Computationally efficient algorithm for fast transients detection
Gene Soudlenkov, Vyacheslav V. Kitaev
TL;DR
This paper introduces a computationally efficient CUSUM-based algorithm for detecting dispersed transients, demonstrated on pulsar data, offering a fast and inexpensive detection method.
Contribution
The paper presents a novel, computationally inexpensive CUSUM-based algorithm specifically designed for detecting dispersed transients in signals.
Findings
Effective detection of pulsar PSR J0835-4510 demonstrated
Algorithm is computationally efficient and inexpensive
Suitable for real-time transient detection
Abstract
Computationally inexpensive algorithm for detecting of dispersed transients has been developed using Cumulative Sums (CUSUM) scheme for detecting abrupt changes in statistical characteristics of the signal. The efficiency of the algorithm is demonstrated on pulsar PSR J0835-4510.
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Taxonomy
TopicsAdvanced Statistical Process Monitoring · Scientific Measurement and Uncertainty Evaluation · Fault Detection and Control Systems