Title :
Real-time hardware design for improving laser detection and ranging accuracy
Author :
Brown, Jason ; Hughes, Ciaran ; DeBrunner, L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida State Univ., Tallahassee, FL, USA
Abstract :
Digital signal processing algorithms for estimating target range and backscatter intensity from laser detection and ranging systems are limited by the sampling rate of data collected and computation time requirements. An interpolating matched filter algorithm, deployed on a field programmable gate array, improves range accuracy while maintaining a low sampling rate and unity throughput. Research and simulation results comparing the effectiveness of different reference waveform models and interpolation factors are presented. A matched filter with zero padding interpolation using a Gaussian shape reference waveform and an interpolation factor of thirty-two showed an eighty-seven percent improvement in range accuracy over the peak detector design currently used in real-time LADAR systems.
Keywords :
Gaussian processes; backscatter; field programmable gate arrays; interpolation; matched filters; optical radar; radar detection; radar signal processing; radar target recognition; sampling methods; Gaussian shape reference waveform; backscatter intensity; digital signal processing algorithm; field programmable gate array; interpolating matched filter algorithm; interpolation factor; laser detection and ranging accuracy; peak detector design; ranging system; real-time LADAR system; real-time hardware design; reference waveform model; sampling rate; target range estimation; unity throughput; zero padding interpolation;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-5050-1
DOI :
10.1109/ACSSC.2012.6489193