Real-time Pulse Search and Positioning Method for Baseband Data Based on Matched Filtering

Fast radio bursts (FRBs) are intense radio transients that hold significant potential for astrophysical studies.Hightime-resolution pulse searching opens new possibilities for detecting narrow and faint pulses.However, the exponential growth in data volume presents considerable challenges for real-time processing.This paper proposes a real-time pulse search and positioning method based on matched filtering for baseband data processing.The method demonstrates superior performance in both pulse detection efficiency and dispersion tolerance compared to traditional approaches.Using GPU acceleration, it achieves real-time processing of 1 ns resolution baseband data, enabling the detection of narrower and fainter pulse signals.Validation using FRB 121102 baseband data revealed our method's capability to identify all previously known pulses and discover three new pulses, demonstrating its potential in advancing astrophysical research.

Authors

Publication Details

Published
2025-01-01
DOI
https://doi.org/10.46620/ursiaprasc25/gdca7899
Primary Topic
GNSS positioning and interference
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Real-time Pulse Search and Positioning Method for Baseband Data Based on Matched Filtering

Yingrou Zhan
GNSS positioning and interference
article

Real-time Pulse Search and Positioning Method for Baseband Data Based on Matched Filtering

Yingrou Zhan
article en

Abstract

Fast radio bursts (FRBs) are intense radio transients that hold significant potential for astrophysical studies.Hightime-resolution pulse searching opens new possibilities for detecting narrow and faint pulses.However, the exponential growth in data volume presents considerable challenges for real-time processing.This paper proposes a real-time pulse search and positioning method based on matched filtering for baseband data processing.The method demonstrates superior performance in both pulse detection efficiency and dispersion tolerance compared to traditional approaches.Using GPU acceleration, it achieves real-time processing of 1 ns resolution baseband data, enabling the detection of narrower and fainter pulse signals.Validation using FRB 121102 baseband data revealed our method's capability to identify all previously known pulses and discover three new pulses, demonstrating its potential in advancing astrophysical research.

Chinese Academy of Sciences South America Center for Astronomy, National Natural Science Foundation of China, Chinese Academy of Sciences
Openalex Percentile: Top 67%
GNSS positioning and interference
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Real-time Pulse Search and Positioning Method for Baseband Data Based on Matched Filtering — Yingrou Zhan · (2025) | TGRS Research Map | TGRS