Pulsar Positioning and Velocimetry Method Based on Sparrow Search Algorithm-Optimized Quantum CS

WU Daliang1, LIU Jin1, WU Jin1, NING Xiaolin2, KANG Zhiwei3

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PDF(957 KB)
Journal of Deep Space Exploration ›› 2023, Vol. 10 ›› Issue (2) : 151-158. DOI: 10.15982/j.issn.2096-9287.2023.20230003
Topic: Celestial Navigation Technology for Deep Space Exploration
Topic: Celestial Navigation Technology for Deep Space Exploration

Pulsar Positioning and Velocimetry Method Based on Sparrow Search Algorithm-Optimized Quantum CS

  • WU Daliang1, LIU Jin1, WU Jin1, NING Xiaolin2, KANG Zhiwei3
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Abstract

The size of the quantum measurement matrix in the Quantum based CS (QCS) of X-ray pulsar positioning and velocimetry method is large. To reduce calculation time, a fast Quantum-CS method based on the Sparrow Search Algorithm optimization (SSA-QCS) was proposed and applied to the pulsar positioning and velocimetry. The quantum measurement mother matrix in QCS was divided into multiple sub-matrices. The quantum measurement sub-matrices were selected from the quantum measurement mother matrix through SSA. With the location of every sparrow corresponding to the combination of quantum measurement sub-matrices, with the estimation errors of the positioning and velocimetry in QCS as the object of the fitness function, through iterations, the optimal combination of the quantum measurement sub-matrices was obtained, forming a small-sized and high-performance quantum measurement matrix. Simulation results show that the SSA-QCS has a lower calculation cost and higher accuracy compared with the QCS. SSA-QCS can reach high-accuracy and real-time X-ray pulsar positioning and velocimetry.

Keywords

SSA / CS / X-ray pulsar / positioning / velocimetry

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WU Daliang, LIU Jin, WU Jin, NING Xiaolin, KANG Zhiwei. Pulsar Positioning and Velocimetry Method Based on Sparrow Search Algorithm-Optimized Quantum CS. Journal of Deep Space Exploration, 2023, 10(2): 151‒158 https://doi.org/10.15982/j.issn.2096-9287.2023.20230003

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