Electing a leader in Mobile Adhoc Networks (MANETs) is the basic problem in providing the stabilization. Many current research outcomes study multi-leader election concept in the static networks and single leader in dynamic networks. The article mainly focusses on multi leader election in dynamic sensor networks where the nodes were installed randomly. This proposed concept elect an exclusive leader when the topology changes occurred eventually over the network. Furthermore, a basic representation used for the process. Also provided accurate proof for the proposed algorithm and shown the way of satisfying the stability condition through ensured results.