Enhanced Route Discovery Mechanism Using Improved CH Selection Using Q-Learning to Minimize Delay

Table 16

Throughput comparison of varying number of nodes.

Number of nodes	Throughput proposed	Throughput Adil et al. [22]	Throughput Janakiramanet al. [32]	Throughput Tonget al. [33]	Throughput Jothikumar et al. [34]
50	3245	3101.4322	3089.663	3081.7748	3097.776
60	3446.17543	3112.39412	3192.3479	3134.48563	3166.24921
70	3637.52473	3192.03396	3231.97788	3216.00814	3289.3447
80	3644.766	3303.93115	3288.22571	3286.8048	3413.21594
90	3891.6457	3400.33877	3488.9855	3376.86181	3530.3617
100	4080.65244	3812.00244	3674.8769	3401.97335	3709.4399
110	4174.58523	4173.87104	3760.50581	3646.94716	3875.78546
120	4376.41123	4193.92941	3940.53937	3906.92483	4091.9419
130	4708.72529	4318.81971	4087.94395	3942.71978	4241.58929
140	5353.72388	4949.13731	4315.18153	4098.72728	4479.95819
150	5876.14379	5532.5628	4424.02818	4425.70629	4731.42408
160	6363.63952	6290.71477	4504.16529	4778.94179	4998.89386
170	6492.0629	7108.35414	4920.28003	4861.02262	5226.9789
180	6707.19731	7274.11871	5305.95674	5206.73921	5503.06103
190	7504.93633	7496.69471	5608.26372	5323.83566	5818.46378
200	7853.86691	7626.83521	5709.70214	5354.57379	6179.06194
210	8805.59068	7867.88746	6222.60822	5809.81012	6397.3553
220	8839.68004	8072.96055	6696.45979	5901.37601	6729.67178
230	8947.1148	8097.97255	6805.44776	5969.44892	7118.51948
240	9344.39954	8515.6455	7198.29703	6527.6943	7377.55619
250	10518.6957	8754.0543	7702.78221	6962.35297	7756.21863
260	10925.9141	9441.32893	7879.73576	7262.5191	8206.20773
270	12199.5986	10012.5662	7937.42459	7473.36552	8570.05995
280	13135.9515	11128.2879	8072.55283	7547.07922	8856.04343
290	13491.2721	11797.5584	8379.82703	7656.42254	9270.27223
300	14653.2772	12548.9491	9005.73384	7823.11966	9734.57875