4.7 Review

SERF Atomic Magnetometer-Recent Advances and Applications: A Review

Journal

IEEE SENSORS JOURNAL
Volume 18, Issue 20, Pages 8198-8207

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2018.2863707

Keywords

SERF; atomic magnetometer; alkali metal vapor source; atom heating method; pump and probe lasers; magnetic shielding system

Funding

  1. 863 Plan of China [2014AA123401]
  2. Key Programs of the National Science Foundation of China [2016YFB051600]
  3. National Natural Science Foundation of China [61227902]

Ask authors/readers for more resources

This paper aims to review the technology, developments, and applications of spin exchange relaxation free (SERF) atomic magnetometers. The generalized comparisons between the SERF magnetometer and the other types of weak magnetic sensors are elaborated. Further, the fundamental composition and operational principle of the SERF atomic magnetometer are elucidated. The development history and recent technological developments with respect to several aspects, including the alkali metal vapor source, atom heating method, pump and probe lasers, and magnetic shielding system, are presented. The classification and respective advantages and disadvantages of these technologies are described in detail. Finally, the existing and potential applications, as well as the prospective future development trends are presented.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Physics, Applied

Detection of single 13C spins coupled to NV center via dynamical decoupling design

Pengcheng Fan, Heng Yuan, Lixia Xu, Jixing Zhang, Guodong Bian, Mingxin Li, Zhuo Wang

Summary: The adjusted Carr-Purcell-Meiboom-Gill sequence was used to detect C-13 nuclear spin signals coupled to a negatively-charged nitrogen-vacancy center in diamond, achieving high resolution detection. The improved frequency resolution and coherence dips width offer a promising approach to enhance the identification of nuclear spins in coupled electron-nuclear spin systems. The adjusted method can also be applied to other dynamical decoupling sequences for further improvement in spin detection.

JOURNAL OF PHYSICS D-APPLIED PHYSICS (2022)

Article Optics

Analysis and suppression of the misalignment error for the pumping laser in the atomic comagnetometer

Jiong Huang, Wenfeng Fan, Zhuo Wang, Linlin Yuan, Kai Zhang, Hongyu Pei, Haoying Pang, Wei Quan

Summary: In this study, a steady-state response model considering the misalignment error of the pumping laser is established, and an in-situ evaluation method for this error is proposed. Based on the evaluation method, the influence of this misalignment error on the pumping efficiency and the performance of the atomic comagnetometer (ACM) is quantitatively analyzed. Furthermore, a pumping laser alignment method based on the second harmonic of a single-beam magnetometer is proposed, and its effectiveness is verified through experiments.

OPTICS EXPRESS (2022)

Article Optics

Transverse light-shift in a spin-exchange relaxation-free co-magnetometer: measurement, decoupling, and suppression

Sixun Liu, Ruigang Wang, Linlin Yuan, Jiaqi Wu, Qi Yuan, Jun Zhu, Wenfeng Fan, Zhuo Wang, Pengcheng Du

Summary: This paper proposes a novel method for rapid measurement of transverse light-shift based on the error of steady-state response of co-magnetometer in spin-exchange relaxation-free (SERF) co-magnetometer. The sources of transverse light-shift in a compact SERF co-magnetometer are modeled and analyzed, and decoupling and suppression methods based on a degree of circular polarization (DOCP) regulation scheme are presented. The suggested DOCP regulation scheme achieves more than a 67% suppression ratio in transverse light-shift.

OPTICS EXPRESS (2022)

Article Automation & Control Systems

Trajectory tracking control based on memory data for robots with imprecise dynamic properties and interference

Zhuo Wang, Mengliang Fang

Summary: This article proposes a new controller design method for the trajectory tracking problem of robots with imprecise dynamic properties and interference. By utilizing the tracking error memory data of state variables to construct control law, the proposed method eliminates tracking errors caused by system interference and inaccurate system modeling, and achieves interference compensation, resulting in the desired dynamic performance of the system.

OPTIMAL CONTROL APPLICATIONS & METHODS (2023)

Article Computer Science, Artificial Intelligence

Finite-Time Estimation for Markovian BAM Neural Networks With Asymmetrical Mode-Dependent Delays and Inconstant Measurements

Chang Liu, Zhuo Wang, Renquan Lu, Tingwen Huang, Yong Xu

Summary: This paper studies the issue of finite-time state estimation for discrete-time Markovian bidirectional associative memory neural networks. It considers the asymmetrical system mode-dependent time-varying delays and uses a Markov chain to describe the inconstant measurement. A nonfragile estimator is designed to improve robustness and stochastically bounded stability is guaranteed under certain conditions. An example is provided to illustrate the effectiveness of the state estimation.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2023)

Article Optics

Real-time nondemolition measurement method for alkali vapor density and its application in a spin-exchange relaxation-free co-magnetometer

Ruigang Wang, Feng Li, Zehua Liu, Bodong Qin, Li Xing, Zhuo Wang

Summary: This study presents a novel method using circularly polarized pump light on polarized alkali metal atoms to measure the number density of K in K-Rb hybrid vapor cells. This method eliminates the need for additional devices such as absorption spectroscopy, Faraday rotation, or resistance temperature detector technology. The proposed method is real-time, highly stable, and a quantum nondemolition measurement that does not disrupt the SERF regime. Experimental results demonstrate its effectiveness in increasing the long-term stability of electron spin polarizations.

OPTICS EXPRESS (2023)

Article Engineering, Multidisciplinary

Measurement and analysis of polarization gradient relaxation in the atomic comagnetometer

Linlin Yuan, Jiong Huang, Wenfeng Fan, Zhuo Wang, Kai Zhang, Hongyu Pei, Ze Cai, Hang Gao, Sixun Liu, Wei Quan

Summary: In this paper, a three-dimensional model and measurement method are proposed to study the transverse nuclear spin relaxation in the spin-exchange relaxation-free (SERF) comagnetometer. The model explains the observed plateau in the polarization gradient relaxation rate (PGRR), and the measurement method confirms the significance of PGRR in the SERF comagnetometer. This research supports improving the long-term stability of the SERF comagnetometer and can be applied to other atomic sensors.

MEASUREMENT (2023)

Article Engineering, Electrical & Electronic

Hybrid optimal design method for magnetic field coils under magnetic shielding boundary

Zhihong Wu, Haoying Pang, Zhuo Wang, Wenfeng Fan, Feng Liu, Hongyu Pei, Wei Quan

Summary: A novel strategy is proposed in this study for designing uniform magnetic field and gradient magnetic field coils considering the boundary effect of magnetic shielding. This strategy uses intelligent optimization algorithm to transform the complex coil design problem into the spatial optimization problem. By combining the mirror method with Green's function, the magnetic field can be accurately calculated, and by combining the target field method (TFM) with the whale optimization algorithm, the stream functions can be optimized using adaptive ridge regression. The proposed method significantly reduces the magnetic field deviation in the target area compared to the conventional TFM.

SENSORS AND ACTUATORS A-PHYSICAL (2023)

Article Automation & Control Systems

Fractional Exponential Feedback Control for Finite-Time Stabilization and Its Application in a Spin-Exchange Relaxation-Free Comagnetometer

Zhuo Wang, Ruigang Wang, Sixun Liu, Li Xing, Bodong Qin

Summary: This article proposes a series of control strategies for ensuring the ultrastable measurement of the spin-exchange relaxation-free comagnetometer system, including finite-time fractional exponential feedback control and finite-time robust FEFC.

IEEE TRANSACTIONS ON CYBERNETICS (2023)

Article Automation & Control Systems

State Estimation for Nonuniformly Sampled Neural Networks With Hidden Information

Chang Liu, Yuru Guo, Zhuo Wang, Yong Xu, Chun-Yi Su

Summary: This study addresses the problem of estimator design for a class of nonuniformly sampled neural networks when the sampling interval is inaccessible to the estimator. A new quantization model based on a hidden Markov chain is proposed, where the emission probability depends on the network status and sampling interval. By assuming that the data receiver can recognize the quantization density instead of the sampling interval, two variables called hidden mode and observed mode are defined, and the associated observed mode-dependent estimator is designed. The effectiveness of the proposed approach is demonstrated through an example.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2023)

Article Optics

In-Situ Detection for Atomic Density in the K-Rb-21Ne Co-Magnetometer via an Optical Heterodyne Interferometry

Sixun Liu, Zhuo Wang, Yueyang Zhai

Summary: In this paper, a complex refractive index model for spin ensembles under hybrid optical pumping is established and a optical heterodyne-based scheme for atomic density detection is proposed. Experimental results verify that the proposed scheme has high detection sensitivity and immunity to laser power fluctuation.

PHOTONICS (2023)

Article Engineering, Electrical & Electronic

Magnetic Field Compensation Control for Spin-Exchange Relaxation-Free Comagnetometer Using Reinforcement Learning

Feng Li, Zhuo Wang, Ruigang Wang, Sixun Liu, Bodong Qin, Zehua Liu, Xinxiu Zhou

Summary: In this article, a previously undescribed controller design architecture using the constrained dynamic action space Q-learning algorithm is developed to solve the triaxial drift magnetic field compensation problem for the spin-exchange relaxation-free comagnetometer. The architecture consists of offline training and online deployment, where the control strategies are obtained through the CDA-Q algorithm trained with simulated environment. Numerical simulations and comparative experiments demonstrate the effectiveness and efficiency of the proposed method, which outperforms the existing method by 67.56%.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2023)

Article Engineering, Electrical & Electronic

Interval stability and ADRC of vapor cell temperature in miniaturized SERF atomic magnetometer based on light absorption

Tiexiao Xu, Le Jia, Zhuo Wang, Xinda Song, Tengyue Long, Zhendong Wu, Zhaoxin Duan

Summary: This paper proposes a novel temperature control method for improving the performance of a spin-exchange relaxation-free atomic magnetometer. The method combines active disturbance rejection control with interval stability analysis, achieving both controller stability and accurate state estimation while improving tuning efficiency. Compared to traditional methods, this approach reduces heating time, eliminates overshooting, decreases temperature fluctuation, and enhances disturbance rejection capability. It also eliminates magnetic noise interference and reduces temperature conduction time delay, resulting in stable output signals and improved sensitivity. This method enhances the adaptability of the atomic magnetometer to complex environments and has potential applications in the medical field.

SENSORS AND ACTUATORS A-PHYSICAL (2023)

Article Engineering, Electrical & Electronic

Magnetic field gradient in K-Rb-21Ne comagnetometer: Measurement, decoupling and suppression

Zhihong Wu, Haoying Pang, Zhuo Wang, Wenfeng Fan, Feng Liu, Hongyu Pei, Wei Quan

Summary: This study proposes a novel method to address the effect of magnetic field gradients on spin-exchange relaxation-free gyroscopes (SERFG). By in situ measuring and compensating the magnetic field gradient, the sensitivity and stability of the instrument are improved.

SENSORS AND ACTUATORS A-PHYSICAL (2023)

Article Computer Science, Artificial Intelligence

Optimal Spin Polarization Control for the Spin-Exchange Relaxation-Free System Using Adaptive Dynamic Programming

Ruigang Wang, Zhuo Wang, Sixun Liu, Tao Li, Feng Li, Bodong Qin, Qinglai Wei

Summary: This work solves the 3-D spin polarization control problem of atomic ensembles by utilizing multiphysics fields. A novel adaptive dynamic programming structure is proposed, along with a multicritic multiaction neural network, to solve the multiplayer nonzero-sum game problem. The proposed algorithm is validated through numerical simulations in a spin-exchange relaxation-free system.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2022)

No Data Available