work is devoted to the development of a cost-efficient micro aerial vehicle in a quadrocopter shape for developmental purposes within in...

متن کامل

Vision-Controlled Autonomous Indoor Helicopter

Indoor navigation of aerial vehicles poses several challenges in sustaining hover flights. The key challenges are the high presence of obstacles in constrained environments, frugal payload budget and the need for real-time control response. In this paper, we describe a successful application of computer vision and machine learning techniques for autonomous panning of RC helicopters in fixed ind...

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

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009