Trajectory simplification method, system and trajectory visualization system
A technology that simplifies the system and trajectories. It is applied in the direction of navigation calculation tools, etc. It can solve the problems that the dynamic visualization and real-time update of floating car trajectories cannot be realized, the trajectories of massive floating cars are difficult to handle, and the real-time monitoring and management of floating car trajectories cannot be satisfied.
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Embodiment 1
[0031] like figure 1 As shown, it is a flow chart of a trajectory simplification method provided by an embodiment of the present invention, consisting of figure 1 It can be seen that the trajectory simplification method includes the following steps:
[0032] Step S102: Obtain trajectory data to be simplified.
[0033] Trajectory data is the data information obtained by sampling the motion process of one or more moving objects in the space-time environment, including the position of sampling points, sampling time, speed, etc. The data information of these sampling points constitutes trajectory data according to the order of sampling.
[0034] Here, the trajectory data may be traffic trajectory data, animal migration data, climate airflow data, personnel movement data, and the like. For example, for a smart phone with a positioning function, the trajectory data reflects the mobile phone holder's action status for a certain period of time. The mobile Internet network can locate...
Embodiment 2
[0067]Based on the trajectory simplification method in the first embodiment above, this embodiment provides a trajectory visualization method. Taking a floating car as an example, the following describes in detail how the trajectory visualization method is applied to a floating vehicle.
[0068] Step 1, while opening the track data file of the floating car, obtain the remaining memory capacity of the system, and determine whether to persist the track pyramid data with low access rate in the memory database according to the capacity, so as to release the memory.
[0069] Here, the trajectory pyramid is multi-level simplified trajectory data.
[0070] In one of the implementation manners, when there is a lot of simplified trajectory data and the memory consumption space reaches a set threshold, the trajectory pyramid created earlier and with fewer access times can be persisted to disk to free up memory space. Here, after the process is closed, the trace pyramid in the memory dat...
Embodiment 3
[0092] The embodiment of the present invention also provides a trajectory simplification system, see image 3 , is the structural diagram of the system, by image 3 It can be seen that the system includes a trajectory data acquisition module 31, a geometric feature weight calculation module 32, a comprehensive feature weight calculation module 33 and a comparison and simplification module 34 connected in sequence, wherein the functions of each module are as follows:
[0093] Trajectory data acquisition module 31, for obtaining the trajectory data to be simplified;
[0094] The geometric feature weight calculation module 32 is used to calculate the geometric feature weight of each track point in the track data; the geometric feature weight is the triangle to be calculated and two track points adjacent to the track point to be calculated area;
[0095] The integrated feature weight calculation module 33 is used to calculate the integrated feature weight of each track point acc...
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