百晓学者学者目录

杨川川

副教授、硕士生导师,北京大学

精选作品

期刊论文

2026

DC-RBF: Dilated Convolution–Radial Basis Function Network for Nonlinear Equalization in High-Speed VCSEL-Based Optical Interconnects

Yuting Xu, Chuanchuan Yang, Zhao-Peng Xu, Hao Qin, Tianxiang Lan, Jian-Wei Tang, Yuping Zhao

Journal of Lightwave Technology

2026

Optics-Inspired Kolmogorov–Arnold Fully-Convolutional Equalizer for High-Speed VCSEL-MMF Optical Interconnects

Yuting Xu, Zhao-Peng Xu, Chuanchuan Yang, Yuping Zhao

Optical Fiber Communications Conference and Exhibition

2026

Segmented‐Electrode Thin‐Film Lithium Niobate I/Q Modulator for Ultra‐High‐Speed Optical Interconnect

Lingjun Zhou, Xiansong Fang, Yixiao Zhu, Yunchen Li, Xiang Cai, Junbo Zhu, Hui Chen, Chao Li, Chuanchuan Yang, Xian Zhou, Zhixue He, Linlin Wang, Ke Li, Fan Zhang

Laser & Photonics Review

2025

超高速短距离光互连信号均衡及编码技术

秦昊,杨川川,蓝天祥,秦忻,赵玉萍,陈章渊

《电信科学》

2025

Up to 182 GBd PAM-4 optical interconnects eliminating receiver-side equalization DSP.

Ling-Jun Zhou, Xian-Song Fang, Yi-Xiao Zhu, Junbo Zhu, Yunchen Li, Zhen Chen, Xiao-Min Nie, Chuanchuan Yang, Xian Zhou, Zhi-Xue He, Lei Wang, Ke Li, Fan Zhang

Optics Letters

2025

850 nm VCSELs Exceeding 40 GHz Bandwidth Enable 200 Gbps Transmission over 1 00 m Multimode Fiber Link

Zhi-Teng Luo, Hao Qin, Tianxiang Lan, Huawen Hu, Ting-Yu Cheng, Connie J. Chang-Hasnain, Chuanchuan Yang, Jia-Xing Wang

European Conference on Optical Communication

2025

Ultralow-complexity fiber nonlinearity compensation based on gradient-driven pruned Kolmogorov-Arnold network

Hao Qin, Chuanchuan Yang, Tianxiang Lan, Yuting Xu, Xiang Cai, Fan Zhang, Yuping Zhao

Optics Letters

2025

Optics-Informed Residual Convolution Network Equalizer with Adaptive Nonlinear Activation for 140 Gbps PAM4 VCSEL-MMF Links

Yuting Xu, Zhaopeng Xu, Jianwei Tang, Chuanchuan Yang, Yuping Zhao

Asia Communications and Photonics Conference

2024

$1.2\text{-Tb}/\mathrm{s}/\lambda$ IM/DD Optical Interconnects with Stokes Vector Receiver

Xian-Song Fang, Yi-Xiao Zhu, Ling-Jun Zhou, Yunchen Li, Chuanchuan Yang, Xian Zhou, Wei-Sheng Hu, Zhi-Xue He, Lei Wang, Ke Li, Fan Zhang

Asia Communications and Photonics conference and Exhibition

2024

Up to 320-GBaud Coherent Optical System Based on Broadband Segmented TFLN I/Q Modulator

Ling-Jun Zhou, Xian-Song Fang, Yi-Xiao Zhu, Junbo Zhu, Yunchen Li, Xiao-Min Nie, Xian Zhou, Chuanchuan Yang, Lei Wang, Wei-Sheng Hu, Ke Li, Zhi-Xue He, Fan Zhang

Asia Communications and Photonics conference and Exhibition

2024

Optics-Informed Fully Convolutional Networks for Enhanced Channel Equalization in High-Speed VCSEL-Based Optical Interconnects

Yuting Xu, Chuanchuan Yang, Zhao-Peng Xu, Hao Qin, Jian-Wei Tang, Yuping Zhao

Asia Communications and Photonics conference and Exhibition

2024

Hidden Feature Extraction Learning and End-to-End Joint Equalization With LDPC Decoding Method for Optical Interconnect

Chuanchuan Yang, Hao Qin, Tianxiang Lan, Yunfeng Gao, Jiaxing Wang, Yuping Zhao, Connie J. Chang-Hasnain

Journal of Lightwave Technology

2024

Enhanced PON and AMCC Joint Transmission with GMM-Based Probability Shaping Techniques

Haipeng Guo, Chuanchuan Yang, Zhangyuan Chen, Hongbin Li

Photonics

2024

Generalized Rayleigh quotient optimization method for inter-channel nonlinearity compensation in coherent optical communication systems

Tianxiang Lan, Chuanchuan Yang, Xiansong Fang, Fan Zhang, Wenjing Yu, Weiqin Zhou, Zhangyuan Chen

Optics Letters

2024

Enhanced Recurrent Neural Network Equalization based on Hidden Feature Extraction Learning for Optical Interconnect

Chuanchuan Yang, Yunfeng Gao, Jiaxing Wang, Hongbin Li, Connie J. Chang-Hasnain

Optical Fiber Communication Conference

2023

Net 8×250 Gbit/s/λ PAM6/8 Optical Interconnect Over High-Density Eight-Core Fiber and Low-Crosstalk Laser Direct Writing FI/FO Devices

Yu Yang, Zhao-Peng Xu, Hong-Lin Ji, Gang Qiao, Lu-Lu Liu, Shang-Cheng Wang, R. Cheng, Jin-Yi Yu, Chuanchuan Yang, Zhi-Xue He, Yongqi He, Zhang-Yuan Chen, Wei-Sheng Hu, Juhao Li

2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)

2023

Single-λ 3-Tb/s (8 SDM×120 GBd) Probabilistically-Shaped-PAM16 Optical Interconnections over Standard 125μm-Cladding MCF Using Linear Equalizer Only

Yu Yang, Zhao-Peng Xu, Hong-Lin Ji, Gang Qiao, Qi Wu, Lu-Lu Liu, Shang-Cheng Wang, R. Cheng, Jin-Yi Yu, Chuanchuan Yang, Zhi-Xue He, Yongqi He, Zhang-Yuan Chen, Wei-Sheng Hu, Juhao Li

2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)

2023

Nanoseconds CDR Enabled by Clock Distribution and Protection Sequence Insertion in Optical

Yi-Song Zhao, Chang-Sheng Yang, Dao-Hang Dang, Yuan-Zhi Guo, Shi-Kui Shen, Ran Wen, Bin Chen, B. Guo, Chuanchuan Yang, Nan Hua, Xuwei Xue, Shanguo Huang

Opto-Electronics and Communications Conference

2023

Co-GRU Enhanced End-to-End Design for Long-haul Coherent Transmission Systems

Jia-Yu Zheng, Tian-Hong Zhang, Wenjing Yu, Wei-Qin Zhou, Chuanchuan Yang, Fan Zhang

2023

Recurrent Neural Network Based Joint Equalization and Decoding Method for Trellis Coded Modulated Optical Communication System

Xin Qin, Chuanchuan Yang, Hai-Peng Guo, Yunfeng Gao, Qingyi Zhou, Xinyue Wang, Zi-Yu Wang

Journal of Lightwave Technology

2023

Intelligent and adaptive intra-channel and inter-channel fiber nonlinearity compensation in coherent optical transmission systems.

Xian-Song Fang, Xin-Yu Chen, Xiang-Bao Cai, Chuanchuan Yang, Fan Zhang

Optics Letters

2023

Interference Modeling and Joint Demodulation Receiver for Multi-level PON with Baseband AMCC Superimposition

Haipeng Guo, Chuanchuan Yang, Yunfeng Gao, Hongbin Li

Journal of Lightwave Technology

2022

AMCC nonlinear baseband superimposition and extraction aided by proposed interference cancellation for WDM-PON used in 5G mobile fronthaul.

Hai-Peng Guo, Chuanchuan Yang, Yunfeng Gao, Hong-Bin Li

Optics Express

2022

GMM based low-complexity adaptive machine-learning equalizers for optical fiber communication

Fukui Tian, Yunfeng Gao, Chuanchuan Yang

Optics Communications

2022

Least Angle Regression-Based Modified Volterra Nonlinear Equalizer for Optical Interconnection System

Yunfeng Gao, Chuanchuan Yang, Jiaxing Wang, Cheng Zhang, Xiaoyu Zhang, Hai-Peng Guo, Xin Qin, Chihchiang Shen, Hong-Bin Li, Zhangyuan Chen, Constance J. Chang-Hasnain

Journal of Lightwave Technology

2022

Augmented space signal detection method for IM/DD optical communication systems

Yunfeng Gao, Chuanchuan Yang, Xiaoyu Zhang, Cheng Zhang, Bin Li

Optics Letters

2022

Energy consumption modeling and analysis for short-reach optical transmissions using irregular LDPC codes.

Ziyuan Zheng, Chuanchuan Yang, Chun Yang, Zi-Yu Wang

Optics Express

2022

288 Gb/s 850 nm VCSEL-based Interconnect over 100 m MMF based on Feature-enhanced Recurrent Neural Network

Yunfeng Gao, Chuanchuan Yang, Jiaxing Wang, Xin Qin, Hai-Peng Guo, Xiaoyu Zhang, Chihchiang Shen, Hong-Bin Li, Zhangyuan Chen, C. Chang-Hasnain

Optical Fiber Communications Conference and Exhibition

2021

Inter-Channel Fiber Nonlinearity Mitigation in High Baud-Rate Optical Communication Systems

Chenjia Li, Fan Zhang, Lei Zhang, Xin-Yu Chen, Fan Yang, Ming Hao, Xiaoke Ruan, Zhangyuan Chen, Chuanchuan Yang

Journal of Lightwave Technology

2021

Lifting method for quasi-cyclic low-density parity-check codes based on approximated cycle extrinsic message degree in optical communication systems

Xin Qin, Chuanchuan Yang, Jiazhe Hu, Xinyue Wang, Zi-Yu Wang

2021

Up to 20 Mb/s Auxiliary Management and Control Channel Signal Transmission in 50 Gb/s PON System

Hai-Peng Guo, Chuanchuan Yang, Xin Qin, Yunfeng Gao, Ziyuan Zheng, Hong-Bin Li

Optical Fiber Communications Conference and Exhibition

2020

Large-Scale High-Density Optical Interconnects

Zhangyuan Chen, Chuanchuan Yang, Nan Hua, B. Guo, Juhao Li, Jun-Bin Huang, Xiao-Ping Zheng, Shanguo Huang

Asia Communications and Photonics conference and Exhibition

2020

A Low-Complexity Recurrent Neural Network Based Joint Equalization and Decoding Method for Trellis Coded Modulation Link in Data Center

Xin Qin, Pengfei Wang, Chuanchuan Yang, Fan Zhang, Xinyue Wang, Zi-Yu Wang

Opto-Electronics and Communications Conference

2020

Deep belief network-hidden Markov model based nonlinear equalizer for VCSEL based optical interconnect

Fukui Tian, Chuanchuan Yang

Science China Information Sciences

2020

An Optimized Lifting Method Based on PMP for LDPC in PON System

Jiazhe Hu, Xin Qin, Chuanchuan Yang

Asia Communications and Photonics conference and Exhibition

2020

Gaussian mixture model-hidden Markov model based nonlinear equalizer for optical fiber transmission.

Fukui Tian, Qingyi Zhou, Chuanchuan Yang

Optics Express

2019

Optimization of QC-LDPC Codes by Edge Exchange Method Based on ACE

Xin Qin, Chuanchuan Yang, Ziyuan Zheng, Zi-Yu Wang

IEEE Photonics Technology Letters

2019

AdaNN: Adaptive Neural Network-Based Equalizer via Online Semi-Supervised Learning

Qingyi Zhou, Fan Zhang, Chuanchuan Yang

Journal of Lightwave Technology

2019

Linear-interpolation-based phase noise suppression method in Nyquist-WDM-PON

Yue Liu, Cheng Zhang, Anzhong Liang, Chuanchuan Yang

Other Conferences

2019

Low computationally complex recurrent neural network for high speed optical fiber transmission

Qingyi Zhou, Chuanchuan Yang, Anzhong Liang, Xiaolong Zheng, Zhangyuan Chen

Optics Communications

2019

Low-Complexity Bi-Directional Recurrent Neural Network Equalizer for Short-Range Optical Interconnect Links

Xin Qin, Chuanchuan Yang, Qingyi Zhou, Fukui Tian, Ji-Qiang Feng, Chen Xu, Zi-Yu Wang

Asia Communications and Photonics conference and Exhibition

2019

Joint optimizing of interleaving and LDPC decoding for burst errors in PON systems

Lei Zhang, Chuanchuan Yang, Fan Zhang

Science China Information Sciences

2018

Non-Orthogonal Basis Expansion Based Phase Noise Suppression Method for CO-OFDM System

Yue Liu, Chuanchuan Yang, Cheng Zhang, Anzhong Liang, Zheng Gao, Hong-Bin Li

Asia Communications and Photonics conference and Exhibition

2018

Eigenvector Basis Expansion-Based Phase Noise Suppression Method for Coherent Nyquist-WDM-PON

Xin Qin, Chuanchuan Yang, Zi-Yu Wang

Asia Communications and Photonics conference and Exhibition

2018

Fiber Nonlinearity Mitigation in Single Carrier 400 G and 800 G Nyquist-WDM Systems

Chenjia Li, Fan Zhang, Yi-Xiao Zhu, Mingxuan Jiang, Zhangyuan Chen, Chuanchuan Yang

Journal of Lightwave Technology

2018

High-Speed Faster-Than-Nyquist Optical Transmission

Fan Zhang, Yi-Xiao Zhu, Pengfei Wang, Chuanchuan Yang

2018 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)

2018

AMCC Superimposition and Extraction With Interference Elimination for 5G Mobile Fronthaul

Zhaopeng Xu, Chuanchuan Yang, Zhongwei Tan, Hai-Peng Guo, Fan Zhang

IEEE Photonics Technology Letters

2018

Experimental Demonstration for over Mbps Baseband-over-Modulation AMCC Implementation in PtP WDM-PON

Zhongwei Tan, Chuanchuan Yang, Zhaopeng Xu, Lei Chen, Xingang Huang, Hai-Peng Guo, Ziyuan Zheng, Fan Zhang, Zi-Yu Wang

Optical Fiber Communications Conference and Exhibition

2018

Experimental study of support vector machine based nonlinear equalizer for VCSEL based optical interconnect

Anzhong Liang, Chuanchuan Yang, Cheng Zhang, Yue Liu, Fan Zhang, Zhenrong Zhang, Hong-Bin Li

Optics Communications

2018

A new method for extending rate equation based VCSEL model with multimode spectral characteristic

Anzhong Liang, Chuanchuan Yang, Cheng Zhang, Jingjing Song, Hong-Bin Li

Science China Information Sciences

2018

A 70 Gbps NRZ optical link based on 850 nm band-limited VCSEL for data-center intra-connects

Zhongwei Tan, Chuanchuan Yang, Yi-Xiao Zhu, Zhaopeng Xu, K. Zou, Fan Zhang, Zi-Yu Wang

Science China Information Sciences

2018

Error correction for short-range optical interconnect using COTS transceivers

Ziyuan Zheng, Chuanchuan Yang, Daniel Zhao, Zi-Yu Wang

Science China Information Sciences

2017

Linear Interpolation and Eigenvector Basis Expansion Based Almost Blind Phase Noise Suppression Method for CO-OFDM Systems

Zhaopeng Xu, Zhongwei Tan, Chuanchuan Yang

Asia Communications and Photonics conference and Exhibition

2017

Linearly interpolation-based almost blind phase noise suppression method for CO-OFDM systems

Zhaopeng Xu, Chuanchuan Yang, Zhongwei Tan

2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC)

2017

Eigenvector Basis Expansion-Based Phase Noise Suppression Method for CO-OFDM Systems

Zhaopeng Xu, Zhongwei Tan, Chuanchuan Yang

IEEE Photonics Technology Letters

2017

Beyond 60 Gbps NRZ Transmission via a Band-Limited 850nm-VCSEL Link Based on Simplified-MLSE Algorithm

Zhongwei Tan, Chuanchuan Yang, Yi-Xiao Zhu, Zhaopeng Xu, Xinyue Wang, Fan Zhang, Zi-Yu Wang

Asia Communications and Photonics conference and Exhibition

2017

時間領域干渉除去に基づく高速帯域制限850nm VCSELリンク【Powered by NICT】

Zhongwei Tan, Chuanchuan Yang, Yi-Xiao Zhu, Zhaopeng Xu, K. Zou, Fan Zhang, Zi-Yu Wang

2017

High Speed Band-Limited 850-nm VCSEL Link Based on Time-Domain Interference Elimination

Zhongwei Tan, Chuanchuan Yang, Yi-Xiao Zhu, Zhaopeng Xu, K. Zou, Fan Zhang, Zi-Yu Wang

IEEE Photonics Technology Letters

2016

Pseudo pilot-aided OFDM system with high spectral efficiency for high performance coaxial transmission

Yue Liu, Chuanchuan Yang, Hong-Bin Li

Science China Information Sciences

2016

Research on Performances of Coherent Nyquist-WDM-PON and WDM-OFDM-PON Using Effective Phase Noise Suppression Methods

Zhaopeng Xu, Zhongwei Tan, Chuanchuan Yang

Asia Communications and Photonics conference and Exhibition

2016

Sliding Window Aided Phase Noise Suppression Method for Coherent Nyquist-WDM-PON

Zhaopeng Xu, Zhongwei Tan, Chuanchuan Yang

IEEE Photonics Technology Letters

2015

Cost-Effective and Spectrum-Efficient Coherent TDM-OFDM-PON Aided by Blind ICI Suppression

Yue Liu, Chuanchuan Yang, Hong-Bin Li

IEEE Photonics Technology Letters

2014

Orthogonal Basis Expansion-Based Phase Noise Suppression for PDM CO-OFDM System

Xi Fang, Chuanchuan Yang, Ting-Ting Zhang, Fan Zhang

IEEE Photonics Technology Letters

2014

The application of cost-effective lasers in coherent UDWDM-OFDM-PON aided by effective phase noise suppression methods.

Yue Liu, Chuanchuan Yang, Feng Yang, Hong-Bin Li

Optics Express

2014

Advanced pseudo pilot-aided blind ICI suppression for CO-OFDM system

Yue Liu, Chuanchuan Yang, Hong-Bin Li

2014 OptoElectronics and Communication Conference and Australian Conference on Optical Fibre Technology

2013

A phase noise estimation and suppression algorithm for PDM CO-OFDM

Xi Fang, Chuanchuan Yang, Fan Zhang

2013 18th OptoElectronics and Communications Conference held jointly with 2013 International Conference on Photonics in Switching (OECC/PS)

2013

Time-Domain Maximum-Likelihood Channel Estimation for PDM CO-OFDM Systems

Xi Fang, Chuanchuan Yang, Fan Zhang

IEEE Photonics Technology Letters

2013

Nonlinear Compensation for 1.76Tbit/s PDM-16QAM Nyquist-SCFDE Superchannel Transmission

Rui Ding, Zhennan Zheng, Zhiyuan Huang, Fan Zhang, Zhangyuan Chen, Chuanchuan Yang

2013

A CO-OFDM System With Almost Blind Phase Noise Suppression

Chun-Xu Zhao, Chuanchuan Yang, Feng Yang, Fan Zhang, Zhangyuan Chen

IEEE Photonics Technology Letters

2013

Nonlinear performance of multi-granularity orthogonal transmission systems with frequency division multiplexing.

Fan Zhang, Chuanchuan Yang, Xi Fang, Ting-Ting Zhang, Zhangyuan Chen

Optics Express

2012

A time-domain channel estimation algorithm for CO-OFDM

Xi Fang, Chuanchuan Yang, Fan Zhang

Asia Communications and Photonics conference and Exhibition

2012

A new nonlinearity compensation method for coherent optical OFDM systems

Chuanchuan Yang, Fan Zhang, Zhangyuan Chen, Zi-Yu Wang

Opto-Electronics and Communications Conference

2011

Iterative phase noise estimation and suppression for CO-OFDM systems with large laser linewidth

Chuanchuan Yang, Changhong He, Zi-Yu Wang

Asia Communications and Photonics conference and Exhibition

2011

Phase noise suppression for coherent optical block transmission systems: a unified framework.

Chuanchuan Yang, Feng Yang, Zi-Yu Wang

Optics Express

2010

Orthogonal Basis Expansion-Based Phase Noise Estimation and Suppression for CO-OFDM Systems

Chuanchuan Yang, Feng Yang, Zi-Yu Wang

IEEE Photonics Technology Letters

2010

Coherent optical single-carrier frequency domain equalization techniques for high speed fiber transmission and access networking

Zhangyuan Chen, Juhao Li, Fan Zhang, Chuanchuan Yang, Yongqi He, Chun-Xu Zhao, Zhiyuan Huang, Su Zhang

2010

100-Gb/s coherent optical fiber communication with frequency domain equalization

Fan Zhang, Juhao Li, Chuanchuan Yang, Zhangyuan Chen, Chun-Xu Zhao, Su Zhang

Asia Communications and Photonics conference and Exhibition

2009

Phase noise estimation and mitigation for DCT-based coherent optical OFDM systems.

Chuanchuan Yang, Feng Yang, Zi-Yu Wang

Optics Express

2009

Channel tracking for optical fiber communication systems: clustering-based approach

Chuanchuan Yang, Feng Yang, Jun Wu, Zi-Yu Wang

2008

A Clustering-Based Channel Estimation Algorithm for MLSE in Optical Fiber Communication Systems

Chuanchuan Yang, Feng Yang, Zi-Yu Wang

OFC/NFOEC 2008 - 2008 Conference on Optical Fiber Communication/National Fiber Optic Engineers Conference

2008

Clustering-Based Adaptive Channel Estimator for Optical Fiber Communication Systems

Chuanchuan Yang, Feng Yang, Zi-Yu Wang

IEEE Photonics Technology Letters

2007

Iterative Minimum Mean Square Error Equalization for Optical Fiber Communication Systems

Chuanchuan Yang, Feng Yang, Zi-Yu Wang

IEEE Photonics Technology Letters

2006

Higher-order optical polarization mode dispersion compensator evaluation using Markov chain Monte Carlo simulation

Chuanchuan Yang, Zi-Yu Wang

2006

New optical compensator for higher-order polarization mode dispersion in optical fiber channels

Chuanchuan Yang, Zi-Yu Wang

2005

Comparison of DQPSK and QDPASK transmissions in 80- Gb/s optical communication systems

Chuanchuan Yang, Zi-Yu Wang

SPIE/OSA/IEEE Asia Communications and Photonics

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