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An efficient MD-GRao algorithm for quickest change detection in sensor networks with unknown post-change parameters

delete2025-08-22
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PRE
AI
P
Peichao Wang *
B
Bingqian Yu
Y
Yuxuan Liu
王阳阳 (Yangyang Wang)
DOI:10.1016/j.sigpro.2025.110243delete
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Abstract

Abstract

En 中文
• Proposes a new method for quickest change detection to alarm signal change. • Introduces a drift-based window update strategy to estimate unknown parameters. • Strikes a well-balanced tradeoff between complexity and performance. • Enables real-time monitoring in resource-constrained systems.
Keywords:
quickest change detection
drift-based window update
parameter estimation
real-time monitoring
resource-constrained systems

Journal

Signal Processing cover
Signal Processing
IF:
3.6
Papers:
9.9K
Citations:
1.7W

Organization

N
North University of China
Scholars:
1.1W
Papers: 6.9K
Citations: 7.7K
F
Fujian Agriculture and Forestry University
Scholars:
8.5K
Papers: 2.2K
Citations: 1.8W