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Figures index
From
An ANN Based NARX GPS/DR System for Mobile Robot Positioning and Obstacle Avoidance
Ramazan Akkaya, Omer Aydogdu, Suleyman Canan
Journal of Automation and Control
.
2013
, 1(1), 6-13 doi:10.12691/automation-1-1-2
Fig
ure
1.
(a) Mobile robot in an experimental work (b) back view (c) lateral view
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ure
2.
Sensors data gathering hardware structure
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ure
3
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The mobile robot coordinates
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ure
4
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Basic artificial neuron model
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ure
5
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ANN NARX model
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ure
6
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Theoretical reference training trajectory
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7
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Experimental reference with GPS and ANN NARX predicted trajectory
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ure
8
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RMS position errors along the predicted reference trajectory
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ure
9
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East (a) and north (b) errors along the predicted reference trajectory
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ure
10
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GPS and ANN NARX predicted test trajectory
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ure
11.
East (a) and north (b) errors in the predicted test trajectory
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ure
12.
RMS position errors along the predicted test trajectory
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13
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ANN predictor and GPS system
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14.
GPS and GPS aided ANN NARX predicted test trajectory
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15.
GPS aided RMS position errors along the predicted test trajectory
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16.
East (a) and north (b) errors in the predicted test trajectory
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17
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Desired mobile robot trajectory and path around an obstacle
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