TY - JOUR
T1 - High-accuracy atmospheric turbulence compensation based on a Wirtinger flow algorithm in an orbital angular momentum-free space optical communication system
AU - Zhou, Sitong
AU - Zhang, Qi
AU - Gao, Ran
AU - Chang, Huan
AU - Xin, Xiangjun
AU - Li, Shanshan
AU - Pan, Xiaolong
AU - Tian, Qinghua
AU - Tian, Feng
AU - Wang, Yongjun
N1 - Publisher Copyright:
© 2020 Elsevier B.V.
PY - 2020/12/15
Y1 - 2020/12/15
N2 - In this study, high-accuracy atmospheric turbulence compensation based on a Wirtinger flow (WF) algorithm in an orbital angular momentum-free space optical system is demonstrated. An adaptive optics compensation approach based on the WF sensing part is introduced. In addition, the configuration complexity of the wavefront sensing part is reduced to one input. The WF algorithm can be considered as a gradient descent method with two steps, initialisation and iteration, which effectively prevent a fall into the local optimal solution. The compensation performance of the WF algorithm is numerically simulated. The simulation results demonstrate that the compensation can effectively eliminate the impact of atmospheric turbulence. The performance parameters, namely, root-mean-square (RMS) error, mode purity, crosstalk and bit error rate, are significantly improved. In particular, the RMS error reduces to 10−15 compared with 10−2 for the conventional Gerchberg–Saxton algorithm. The performance of the simulations indicates the high effectiveness and accuracy of the WF algorithm.
AB - In this study, high-accuracy atmospheric turbulence compensation based on a Wirtinger flow (WF) algorithm in an orbital angular momentum-free space optical system is demonstrated. An adaptive optics compensation approach based on the WF sensing part is introduced. In addition, the configuration complexity of the wavefront sensing part is reduced to one input. The WF algorithm can be considered as a gradient descent method with two steps, initialisation and iteration, which effectively prevent a fall into the local optimal solution. The compensation performance of the WF algorithm is numerically simulated. The simulation results demonstrate that the compensation can effectively eliminate the impact of atmospheric turbulence. The performance parameters, namely, root-mean-square (RMS) error, mode purity, crosstalk and bit error rate, are significantly improved. In particular, the RMS error reduces to 10−15 compared with 10−2 for the conventional Gerchberg–Saxton algorithm. The performance of the simulations indicates the high effectiveness and accuracy of the WF algorithm.
KW - Atmospheric turbulence
KW - Free space optical (FSO) communication
KW - Gerchberg–Saxton (GS) algorithm
KW - Orbital angular momentum (OAM)
KW - Phase retrieval
KW - Wirtinger flow (WF) algorithm
UR - http://www.scopus.com/inward/record.url?scp=85089186116&partnerID=8YFLogxK
U2 - 10.1016/j.optcom.2020.126322
DO - 10.1016/j.optcom.2020.126322
M3 - Article
AN - SCOPUS:85089186116
SN - 0030-4018
VL - 477
JO - Optics Communications
JF - Optics Communications
M1 - 126322
ER -