
1.State Key Laboratory of Advanced Optical Communication Systems and Networks, Intelligent Microwave Lightwave Integration Innovation Center (imLic), Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China
2.State Key Laboratory of Advanced Optical Communications System and Networks, Department of Electronics, School of Electronics Engineering and Computer Science, Peking University, Beijing, China
3.State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, International Research Center for Advanced Photonics, Zhejiang University, Hangzhou, China
Weiwen Zou (wzou@sjtu.edu.cn)
Received:27 May 2024,
Revised:08 January 2025,
Accepted:2025-01-09,
Published Online:07 February 2025,
Published:31 March 2025
Scan QR Code
Qian, N. et al. Analog parallel processor for broadband multifunctional integrated system based on silicon photonic platform. Light: Science & Applications, 14, 746-756 (2025).
Qian, N. et al. Analog parallel processor for broadband multifunctional integrated system based on silicon photonic platform. Light: Science & Applications, 14, 746-756 (2025). DOI: 10.1038/s41377-025-01753-w.
Sharing the hardware platform between diverse information systems to establish full cooperation among different functionalities has attracted substantial attention. However
broadband multifunctional integrated systems with large operating frequency ranges are challenging due to the bandwidth and computing speed restrictions of electronic circuitry. Here
we report an analog parallel processor (APP) based on the silicon photoni
c platform that directly discretizes and parallelizes the broadband signal in the analog domain. The APP first discretizes the signal with the optical frequency comb and then adopts optical dynamic phase interference to reassign the analog signal into 2
N
parallel sequences. Via photonic analog parallelism
data rate and data volume in each sequence are simultaneously compressed
which mitigates the requirement on each parallel computing core. Moreover
the fusion of the outputs from each computing core is equivalent to directly processing broadband signals. In the proof-of-concept experiment
two-channel analog parallel processing of broadband radar signals and high-speed communication signals is implemented on the single photonic integrated circuit. The bandwidth of broadband radar signal is 6 GHz and the range resolution of 2.69 cm is achieved. The wireless communication rate of 8 Gbit/s is also validated. Breaking the bandwidth and speed limitations of the single-computing core along with further exploring the multichannel potential of this architecture
we anticipate that the proposed APP will accelerate the development of powerful opto-electronic processors as critical support for applications such as satellite networks and intelligent driving.
Liu, F. et al. Joint radar and communication design: applications, state-of-the-art, and the road ahead. IEEE Trans. Commun. 68 , 3834–3862 (2020)..
Paul, B., Chiriyath, A. R. & Bliss, D. W. Survey of RF communications and sensing convergence research. IEEE Access 5 , 252–270 (2017)..
Zou, X. H. et al. Multifunctional photonic integrated circuit for diverse microwave signal generation, transmission, and processing. Laser Photonics Rev. 13 , 1800240 (2019)..
Wang, C. X. et al. On the road to 6G: visions, requirements, key technologies, and testbeds. IEEE Commun. Surv. Tutor. 25 , 905–974 (2023)..
Hu, Y. et al. An orthogonal hybrid analog–digital multibeam antenna array for millimeter-wave massive MIMO systems. IEEE Trans. Antennas Propag. 69 , 1393–1403 (2021)..
Zhou, W. X. et al. Integrated sensing and communication waveform design: a survey. IEEE Open J. Commun. Soc. 3 , 1930–1949 (2022)..
Yan, M. et al. Intelligent resource scheduling for 5G radio access network slicing. IEEE Trans. Vehic. Technol. 68 , 7691–7703 (2019)..
Wei, J. et al. Highly integrated multifunctional antenna for global navigation satellite system. IEEE Trans. Antennas Propag. 70 , 12305–12310 (2022)..
Liu, F. et al. Integrated sensing and communications: toward dual-functional wireless networks for 6G and beyond. IEEE J. Sel. Areas Commun. 40 , 1728–1767 (2022)..
Pérez-López, D. et al. General-purpose programmable photonic processor for advanced radiofrequency applications. Nat. Commun. 15 , 1563 (2024)..
Ghelfi, P. et al. A fully photonics-based coherent radar system. Nature 507 , 341–345 (2014)..
Kürner, T., Mittleman, D. M.&Nagatsuma, T. THz Communications: Paving the Way Towards Wireless Tbps. (Cham: Springer, 2022).
Qian, N. et al. Signal-to-noise ratio improvement of photonic time-stretch coherent radar enabling high-sensitivity ultrabroad W-band operation. Opt. Lett. 43 , 5869–5872 (2018)..
Xu, S. F. et al. Analog spatiotemporal feature extraction for cognitive radio-frequency sensing with integrated photonics. Light Sci. Appl. 13 , 50 (2024)..
Capmany, J. & Novak, D. Microwave photonics combines two worlds. Nat. Photonics 1 , 319–330 (2007)..
Marpaung, D., Yao, J. P. & Capmany, J. Integrated microwave photonics. Nat. Photonics 13 , 80–90 (2019)..
Li, S. M. et al. Chip-based microwave-photonic radar for high-resolution imaging. Laser Photonics Rev. 14 , 1900239 (2020)..
Shu, H. W. et al. Microcomb-driven silicon photonic systems. Nature 605 , 457–463 (2022)..
Tao, Z. H. et al. Highly reconfigurable silicon integrated microwave photonic filter towards next-generation wireless communication. Photonics Res. 11 , 682–694 (2023)..
Tao, Y. S. et al. Fully on-chip microwave photonic instantaneous frequency measurement system. Laser Photonics Rev. 16 , 2200158 (2022)..
Yao, Y. H. et al. Highlyintegrated dual-modality microwave frequency identification system. Laser Photonics Rev. 16 , 2200006 (2022)..
Xu, X. Y. et al. 11 TOPS photonic convolutional accelerator for optical neural networks. Nature 589 , 44–51 (2021)..
Shastri, B. J. et al. Photonics for artificial intelligence and neuromorphic computing. Nat. Photonics 15 , 102–114 (2021)..
Xu, S. F. et al. High-order tensor flow processing using integrated photonic circuits. Nat. Commun. 13 , 7970 (2022)..
Feldmann, J. et al. Parallel convolutional processing using an integrated photonic tensor core. Nature 589 , 52–58 (2021)..
Zhuang, L. M. et al. Programmable photonic signal processor chip for radiofrequency applications. Optica 2 , 854–859 (2015)..
Capmany, J., Gasulla, I. & Pérez, D. The programmable processor. Nat. Photonics 10 , 6–8 (2016)..
Liu, W. L. et al. A fully reconfigurable photonic integrated signal processor. Nat. Photonics 10 , 190–195 (2016)..
Pérez, D. et al. Multipurpose silicon photonics signal processor core. Nat. Commun. 8 , 636 (2017)..
Hu, J. Q. et al. Reconfigurable radiofrequency filters based on versatile soliton microcombs. Nat. Commun. 11 , 4377 (2020)..
Efnusheva, D., Cholakoska, A. & Tentov, A. A survey of different approaches for overcoming the processor - memory bottleneck. Int. J. Comput. Sci. Inf. Technol. 9 , 151–163 (2017)..
Schmidt, C. et al. Data converter interleaving: current trends and future perspectives. IEEE Commun. Mag. 58 , 19–25 (2020)..
Chen, V. C.&Martorella, M. Inverse Synthetic Aperture Radar Imaging: Principles, Algorithms and Applications. (Edison: IET, 2014).
Zhang, J. A. et al. An overview of signal processing techniques for joint communication and radar sensing. IEEE J. Sel. Top. Signal Process. 15 , 1295–1315 (2021)..
Qian, N. et al. Influence of the demultiplexer on channel-interleaved photonic analog-to-digital converters. IEEE Photonics J. 12 , 5502110 (2020)..
Flatt, H. P. & Kennedy, K. Performance of parallel processors. Parallel Comput. 12 , 1–20 (1989)..
Scotti, F. et al. High precision photonic ADC with four time-domain-demultiplexed interleaved channels. Proceedings of 2013 18th OptoElectronics and Communications Conference Held Jointly with 2013 International Conference on Photonics in Switching. Kyoto, Japan: IEEE, 2013, 1-2.
Xu, S. F. et al. Deep-learning-powered photonic analog-to-digital conversion. Light Sci. Appl. 8 , 66 (2019)..
Qin, R. H. et al. Decoupling and one-time elimination of the timing skew in a time-demultiplexing photonic analog-to-digital converter for high-resolution wideband signal acquisition. Opt. Lett. 48 , 5324–5327 (2023)..
Tavik, G. C. et al. The advanced multifunction RF concept. IEEE Trans. Microw. Theory Tech. 53 , 1009–1020 (2005)..
Nie, H. J. et al. Photonics-based integrated communication and radar system. Proceedings of 2019 International Topical Meeting on Microwave Photonics. Ottawa, ON, Canada: IEEE, 2019, 1-4.
Deng, A. Y. et al. High-resolution ISAR imaging based on photonic receiving for high-accuracy automatic target recognition. Opt. Express 30 , 20580–20588 (2022)..
Han, C. H. et al. Ultra-compact silicon modulator with 110 GHz bandwidth. Proceedings of 2022 Optical Fiber Communications Conference and Exhibition. San Diego, CA, USA: IEEE, 2022, 1-3.
Rahim, A. et al. Taking silicon photonics modulators to a higher performance level: state-of-the-a rt and a review of new technologies. Adv. Photonics 3 , 024003 (2021)..
Li, K. et al. Electronic–photonic convergence for silicon photonics transmitters beyond 100 Gbps on-off keying. Optica 7 , 1514–1516 (2020)..
Weigel, P. O. et al. Bonded thin film lithium niobate modulator on a silicon photonics platform exceeding 100 GHz 3-dB electrical modulation bandwidth. Opt. Express 26 , 23728–23739 (2018)..
Wang, C. et al. Integrated lithium niobate electro-optic modulators operating at CMOS-compatible voltages. Nature 562 , 101–104 (2018)..
Zhang, Y. W. et al. Systematic investigation of millimeter-wave optic modulation performance in thin-film lithium niobate. Photonics Res. 10 , 2380–2387 (2022)..
Wang, J. et al. Engineering a sandwiched Si/I/LNOI structure for 180-GHz-bandwidth electro-optic modulator with fabrication tolerances. Opt. Express 30 , 35398–35408 (2022)..
Billah, M. R. et al. Hybrid integration of silicon photonics circuits and InP lasers by photonic wire bonding. Optica 5 , 876–883 (2018)..
Wang, J., Xiong, N. N. & Zou, W. W. Loss compensation of an ultra-wideband electro-optic modulator in heterogeneous silicon/erbium-doped lithium niobate. Opt. Lett. 48 , 3399–3402 (2023)..
Liu, Y. et al. A photonic integrated circuit–based erbium-doped amplifier. Science 376 , 1309–1313 (2022)..
Wan, Y. T. et al. High speed evanescent quantum-dot lasers on Si. Laser Photonics Rev. 15 , 2100057 (2021)..
Xiang, C. et al. Laser soliton microcombs heterogeneously integrated on silicon. Science 373 , 99–103 (2021)..
Xiang, C. et al. High-performance lasers for fully integrated silicon nitride photonics. Nat. Commun. 12 , 6650 (2021)..
Zhang, J. et al. Ⅲ-Ⅴ-on-Si photonic integrated circuits realized using micro-transfer-printing. APL Photonics 4 , 110803 (2019)..
Haq, B. et al. Micro-transfer-printed Ⅲ-Ⅴ-on-silicon C-band semiconductor optical amplifiers. Laser Photonics Rev. 14 ,1900364 (2020)..
Theurer, M. et al. Flip-chip integration of InP to SiN photonic integrated circuits. J. Lightw. Technol. 38 , 2630–2636 (2020)..
Lin, S. Y. et al. Efficient, tunable flip-chip-integrated Ⅲ-Ⅴ/Si hybrid external-cavity laser array. Opt. Express 24 , 21454–21462 (2016)..
Wang, J. et al. Toward photonic–electronic convergence based on heterogeneous platform of merging lithium niobate into silicon. J. Opt. Soc. Am. B 40 , 1573–1590 (2023)..
Gao, S. et al. Super-resolution diffractive neural network for all-optical direction of arrival estimation beyond diffraction limits. Light Sci. Appl. 13 , 161 (2024)..
Gao, S., Wu, C. & Lin, X. Demixing microwave signals using system-on-chip photonic processor. Light Sci. Appl. 13 , 58 (2024)..
KEYSIGHT. 86100D DCA-X. at https://www.keysight.com/us/en/assets/7018-02546/data-sheets-archived/5990-5824.pdf https://www.keysight.com/us/en/assets/7018-02546/data-sheets-archived/5990-5824.pdf URL.
Hong, S. H. et al. Ultralow-loss compact silicon photonic waveguide spirals and delay lines. Photonics Res. 10 , 1–7 (2022)..
Oppenheim A. V.&Schafer, R. W. Digital Signal Processing. (Englewood: Prentice Hall, 1975).
0
Views
0
Downloads
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621