A Security Situation Prediction Algorithm Based on HMM in Mobile Network

Table 3

The state transition probability matrix when scale factor =10.

Prediction step	State	G	P	A	C
P=1	G	0.8357	0.0657	0.0801	0.0185
	P	0.0487	0.8778	0.0736	0.0000
	A	0.0015	0.0187	0.9763	0.0035
	C	0.0139	0.0108	0.0000	0.9753
P=2	G	0.7155	0.0311	0.2238	0.0295
	P	0.1148	0.8192	0.0660	0.0000
	A	0.0076	0.0271	0.9578	0.0075
	C	0.0257	0.0214	0.0000	0.9529
P=3	G	0.5375	0.0698	0.3236	0.0691
	P	0.1557	0.7434	0.1009	0.0000
	A	0.0015	0.0802	0.8802	0.0381
	C	0.0396	0.0000	0.0101	0.9503