Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver
In this paper, we present a modified modulated wideband converter (MWC)-based digital receiver for fractional bandlimited signals, and further propose an intra-pulse modulation recognition method in discrete time fractional Fourier domain (DTFrFD) for the intercepted signals. The proposed digital re...
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9085336/ |
| _version_ | 1818566750255448064 |
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| author | Xiaomin Li Huali Wang Haichao Luo |
| author_facet | Xiaomin Li Huali Wang Haichao Luo |
| author_sort | Xiaomin Li |
| collection | DOAJ |
| description | In this paper, we present a modified modulated wideband converter (MWC)-based digital receiver for fractional bandlimited signals, and further propose an intra-pulse modulation recognition method in discrete time fractional Fourier domain (DTFrFD) for the intercepted signals. The proposed digital receiver can move the cross-channel signal to the baseband and since the nonzero part of its available spectrum is narrower in DTFrFD than in discrete time Fourier domain (DTFD), so a better separation can be achieved by the proposed digital receiver than by original MWC- based receiver. Then, with the data acquired from the digital receiver, we propose an intra-pulse modulation recognition method based on the optimal transformation order and the spectral kurtosis (SK) in DTFrFD for the six types of fractional bandlimited signals. In this algorithm, the optimal transformation order is tested to distinguish the encoded signals from the non-encoded signals, and then the SK is tested to determine the intra-pulse modulation type specially. The computational complexity of the proposed method is much lower than search-based methods. Meanwhile, since the SK of Gaussian signals is zero in DTFrFD, the proposed method shows better robustness than the original MWC discrete compressive sampling structure against SNR variation. Simulation results confirm the obtained analytical results. |
| first_indexed | 2024-12-14T01:57:37Z |
| format | Article |
| id | doaj.art-6ca15af997d64b86ace8e723ea33dcbe |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-14T01:57:37Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-6ca15af997d64b86ace8e723ea33dcbe2022-12-21T23:21:08ZengIEEEIEEE Access2169-35362020-01-018850678508210.1109/ACCESS.2020.29919909085336Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital ReceiverXiaomin Li0https://orcid.org/0000-0001-9568-4262Huali Wang1Haichao Luo2School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, ChinaCollege of Communication Engineering, The Army Engineering University of PLA, Nanjing, ChinaCollege of Tourism, Henan Normal University, Xinxiang, ChinaIn this paper, we present a modified modulated wideband converter (MWC)-based digital receiver for fractional bandlimited signals, and further propose an intra-pulse modulation recognition method in discrete time fractional Fourier domain (DTFrFD) for the intercepted signals. The proposed digital receiver can move the cross-channel signal to the baseband and since the nonzero part of its available spectrum is narrower in DTFrFD than in discrete time Fourier domain (DTFD), so a better separation can be achieved by the proposed digital receiver than by original MWC- based receiver. Then, with the data acquired from the digital receiver, we propose an intra-pulse modulation recognition method based on the optimal transformation order and the spectral kurtosis (SK) in DTFrFD for the six types of fractional bandlimited signals. In this algorithm, the optimal transformation order is tested to distinguish the encoded signals from the non-encoded signals, and then the SK is tested to determine the intra-pulse modulation type specially. The computational complexity of the proposed method is much lower than search-based methods. Meanwhile, since the SK of Gaussian signals is zero in DTFrFD, the proposed method shows better robustness than the original MWC discrete compressive sampling structure against SNR variation. Simulation results confirm the obtained analytical results.https://ieeexplore.ieee.org/document/9085336/Wideband digital receivermodulated wideband converterfractional Fourier transformintra-pulse modulation recognition |
| spellingShingle | Xiaomin Li Huali Wang Haichao Luo Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver IEEE Access Wideband digital receiver modulated wideband converter fractional Fourier transform intra-pulse modulation recognition |
| title | Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver |
| title_full | Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver |
| title_fullStr | Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver |
| title_full_unstemmed | Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver |
| title_short | Intra-Pulse Modulation Recognition for Fractional Bandlimited Signals Based on a Modified MWC-Based Digital Receiver |
| title_sort | intra pulse modulation recognition for fractional bandlimited signals based on a modified mwc based digital receiver |
| topic | Wideband digital receiver modulated wideband converter fractional Fourier transform intra-pulse modulation recognition |
| url | https://ieeexplore.ieee.org/document/9085336/ |
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