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THVR and OMLRP4hop show higher energy consumption of the all nodes in terms of two-hop lookahead approach, because THVR has heavy message exchange overhead and high computational complexity.
EEOGRP has the highest DDSR as compared to other two protocols and provides better performance than THVR and OMLRP-4hop because it uses more relaying neighborhood's information.
Simulation results have shown that the EEOGRP used gradient-based routing and lookahead algorithm within an elliptic region for achieving better performance with respect to energy efficiency and DDSR compared to other two protocols like OMLRP-4hop and THVR. In addition, the EEOGRP reduced the computational complexity and enhances the energy efficiency of the sensor nodes by selecting optimal path and also provides effective routing that increases network lifetime.