A trackless positioning and navigation method and device
A technology of positioning, navigation and heading, applied in the field of autonomous motion control of robots
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Embodiment 1
[0052] figure 1 It is a flow chart of a trackless positioning and navigation method provided in Embodiment 1 of the present application.
[0053] like figure 1 As shown, the method includes:
[0054] S101. Measure the distance moved by the robot along the heading direction and the heading change rate on the horizontal plane between adjacent time points t-1 and t.
[0055]In the embodiment of this application, the distance that the robot has moved along the heading direction between adjacent time points t-1 and t is measured by the odometer, and the heading of the robot on the horizontal plane is measured by an IMU (Inertial Measurement Unit) rate of change.
[0056] S102. Calculate a predicted position value of the robot at time t according to the distance, the heading change rate, and a preset dead reckoning formula.
[0057] In this embodiment of the application, the distance that the robot has moved along the heading direction between the adjacent time points t-1 and t ...
Embodiment 2
[0088] Figure 5 It is a schematic structural diagram of a trackless positioning and navigation device provided in Embodiment 2 of the present application.
[0089] like Figure 5 As shown, the device includes: a measurement unit 1, a position prediction unit 2, a local feature information extraction unit 3, a global feature map generation unit 4, a position estimation unit 5, and a topology map generation unit 6, wherein,
[0090] The measuring unit 1 is used to measure the distance moved by the robot along the heading direction and the heading change rate on the horizontal plane between adjacent time points t−1 and t.
[0091] The position prediction unit 2 is connected with the measurement unit 1 and is used to calculate the predicted position value of the robot at time t according to the distance, the heading change rate and a preset dead reckoning formula.
[0092] The local feature information extraction unit 3 is used to extract local feature information in the laser da...
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