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

Table 3

Parameters and their reference articles.

Parameter under study	Referred citation
Balanced energy consumption	tm  ((fij  (1/1e12)) + (fij  (1/1e12 + (100/1e15)  d)));
Data packets, delay, and reward functioning	Wang et al. [11]
Delay	Li et al. [18]
Energy and time complexity	Ilamathi and Rangarajan [20]
Energy consumption constraints	Chen et al. [10]
Energy value computation	Levendovszky and Thai [9]
Number of sensor nodes in a single cluster	Velmani and Kaarthick [6]
Packet transfer rate	Elappila et al. [19]
D	d = 10 ^ (−((Rssi + A)/(10  Loss)));
Fij	(packet_count-drop count)/packet_count