A novel, to the best of our knowledge, photonics-assisted scheme for compressed sensing (CS) of sparse RF signals is proposed. An architecture with time-delayed dual-channel modulation of a pseudo-random binary sequence in com-bination with differential detection enables the generation of a rate-doubled bipolar random sequence, which largely increases the bandwidth of the CS system. In addition, the bipolarity of the random sequence ensures a zero-mean measurement matrix, which helps improve the signal recov-ery performance. Experimental results are presented to verify the performance improvement of the approach in comparison with the conventional single-ended photonic CS system. (c) 2023 Optica Publishing Group
机构:
Shanghai Key Laboratory of Multidimensional Information Processing,East China Normal University
Engineering Center of SHMEC for Space Information and GNSS,East China Normal UniversityShanghai Key Laboratory of Multidimensional Information Processing,East China Normal University
机构:
East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
East China Normal Univ, Engn Ctr SHMEC Space Informat & GNSS, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
Liu, Shiyang
Chen, Yang
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East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
East China Normal Univ, Engn Ctr SHMEC Space Informat & GNSS, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
机构:
East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
East China Normal Univ, Engn Ctr SHMEC Space Informat & GNSS, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
LIu, Shiyang
Wang, Shi
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机构:
East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
East China Normal Univ, Engn Ctr SHMEC Space Informat & GNSS, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
Wang, Shi
Shi, Taixia
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机构:
East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
East China Normal Univ, Engn Ctr SHMEC Space Informat & GNSS, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
Shi, Taixia
Chen, Yang
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机构:
East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
East China Normal Univ, Engn Ctr SHMEC Space Informat & GNSS, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China