aerial target classification 1data fusion 1evidential reasoning 1intent prediction 1time-series analysis 1uncertainty handling 1
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eess.SY2026
MR-TGN: A Meta-Role Temporal Graph Network for Team-Level Intent Prediction in Multi-Agent Systems
Nagarani Brammanayagam, Devaprakash Muniraj
Collective intent prediction in multi-agent systems focuses on predicting the shared objectives and future behaviours of groups of interacting agents. The problem is particularly c…
eess.SY2026
An Evidential Reasoning Approach for Aerial Target Classification and Intent Prediction
Tenzing Thiley Bhutia, Subash Kumaraguru, Devaprakash Muniraj
The paper introduces an evidential reasoning framework that classifies aerial targets and predicts their intent using short subsequences of sensor data, propagating beliefs across…
eess.SY2026
Critical Infrastructure Defense Against Aerial Swarms Under Sensing Uncertainty: Online Allocation With Finite-Time Guarantees
Shriya Pandey, Devaprakash Muniraj
This article presents a closed-loop, uncertainty-aware framework for defending a protected zone against coordinated incursions by swarms of small uncrewed aircraft systems (UAS). T…