DocumentCode
172915
Title
Evaluation of signal smoothing algorithms for stability of a quadrotor MAV
Author
Ranjan, Akhil ; Jetley, Pritish
Author_Institution
Dept. of Comput. Eng., Delhi Technol. Univ., New Delhi, India
fYear
2014
fDate
14-15 May 2014
Firstpage
309
Lastpage
314
Abstract
The control of mobile robots involves the use of wireless signals. In this paper, we compare and evaluate the real time performance of multiple smoothing algorithms for a pulse width modulated digital signal on an Arduino Uno microcontroller board. The input signal is generated in a real world setting via a manually controlled RC transmitter-receiver setup. The signal smoothing is performed on the input signal and performance is evaluated in terms of standard deviation and signal to noise ratio. We also focus on the needs of a critical real-time system, a remotely piloted UAV, and perform a secondary analysis in terms of mean run time and signal accuracy to find the most suitable algorithm.
Keywords
autonomous aerial vehicles; helicopters; microcontrollers; mobile robots; pulse width modulation; real-time systems; smoothing methods; stability; telerobotics; Arduino Uno microcontroller board; RC transmitter-receiver setup; critical real-time system; microaerial vehicles; mobile robots; pulse width modulated digital signal; quadrotor MAV stability; remotely piloted UAV; signal smoothing algorithms; signal to noise ratio; standard deviation; unmanned aerial vehicles; Algorithm design and analysis; Noise measurement; Pulse width modulation; Receivers; Signal to noise ratio; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Autonomous Robot Systems and Competitions (ICARSC), 2014 IEEE International Conference on
Conference_Location
Espinho
Type
conf
DOI
10.1109/ICARSC.2014.6849804
Filename
6849804
Link To Document