EURASIP Journal on Wireless Communications and Networking

Table 2 Fuzzy inference rule base acquired by Q-learning

From: Self-optimization of coverage and capacity based on a fuzzy neural network with cooperative reinforcement learning

	If				Then			If				Then
Number	P	θ	ΔL	ΔS	P ^′	θ ^′	Number	P	θ	ΔL	ΔS	P ^′	θ ^′
1	L	L	L	L	L	H	43	M	M	H	L	L	L
2	L	L	L	M	M	H	44	M	M	H	M	H	L
3	L	L	L	H	L	L	45	M	M	H	H	M	L
4	L	L	M	L	M	H	46	M	H	L	L	H	H
5,6	L	L	M	M,H	L	H	47	M	H	L	M	M	H
7	L	L	H	L	H	H	48	M	H	L	H	L	H
8	L	L	M	H	M	H	49,50	M	H	M	L,M	L	L
9	L	L	H	H	M	L	51	M	H	M	H	H	L
10	L	M	L	L	H	H	52	M	H	H	L	L	H
11	L	M	L	M	M	H	53	M	H	H	M	M	H
12	L	M	L	H	M	L	54	M	H	H	H	M	M
13	L	M	M	L	L	M	55,56	H	L	L	L,M	L	M
14	L	M	M	M	M	H	57	H	L	L	H	L	L
15	L	M	M	H	M	M	58	H	L	M	L	H	M
16	L	M	H	L	L	H	59	H	L	M	M	M	M
17,18	L	M	H	M,H	L	M	60	H	L	M	H	L	M
19	L	H	L	L	M	H	61	H	L	H	L	L	M
20	L	H	L	M	L	H	62	H	L	H	M	H	L
21	L	H	L	H	L	M	63	H	L	H	H	M	M
22	L	H	M	L	M	H	64,65	H	M	L	L,M	L	M
23	L	H	M	M	M	M	66	H	M	L	H	H	M
24	L	H	M	H	M	H	67	H	M	M	L	M	H
25,26	L	H	H	L,M	H	M	68	H	M	M	M	M	M
27	L	H	H	H	L	L	69	H	M	M	H	H	H
28	M	L	L	L	M	M	70	H	M	H	L	L	H
29	M	L	L	M	H	L	71	H	M	H	M	L	M
30	M	L	L	H	L	L	72	H	M	H	H	M	M
31,32	M	L	M	L,M	M	M	73	H	H	L	L	H	M
33	M	L	M	H	M	L	74,75	H	H	L	M,H	M	M
34	M	L	H	L	M	H	76	H	H	M	L	L	L
35	M	L	H	M	M	M	77	H	H	M	M	M	H
36	M	L	H	H	H	M	78	H	H	M	H	H	L
37,38	M	M	L	L,M	L	H	79	H	H	H	L	L	H
39	M	M	L	H	L	H	80	H	H	H	M	L	M
40	M	M	M	L	H	M	81	H	H	H	H	H	L
41,42	M	M	M	M,H	L	M

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