Substation inspection robot positioning navigation method and system
An inspection robot, positioning and navigation technology, which is applied to satellite radio beacon positioning systems, radio wave measurement systems, instruments, etc. The effect of reducing errors
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Embodiment 1
[0045] figure 1 It is a flowchart of a positioning and navigation method for a substation inspection robot according to an embodiment of the present invention.
[0046] see figure 1 , the substation inspection robot positioning and navigation method of the embodiment, including:
[0047] Step S1: Obtain the current location data and surrounding environment point cloud data of the substation inspection robot.
[0048] The position data is obtained by using GPS, and the surrounding environment point cloud data is obtained by using laser radar. The position data z1=(Px, Py), wherein, Px is the abscissa of the location of the substation inspection robot in the Cartesian coordinate system, and Py is the ordinate of the location of the substation inspection robot in the Cartesian coordinate system; The surrounding environment point cloud data Among them, ρ represents the position of the substation inspection robot from the origin of the polar coordinate system, Indicates the ...
Embodiment 2
[0065] During the working process, the substation inspection robot repositions its own pose through the environmental characteristics repeatedly observed during the movement, and then builds the map incrementally according to its own position, thus achieving the role of simultaneous positioning and map construction. However, due to random errors in this process, the sensor’s judgment on the movement of the robot car is also uncertain, and there are external factors such as electromagnetic interference from the substation, so that each time the map is constructed, the increment added to the previous map There are errors, and as the number of iterations increases, the errors become larger and larger, thereby reducing the accuracy of map construction and positioning and navigation. In this implementation, the Kalman filter algorithm is used to compensate the error increased by iteration, so as to improve the positioning accuracy.
[0066] Kalman filtering is a filtering algorithm...
Embodiment 3
[0118] The invention also provides a substation inspection robot positioning and navigation system, figure 2 It is a schematic structural diagram of a substation inspection robot positioning and navigation system according to an embodiment of the present invention.
[0119] see figure 2 , the substation inspection robot positioning and navigation system of the embodiment includes:
[0120] The first data acquisition module 201 is used to acquire the position data and surrounding environment point cloud data of the substation inspection robot at the current moment; the position data is obtained by using GPS, and the surrounding environment point cloud data is obtained by using laser radar of.
[0121] The position data z1=(Px, Py), wherein, Px is the abscissa of the location of the substation inspection robot in the Cartesian coordinate system, and Py is the ordinate of the location of the substation inspection robot in the Cartesian coordinate system; The surrounding envi...
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