Adaptive filter techniques for optical beam jitter control and target tracking
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Authors
Beerer, Michael J.
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Date of Issue
2008-12
Date
Publisher
Monterey, California. Naval Postgraduate School
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Abstract
The objective of this research is to develop advanced control methods to attenuate laser beam jitter using a fast-steering mirror. Adaptive filter controllers using Filtered-X Least Mean Square (FX-LMS) and Filtered-X Recursive Least Square (FX-RLS) algorithms are explored. The disturbances that cause beam jitter include mechanical vibrations on the optical platform (narrowband) and atmospheric turbulence (broadband). Both feedforward filters (with the use of auxiliary reference sensor(s)) and feedback filters (with only output feedback) are investigated. Hybrid adaptive filters, which are a combination of feedback and feedforward, are also examined. For situations when obtaining a coherent feedforward reference signal is not possible, methods for incorporating multiple semi-coherent reference signals into the control law are developed. The controllers are tested on a jitter control testbed to prove their functionality for beam pointing at static and dynamic targets. The testbed is equipped with shakers mounted to the optical platform and a disturbance fast-steering mirror to simulate the effects of atmospheric propagation. Experimental results showed that the developed control laws (multiple reference feedforward, feedback and hybrid) had superior performance to the fully coherent reference feedforward adaptive filter controller.
Type
Thesis
Description
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Department
Applied Physics
Organization
Naval Postgraduate School (U.S.)
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Format
xviii, 97 p. : ill. (chiefly col.) ;
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Distribution Statement
Approved for public release; distribution is unlimited.