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Weighted Decision Fusion vs. Counting Rule over Wireless Sensor Networks: A Realistic Comparison
which is theoretically optimal but impractical
in a large-scale network. In this paper, a weighted decision fusion (WDF) scheme is proposed in which decisions of sensors are weighted based on their estimated SNR values. In addition, each sensor...
A new fuzzy approach for multi-source decision fusion
consuming. Traditional statistical methods are not sufficient for processing of this massive multi-source data. In this paper, we propose a new fuzzy-based decision fusion approach for classification problems of this kind. The necessity of fuzzy information...
Dynamic Fuzzy Rule-based Source Selection in Distributed Decision Fusion Systems
A key challenge in decision fusion systems is to determine the best performing combination of local decision makers. This selection process can be performed statically at the training phase or dynamically at the execution phase, taking...