Title :
Optimization of an Optoelectronics-Based Plant Real-Time Discrimination Sensor for Precision Agriculture
Author :
Askraba, S. ; Paap, A. ; Alameh, Kamal ; Rowe, Jonathan ; Miller, Colin
Author_Institution :
Electron Sci. Res. Inst., Edith Cowan Univ., Perth, WA, Australia
Abstract :
We present a novel design for an optoelectronics- based real-time plant discrimination sensor, which enables a high signal-to-noise ratio, and hence a low false positive rate, to be attained. The sensor employs graded thin film coatings and a high-speed photodetector array in conjunction with a solar spectral filter and 3-wavelength sequentially driven laser module to generate multiple uniformly distributed laser spots of uniform optical power distribution. Plant discrimination is achieved through the measurements of the slope of the spectral response at discrete wavelengths as well as the Normalised Difference Vegetation Index (NDVI). The maximisation of the optical signal to noise ratio achieved by employing a custom designed optical band-pass filter minimises the daylight background noise saturating the photodetectors, thus enabling plant identification to be carried out with a background light intensity as high as 10,000 lux without implementing any shade construction.
Keywords :
optical films; optical sensors; optimisation; optoelectronic devices; 3-wavelength sequentially driven laser module; daylight background noise; distributed laser spots; graded thin film coatings; high signal-to-noise ratio; high-speed photodetector array; maximisation; normalised difference vegetation index; optical band-pass filter; optimization; optoelectronics-based plant; precision agriculture; real-time discrimination sensor; solar spectral filter; Arrays; Laser beams; Measurement by laser beam; Optical beams; Optical films; Optical filters; Optical reflection; Agriculture; laser measurement applications; optical spectroscopy; thin film devices;
Journal_Title :
Lightwave Technology, Journal of
DOI :
10.1109/JLT.2013.2237883