FRB candidate optimizer for SPOTLIGHT, enabling real-time
commensal searches

D 2025

FRB candidate optimizer for SPOTLIGHT, enabling real-time commensal searches

BANE, Kshitij; Jyotirmoy DAS; Arpan PAL; Ujjwal PANDA; Deepak BHONG et al.

Základní údaje

Originální název

FRB candidate optimizer for SPOTLIGHT, enabling real-time commensal searches

Autoři

Vydání

Washington, 2025 URSI Asia-Pacific Radio Science Meeting, AP-RASC 2025, od s. "213575-1"-"213575-4", 4 s. 2025

Nakladatel

Institute of Electrical and Electronics Engineers Inc.

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10308 Astronomy

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Odkazy

URL

Označené pro přenos do RIV

Ano

Organizační jednotka

Fyzikální ústav v Opavě

ISBN

978-94-63968-15-7

DOI

https://doi.org/10.46620/URSIAPRASC25/PNGW9526

EID Scopus

2-s2.0-105019921181

Klíčová slova anglicky

Domain detections; Field of views; Localisation; Optimizers; Petaflops; Radio bursts; Radio pulsars; Real- time; Second imaging; Time domain

Štítky

RIV26, UF

Změněno: 17. 2. 2026 13:05, Mgr. Pavlína Jalůvková

Anotace

V originále

The SPOTLIGHT project is a commensal survey for Fast Radio Bursts (FRBs) and pulsars at the uGMRT using real-time HPC and AI for simultaneous time-domain detection and arc-second imaging localisation across 300 to 1460 MHz. FRBs are searched within 2,000 post-correlation beams steered across the Field of View (FoV), with SPOTLIGHT leveraging its PetaFlops of computing power to process PetaBytes of data per day in real time. The AI-powered trigger for genuine astronomical signals enables capturing voltage samples spanning the burst duration to study the spectro-temporal-polarimetric properties at microsecond time resolution as well as high-time resolution visibility for event localisation. With an unprecedented sensitivity, SPOTLIGHT is expected to find hundreds of localised FRBs. This paper presents the FRB candidate optimiser for SPOTLIGHT's FRB detection pipeline, which incorporates candidate clustering, classification, and triggering for visibility and raw voltage recording.

Citovat

BANE, Kshitij; Jyotirmoy DAS; Arpan PAL; Ujjwal PANDA; Deepak BHONG; Santaji N. KATORE; Sanjay S. KUDALE; Mekhala MULEY; S Harshavardhan REDDY; Jayanta ROY; Jayaram CHENGALUR; Karel ADÁMEK; Kenil AJUDIYA; Wes ARMOUR; Siddhartha BHATTACHARYYA; Ritavash DEBNATH; Nishant P. DEO; Chahat DUDEJA; Shelton GNANARAJ; Ajith KUMAR; Sangita KUMARI; Shilkumar MESHRAM; Raghav WANI; Bhaswati BHATTACHARYYA; Yash BHUSARE; Ankita GHOSH; Ruta KALE; Ajay KUMAR; Banshi LAL; Krishnakumar MA; Yogesh MAAN; Puja MAJEE; Visweshwar RAM; Ram MARTHI; Sapan Kumar SAHOO; Saptarshi SARKAR a Rahul SHARAN. FRB candidate optimizer for SPOTLIGHT, enabling real-time commensal searches. Online. In 2025 URSI Asia-Pacific Radio Science Meeting, AP-RASC 2025. Washington: Institute of Electrical and Electronics Engineers Inc., 2025, s. "213575-1"-"213575-4", 4 s. ISBN 978-94-63968-15-7. Dostupné z: https://doi.org/10.46620/URSIAPRASC25/PNGW9526.

@inproceedings{90784,
   author = {Bane, Kshitij and Das, Jyotirmoy and Pal, Arpan and Panda, Ujjwal and Bhong, Deepak and Katore, Santaji N. and Kudale, Sanjay S. and Muley, Mekhala and Reddy, S Harshavardhan and Roy, Jayanta and Chengalur, Jayaram and Adámek, Karel and Ajudiya, Kenil and Armour, Wes and Bhattacharyya, Siddhartha and Debnath, Ritavash and Deo, Nishant P. and Dudeja, Chahat and Gnanaraj, Shelton and Kumar, Ajith and Kumari, Sangita and Meshram, Shilkumar and Wani, Raghav and Bhattacharyya, Bhaswati and Bhusare, Yash and Ghosh, Ankita and Kale, Ruta and Kumar, Ajay and Lal, Banshi and Ma, Krishnakumar and Maan, Yogesh and Majee, Puja and Ram, Visweshwar and Marthi, Ram and Sahoo, Sapan Kumar and Sarkar, Saptarshi and Sharan, Rahul},
   address = {Washington},
   booktitle = {2025 URSI Asia-Pacific Radio Science Meeting, AP-RASC 2025},
   doi = {https://doi.org/10.46620/URSIAPRASC25/PNGW9526},
   keywords = {Domain detections; Field of views; Localisation; Optimizers; Petaflops; Radio bursts; Radio pulsars; Real- time; Second imaging; Time domain},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Washington},
   isbn = {978-94-63968-15-7},
   pages = {"213575-1"-"213575-4"},
   publisher = {Institute of Electrical and Electronics Engineers Inc.},
   title = {FRB candidate optimizer for SPOTLIGHT, enabling real-time commensal searches},
   url = {https://www.ursi.org/proceedings/procAP25/papers/1203.pdf},
   year = {2025}
}

TY  - CONF
ID  - 90784
AU  - Bane, Kshitij - Das, Jyotirmoy - Pal, Arpan - Panda, Ujjwal - Bhong, Deepak - Katore, Santaji N. - Kudale, Sanjay S. - Muley, Mekhala - Reddy, S Harshavardhan - Roy, Jayanta - Chengalur, Jayaram - Adámek, Karel - Ajudiya, Kenil - Armour, Wes - Bhattacharyya, Siddhartha - Debnath, Ritavash - Deo, Nishant P. - Dudeja, Chahat - Gnanaraj, Shelton - Kumar, Ajith - Kumari, Sangita - Meshram, Shilkumar - Wani, Raghav - Bhattacharyya, Bhaswati - Bhusare, Yash - Ghosh, Ankita - Kale, Ruta - Kumar, Ajay - Lal, Banshi - Ma, Krishnakumar - Maan, Yogesh - Majee, Puja - Ram, Visweshwar - Marthi, Ram - Sahoo, Sapan Kumar - Sarkar, Saptarshi - Sharan, Rahul
PY  - 2025
TI  - FRB candidate optimizer for SPOTLIGHT, enabling real-time commensal searches
PB  - Institute of Electrical and Electronics Engineers Inc.
CY  - Washington
SN  - 9789463968157
KW  - Domain detections
KW  - Field of views
KW  - Localisation
KW  - Optimizers
KW  - Petaflops
KW  - Radio bursts
KW  - Radio pulsars
KW  - Real- time
KW  - Second imaging
KW  - Time domain
UR  - https://www.ursi.org/proceedings/procAP25/papers/1203.pdf
N2  - The SPOTLIGHT project is a commensal survey for Fast Radio Bursts (FRBs) and pulsars at the uGMRT using real-time HPC and AI for simultaneous time-domain detection and arc-second imaging localisation across 300 to 1460 MHz. FRBs are searched within 2,000 post-correlation beams steered across the Field of View (FoV), with SPOTLIGHT leveraging its PetaFlops of computing power to process PetaBytes of data per day in real time. The AI-powered trigger for genuine astronomical signals enables capturing voltage samples spanning the burst duration to study the spectro-temporal-polarimetric properties at microsecond time resolution as well as high-time resolution visibility for event localisation. With an unprecedented sensitivity, SPOTLIGHT is expected to find hundreds of localised FRBs. This paper presents the FRB candidate optimiser for SPOTLIGHT's FRB detection pipeline, which incorporates candidate clustering, classification, and triggering for visibility and raw voltage recording.
ER  -

BANE, Kshitij; Jyotirmoy DAS; Arpan PAL; Ujjwal PANDA; Deepak BHONG; Santaji N. KATORE; Sanjay S. KUDALE; Mekhala MULEY; S Harshavardhan REDDY; Jayanta ROY; Jayaram CHENGALUR; Karel ADÁMEK; Kenil AJUDIYA; Wes ARMOUR; Siddhartha BHATTACHARYYA; Ritavash DEBNATH; Nishant P. DEO; Chahat DUDEJA; Shelton GNANARAJ; Ajith KUMAR; Sangita KUMARI; Shilkumar MESHRAM; Raghav WANI; Bhaswati BHATTACHARYYA; Yash BHUSARE; Ankita GHOSH; Ruta KALE; Ajay KUMAR; Banshi LAL; Krishnakumar MA; Yogesh MAAN; Puja MAJEE; Visweshwar RAM; Ram MARTHI; Sapan Kumar SAHOO; Saptarshi SARKAR a Rahul SHARAN. FRB candidate optimizer for SPOTLIGHT, enabling real-time commensal searches. Online. In \textit{2025 URSI Asia-Pacific Radio Science Meeting, AP-RASC 2025}. Washington: Institute of Electrical and Electronics Engineers Inc., 2025, s.~''213575-1''-''213575-4'', 4 s. ISBN~978-94-63968-15-7. Dostupné z: https://doi.org/10.46620/URSIAPRASC25/PNGW9526.

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