novel approaches to expression and detection of oestrus in dairy cows

novel approaches to expression and detection of oestrus in dairy cows novel approaches to expression and detection of oestrus in dairy cows

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The results are presented in Figure 4.7: a) stationary cow, b) general cow movement without any changes in height and c) cow displaying changes in height; stepping into the cubicle, lying down and then standing up again before walking off. Results from this series of tests show positive results that cow position can be monitored using UWB. Slight changes in height such as stepping into cubicles (an increase of approximately 20cm) can be detected by UWB as well as major changes in height such as lying down (approximately 50cm height change) which can also be identified by UWB. a Error spikes b Error spikes Cow remains stationary Mobile cow c Standing in cubicle Standing Error spikes in this last section Figure 4.7 a) Showing one cow remaining stationary throughout recording, b) Showing a mobile cow without prominent height changes, although fluctuations in height occur due to general movement Lying down Out of cubicle and walking and c) Cow displaying changes in height; standing in cubicles, lying down (accompanied by a decrease in height) and then standing and walking (shown by height increasing) In conclusion, centimetre accuracy can be demonstrated in the horizontal axes, and better than decimetre accuracy can be achieved in the vertical axis. Loss of line of sight has been shown to cause spikes and deterioration in signal quality, although these can be removed when analysing the UWB data. Obstructions; steel structural beams, machinery and robotic milkers are no problem for the signal, when BUs are set up in optimal geometry 88

which is most important for achieving good signal quality and accurate positioning. Spikes and error are attributed to poor geometry. 4.2.2 Constellation Development To overcome problems of accuracy and signal quality arising from poor geometry of the BUs an optimal network of BUs was installed in permanent positions to span the area covering 2 pens of approximately 40 cows. Figure 4.8a) and -b) depict the BU set up; a) showing the 6 BUs around the barn perimeter and b) the 2 BUs in the roof, essential for the height component of UWB. Figure 4.8 shows the UWB BU network in their exact, fixed positions which are the optimal positions for best signal coverage in the concerned area. These known coordinates are entered into the computer, and form the basic network in which MUs will then calculate their position. Figure 4.9 complements Figure 4.8 by showing areas of better and worse coverage; blue shows where there is good signal through to red which are areas of poor signal coverage. Accuracy of geometry is measured by the dilution of precision (DOP) in the horizontal (H) and vertical (V) dimensions in the HVDOP diagram (Figure 4.9). The dilution of precision indicates the potential accuracy of positioning observation for the given BU network; the higher the DOP value the worse the accuracy. Figure 4.9 shows that coverage was best in the central position, where there was little interference from the structural components, but signal quality deteriorates closer to the corners, in positions close to steel doors and the building infrastructure. However, the overall coverage that the BU network provided was demonstrated to be of good quality and allowed for accurate communication and positioning by UWB. 89

The results are presented <strong>in</strong> Figure 4.7: a) stationary cow, b) general cow<br />

movement without any changes <strong>in</strong> height <strong>and</strong> c) cow display<strong>in</strong>g changes <strong>in</strong><br />

height; stepp<strong>in</strong>g <strong>in</strong><strong>to</strong> the cubicle, ly<strong>in</strong>g down <strong>and</strong> then st<strong>and</strong><strong>in</strong>g up aga<strong>in</strong><br />

before walk<strong>in</strong>g <strong>of</strong>f. Results from this series <strong>of</strong> tests show positive results<br />

that cow position can be moni<strong>to</strong>red us<strong>in</strong>g UWB. Slight changes <strong>in</strong> height<br />

such as stepp<strong>in</strong>g <strong>in</strong><strong>to</strong> cubicles (an <strong>in</strong>crease <strong>of</strong> approximately 20cm) can be<br />

detected by UWB as well as major changes <strong>in</strong> height such as ly<strong>in</strong>g down<br />

(approximately 50cm height change) which can also be identified by UWB.<br />

a<br />

Error spikes<br />

b<br />

Error<br />

spikes<br />

Cow rema<strong>in</strong>s<br />

stationary<br />

Mobile cow<br />

c<br />

St<strong>and</strong><strong>in</strong>g<br />

<strong>in</strong> cubicle<br />

St<strong>and</strong><strong>in</strong>g<br />

Error<br />

spikes<br />

<strong>in</strong> this<br />

last<br />

section<br />

Figure 4.7 a) Show<strong>in</strong>g one cow rema<strong>in</strong><strong>in</strong>g<br />

stationary throughout record<strong>in</strong>g, b)<br />

Show<strong>in</strong>g a mobile cow without prom<strong>in</strong>ent<br />

height changes, although fluctuations <strong>in</strong><br />

height occur due <strong>to</strong> general movement<br />

Ly<strong>in</strong>g down<br />

Out <strong>of</strong><br />

cubicle <strong>and</strong><br />

walk<strong>in</strong>g<br />

<strong>and</strong> c) Cow display<strong>in</strong>g changes <strong>in</strong> height;<br />

st<strong>and</strong><strong>in</strong>g <strong>in</strong> cubicles, ly<strong>in</strong>g down<br />

(accompanied by a decrease <strong>in</strong> height)<br />

<strong>and</strong> then st<strong>and</strong><strong>in</strong>g <strong>and</strong> walk<strong>in</strong>g (shown by<br />

height <strong>in</strong>creas<strong>in</strong>g)<br />

In conclusion, centimetre accuracy can be demonstrated <strong>in</strong> the horizontal<br />

axes, <strong>and</strong> better than decimetre accuracy can be achieved <strong>in</strong> the vertical<br />

axis. Loss <strong>of</strong> l<strong>in</strong>e <strong>of</strong> sight has been shown <strong>to</strong> cause spikes <strong>and</strong> deterioration<br />

<strong>in</strong> signal quality, although these can be removed when analys<strong>in</strong>g the UWB<br />

data. Obstructions; steel structural beams, mach<strong>in</strong>ery <strong>and</strong> robotic milkers<br />

are no problem for the signal, when BUs are set up <strong>in</strong> optimal geometry<br />

88

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