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Extended Kalman Filter-Aided Active Beam Tracking for LED Communication in 3D Space

[+] Author Affiliations
Pratap Bhanu Solanki, Xiaobo Tan

Michigan State University, East Lansing, MI

Paper No. DSCC2017-5344, pp. V002T04A009; 10 pages
doi:10.1115/DSCC2017-5344
From:
  • ASME 2017 Dynamic Systems and Control Conference
  • Volume 2: Mechatronics; Estimation and Identification; Uncertain Systems and Robustness; Path Planning and Motion Control; Tracking Control Systems; Multi-Agent and Networked Systems; Manufacturing; Intelligent Transportation and Vehicles; Sensors and Actuators; Diagnostics and Detection; Unmanned, Ground and Surface Robotics; Motion and Vibration Control Applications
  • Tysons, Virginia, USA, October 11–13, 2017
  • Conference Sponsors: Dynamic Systems and Control Division
  • ISBN: 978-0-7918-5828-8
  • Copyright © 2017 by ASME

abstract

Maintaining Line-Of-Sight (LOS) between the receiver and the transmitter is an inherent challenge associated with light-emitting diode (LED)-based free space optical communication systems, especially when such systems are used by mobile robots. Due to constant movement of underlying robotic platforms and other unwanted disturbances, there is a need for an active alignment system that allows the receiver to constantly track the direction of the transmitting device. In this paper, we propose an active alignment control system, equipped with two degree-of-freedom (DOF) actuation and capable of tracking a transmitting source moving in the three-dimensional (3D) space. A 3D extension of a previously proposed Extended Kalman Filter-based algorithm is used to estimate the components of the angle between the receiver orientation and the receiver-transmitter line, which are used subsequently to adjust the receiver orientation. The algorithm uses only the measured light intensity from a single photo-diode, where successive measurements are obtained via a circular scanning technique. Simulation results are presented to illustrate the proposed approach and explore the tradeoffs in the design of the scanning pattern. In particular, a scheme with adaptively adjusted scanning amplitude is shown to deliver satisfactory alignment performance with actuation effort.

Copyright © 2017 by ASME
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