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eess.SY2019★ 150 cited
Second Order Statistics Analysis and Comparison between Arithmetic and Geometric Average Fusion
Tiancheng Li, Hongqi Fan, Jesús G. Herrero +1
Two fundamental approaches to information averaging are based on linear and logarithmic combination, yielding the arithmetic average (AA) and geometric average (GA) of the fusing i…
eess.SY2017★ 126 cited
Partial Consensus and Conservative Fusion of Gaussian Mixtures for Distributed PHD Fusion
Tiancheng Li, Juan M Corchado, Shudong Sun
We propose a novel consensus notion, called "partial consensus", for distributed GM-PHD (Gaussian mixture probability hypothesis density) fusion based on a peer-to-peer (P2P) senso…