Three-dimensional route prediction algorithm based on minimal available information in wireless ad hoc sensor networks

Abstract

In this paper we propose a three dimensional algorithm for the optimum route prediction based on minimal available information, as we have no information from node position, velocity and velocity change also transmission power. The algorithm holds capabilities to finds a proactive route prediction in wireless sensor networks and predicts link lifetime capable to capturing the remaining time for which a link can be used for efficiently routing, therefore intended to be used for optimized route construction with consideration to predict longest living link lifetime between two nodes, without adaptation of specific mobility model. We present an adaptive route prediction algorithm that accurately predicts the longest living link between nodes in wireless sensor network, as algorithm gets input from a periodically sampled data that gathered in a noisy range of two nodes of a link.

Multiple adaptive factors based interacting multiple model estimator

“…In the fields of optoelectronic tracking [1,2], free-space optical communication [3,4], and trajectory prediction [5,6], a significant challenge is the inability to obtain precise motion equations of the tracked targets. This issue is particularly pronounced when tracking non-cooperative, maneuvering targets, where we are limited to use generic models for estimation.…”