Research Article

An Improved AMCL Algorithm Based on Laser Scanning Match in a Complex and Unstructured Environment

Table 2

Result of closed-loop motion experiments (open-loop version).

Robot
Origin’s pose
Error of original AMCLCorresponding scan matching solution error
/m/m/rad/m/m/rad

Experiment 10.145−0.0170.0570.009−0.007−0.012
Experiment 2−0.101−0.0650.015−0.014−0.012−0.009
Experiment 30.052−0.185−0.0320.015−0.0160.008

|Maximum|0.1450.1850.0570.0150.0160.012
|Minimum|0.0520.0170.0150.0090.0070.008
|Mean|0.0990.0890.0350.0130.0120.010