Microwave Photonic Reconfigurable High Precision Instantaneous Frequency Measurement System Assisted by Stacking Ensemble Learning Method | PERPUSTAKAAN UNIVERSITAS KATOLIK PARAHYANGAN

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Microwave Photonic Reconfigurable High Precision Instantaneous Frequency Measurement System Assisted by Stacking Ensemble Learning Method

Jia, Qianqian - Nama Orang; Liu, Jianguo - Nama Orang; Li, Jinye - Nama Orang; Wei, Chuangchuang - Nama Orang;

This paper reports a microwave photonic reconfigurable high precision simple instantaneous frequency measurement system. With the first assistance of stacking ensemble learning method, it can achieve high measurement accuracy over a wide bandwidth. For introducing electrical and optical delays, the range and accuracy of the instantaneous frequency measurement method can be flexibly adjusted to suit the needs of various scenarios. Sufficient and systematic experimental results show that from 11 GHz to 17 GHz, the average measurement error is 4.39 MHz. This simple system acquits reconfigurability and on-chip integration possibilities without dispersion elements, which reveals great potential in the future integrated array radar, detection, and other fields.

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Barcode		Tipe Koleksi	Nomor Panggil	Lokasi	Status
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Informasi Detail

Judul Seri: JOURNAL OF LIGHTWAVE TECHNOLOGY; Vol. 41, No. 6, March 15, 2023
No. Panggil: -
Penerbit: : .,
Deskripsi Fisik: p. 1696-1703
Bahasa: English
ISBN/ISSN: -
Klasifikasi: NONE
Tipe Isi: -
Tipe Media: -
Tipe Pembawa: -
Edisi: -
Subjek: MACHINE LEARNING
MICROWAVE PHOTONICS
INSTANTANEOUS FREQUENCY MEASUREMENT
STACKING ENSEMBLE LEARNING
Info Detail Spesifik: DOI: 10.1109/JLT.2022.3227943
Pernyataan Tanggungjawab: Qianqian Jia, Jinye Li, Chuangchuang Wei, Jianguo Liu

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