Mobile Information Systems / 2015 / Article / Tab 1

Research Article

Support Vector Regression Based Indoor Location in IEEE 802.11 Environments

Table 1

Experimental parameters description.

Parameters nameDefault valueDescription

Training sample size5000The default size of the training sample is 5000, while the value is varied in the simulation to reveal the relation between the training sample size and the performance.

The number of APs17The default number of APs is 17, while the value is varied in the simulation to reveal the relation between the number of APs and performance.

Kernel functionRBF kernelThe default kernel function is RBF kernel, while different kernel functions are used in the simulation to reveal its impact on the performance.

The value of 8The default value of is 8, while the value is varied in the simulation to reveal its impact on the performance.

0.9The default value of is 0.9, while the value is varied in the simulation to reveal its impact on the performance.

4The default value of is 4, while the value is varied in the simulation to reveal its impact on the performance.

Test sample size1000