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Development of a novel mechatronic system for mechanical weed ...

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Results and discussion<br />

70<br />

5.1.4 Discussion <strong>of</strong> the plant centre position detection<br />

methodology<br />

As mentioned be<strong>for</strong>e, the presented methodology <strong>for</strong> detection <strong>of</strong> the plant<br />

centre position is an interim solution based on a simplified <strong>system</strong> using<br />

spectral and typical geometrical characteristics <strong>of</strong> plants combined with the<br />

context in<strong>for</strong>mation <strong>of</strong> the planting pattern.<br />

The main shortage <strong>of</strong> the presented <strong>system</strong> is that sensors require ad-hoc<br />

parameter adjustment be<strong>for</strong>e the measurement to provide good plant detection.<br />

For broad usage <strong>of</strong> a <strong>system</strong>, parameter adjustments need to be replaced by a<br />

more <strong>system</strong>atic method.<br />

The sensors utilised during the tests are intended <strong>for</strong> industrial detection. It<br />

needs to be confirmed that intensive application in hard field conditions will not<br />

cause negative influence on their stable work. The digital RGB fibre optic<br />

sensor CZ-H35S uses a light emitter with a spot diameter <strong>of</strong> 4.5 mm. For<br />

reliable detection the detection <strong>system</strong> needs to be improved to cover an area<br />

at least as wide as the laser sensor. This could be done by parallel<br />

implementation <strong>of</strong> several sensors but in that case the solution will be more<br />

expensive.<br />

Although the <strong>system</strong> has shortages the experimental results showed that the<br />

combination <strong>of</strong> the RGB sensor and laser sensor can be used <strong>for</strong> accurate<br />

detection <strong>of</strong> the plant centre position independently from illumination conditions.

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