An Innovative Framework for Dynamic Traffic Lights Management Based on the Combined Use of Fuzzy Logic and Several Network Architectures

Table 1

Average waiting times of vehicles in the approach with static traffic lights.

	A1	A2	B1	B2	C1	C2	D1	D2
Hour 1	41.574 1	33.400 1	33.714 4	38.354 3	38.248 7	42.001	32.272 8	35.977 4
Hour 2	36.563 3	44.545 6	45.111 2	32.863 7	39.770 1	47.666 8	39.000 1	34.795 6
Hour 3	40.354	19.200 1	47.812 6	36.707 4	38.280 7	33.143	32.600 1	33.853 8
Hour 4	41.027 9	17.889	37.571 5	40.591 9	38.314 1	32.833 4	34.186 1	35.274 6
Hour 5	40.885 5	37.666 8	40.500 1	33.280 8	38.202 1	40.428 7	30.978 8	29.333 4
Hour 6	39.431 1	31.800 1	20.625 1	41.106 5	38.104 1	25.727 4	36.423 2	37.521 8
Hour 7	39.763 7	37.284 2	38.572 4	40.803 6	36.320 7	42.073 8	40.538 8	40.839 9
Hour 8	52.813 1	43.17	55.355 3	111.195 6	51.818 3	42.568 2	45.665 9	108.083 6
Hour 9	44.946 9	41.369 4	55.984 8	402.766 4	44.791 2	39.873	44.267 9	406.966 3
Hour 10	38.242 1	41.531 9	39.587 5	58.687 2	40.418	39.961 5	40.207 6	71.261 5
Hour 11	39.245 3	39.072 6	40.023 8	41.327 2	43.883 2	38.817 9	37.483 6	39.461 4
Hour 12	39.209 5	40.465 1	42.950 1	41.042 9	38.863 4	39.824 3	43.840 7	39.363 1
Hour 13	41.311 3	56.061 5	96.835 1	46.723 2	41.040 8	47.879 3	126.139	41.949 6
Hour 14	41.914 9	48.850 4	385.161	46.143	38.926 3	60.436 5	423.248 4	42.877 8
Hour 15	40.084 6	39.851 7	59.367 3	41.533 9	40.355 3	38.503 2	71.224 4	40.600 1
Hour 16	40.251 9	41.762	37.279 6	40.178 8	40.135 7	41.199 3	40.080 3	38.974 2
Hour 17	36.717 3	41.531 5	38.182 3	40.635	40.886 2	41.829 4	39.958 6	39.812 3
Hour 18	41.250 1	41.096 7	43.26	39.371 4	44.659 1	40.961 6	39.541 6	40.043 1
Hour 19	46.695 8	44.222	42.933	43.064 9	45.04	41.036 5	39.382 4	45.375 4
Hour 20	257.670 8	48.720 9	42.455 5	41.239 6	387.584 4	50.095 6	51.09	57.064 2
Hour 21	300.880 3	43.333 4	42.970 5	45.195 3	446.155 9	45.520 1	46.199 2	43.026 1
Hour 22	42.179 3	40.374 6	40.151 5	39.198 4	40.294 2	38.912 1	40.364 7	41.248 3
Hour 23	41.235 9	40.244 2	38.877 1	39.696 5	37.710 5	37.829 6	41.334 7	39.987 9
Hour 24	38.438 6	31.416 8	29.333 4	37.353	35.227 9	38.272 8	25.875 1	36.829 4