2022 Vol. 48, No. 11

Display Method:
Volume 48 Issue112022
iconDownload (213950) 1103 iconPreview
A fingerprint indoor localization method against adversarial sample attacks
ZHANG Xuejun, BAO Junda, HE Fucun, GAI Jiyang, TIAN Feng, HUANG Haiyan
2022, 48(11): 2087-2101. doi: 10.13700/j.bh.1001-5965.2021.0789
Abstract:

With the development of urban intelligence, the indoor positioning services based on WiFi received signal strength (RSS) have attracted extensive attention of society. The deep learning technology is a powerful method to achieve high indoor positioning performance using RSS signal. However, it is vu...

Stealthy configuration design and optimization analysis of microsatellite
QIN Yuantian, SUN Hanqing, YUE Xin
2022, 48(11): 2102-2110. doi: 10.13700/j.bh.1001-5965.2021.0392
Abstract:

To study the electromagnetic scattering characteristics of the TX-1 microsatellite, an electromagnetic calculation model with a stealthy shape is established. The physical optics (PO) is used to numerically calculate the radar cross section (RCS) under different conditions to verify PO accuracy thro...

Opening characteristics of inlaid floating ring seal with high-speed gas film
ZHENG Rao, CHEN Xiaozhu, LI Shuangxi, ZHAO Xiang, SHI Renjie, SONG Zifeng
2022, 48(11): 2111-2120. doi: 10.13700/j.bh.1001-5965.2021.0083
Abstract:

This study investigates the inlaid floating ring seal with high-speed gas films in aeroengines, focusing on the opening performance of the seal with different structural parameters, starting modes, and material combinations. The solid domain model and the gas film fluid domain numerical analysis mod...

Stiffness optimization of M-shaped boom based on radial basis function surrogate model
YANG Hui, FAN Shuoshuo, WANG Yan, LIU Rongqiang, XIAO Hong
2022, 48(11): 2121-2129. doi: 10.13700/j.bh.1001-5965.2021.0091
Abstract:

In the execution of space missions, the hyper-elastic boom is mainly used in the deployment and support of large space deployable antennas and solar sails. In order to improve the supporting effect of the hyper-elastic boom in the state of deployment, the stiffness of the M-shaped hyper-elastic boom...

Evaluation of high hitting accuracy performance of hypersonic vehicle
PENG Weishi
2022, 48(11): 2130-2137. doi: 10.13700/j.bh.1001-5965.2021.0094
Abstract:

To evaluate the hitting accuracy of hypersonic vehicles scientifically and reasonably, this paper proposes a high accuracy evaluation method using the error spectrum. First, the hit accuracy data of hypersonic vehicles are preprocessed to obtain the relative distance error. Secondly, the root mean s...

Autonomous navigation based on PPO for mobile platform
XU Guoyan, XIONG Yiwei, ZHOU Bin, CHEN Guanhong
2022, 48(11): 2138-2145. doi: 10.13700/j.bh.1001-5965.2021.0100
Abstract:

This paper presents an autonomous navigation method based on proximal policy optimization (PPO) algorithm for mobile platform. In this method, GNSS and LADAR are used for sensing environment information. To define the state of reinforcement learning model, an ego position evaluation method is introd...

Optical path simulation and design of NO rapid detection optical cavity structure
LI Wen, CAI Yongqing, CHEN Mengfan, LIU Peng
2022, 48(11): 2146-2152. doi: 10.13700/j.bh.1001-5965.2021.0105
Abstract:

According to the chemiluminescence reaction mechanism of nitric oxide and ozone, a new cylindrical total reflection S-type optical cavity design for rapid detection of nitric oxide gas is proposed. The optical cavity model is based on the total reflection S-type structure on the inner wall of the cy...

Runway temperature hybrid prediction based on MFOA-KELM residual correction under ice and snow
CHEN Bin, LIU Yue, LI Qingzhen, DING Yu, WANG Liwen
2022, 48(11): 2153-2164. doi: 10.13700/j.bh.1001-5965.2021.0646
Abstract:

The runway surface temperature short-term accurate prediction is one of the key factors for runway icing warning.In order to solve the problem of error accumulation caused by a single mechanistic model with increasing prediction time, a hybrid runway temperature prediction method under ice and snow ...

Layered control of hybrid power loader based on fuel cell
ZHANG Zhiwen, DU Wenjie, LIANG Junfei, ZHANG Yangang, WU Yawen
2022, 48(11): 2165-2176. doi: 10.13700/j.bh.1001-5965.2021.0099
Abstract:

It is of great significance to study new energy technologies for loaders, which have high energy consumption and poor emissions. Combined with the operating characteristics of the loader, this paper proposes a power supply system driven by fuel cell and super capacitor. Our research focused on adapt...

Multi-channel wireless sensor system based on CC1310 chip wtih high speed and low power consumption
DUAN Ruifeng, LYU Yanjie, DU Wenji, ZHOU You
2022, 48(11): 2177-2185. doi: 10.13700/j.bh.1001-5965.2021.0682
Abstract:

In order to effectively reduce the weight of sensor data acquisition and transmission system for the new-generation launch vehicle, a wireless sensor system based on chip CC1310 was designed and implemented. Multi-node networking and group management are accomplished using frequency division multipl...

Lightweight densely connected network based on attention mechanism for single-image deraining
CHAI Guoqiang, WANG Dawei, LU Bin, LI Zhu
2022, 48(11): 2186-2192. doi: 10.13700/j.bh.1001-5965.2021.0294
Abstract:

The rain streaks attached to the image seriously affect the analysis and follow-up research of the image information. To restore the background texture damaged by rain streaks, this paper proposes a lightweight densely connected network based on attention mechanism to remove rain from a single image...

Monitoring and analysis on GPS P(Y) code power enhancement
LI Wenxuan, JIAO Wenhai, WANG Kai, QIU Ruijin, SUN Shuxian
2022, 48(11): 2193-2203. doi: 10.13700/j.bh.1001-5965.2021.0676
Abstract:

With programmable power output capabilities, global positioning system(GPS) Block IIR-M and Block IIF satellites can flexibly enhance transmit power of individual signal components. In order to systematically evaluate the power enhancement capability of GPS P(Y) codes, the theoretical analysis of th...

Ultra-local model-free speed predictive control based on ESO for PMSM
XU Lingliang, CHEN Guiming, LI Qiaoyang
2022, 48(11): 2204-2214. doi: 10.13700/j.bh.1001-5965.2021.0085
Abstract:

An ultra-local model-free speed predictive control (MFSPC) method based on an extended state observer (ESO) is proposed to address the control performance decrease of permanent magnet synchronous motor (PMSM) due to parameter changes and external disturbances, and to solve the one-step delay problem...

Method for predicting on-orbit residual life of satellite atomic clock
FENG Jianguang, ZHENG Zixia, LONG Dongteng, ZHOU Bo, LU Mingquan, ZHENG Heng
2022, 48(11): 2215-2221. doi: 10.13700/j.bh.1001-5965.2021.0087
Abstract:

An atomic clock is one of the most critical loads of a navigation satellite. It is thus of great significance to carry out the work related to the health assessment and residual life prediction of atomic clocks to understand the performance and the health status of the atomic clock in time and to en...

Design and analysis of high precision for spherical Lorentz force magnetic bearing
FU Baiheng, WANG Weijie, WANG Yuanqin, FAN Yahong, NIE Chen, JIA Haipeng
2022, 48(11): 2222-2229. doi: 10.13700/j.bh.1001-5965.2021.0103
Abstract:

Aim at solving following problems. Firstly, the limited deflection angle of the cylindrical Lorentz force magnetic bearing (LFMB) can leads to the short duration of torque output of magnetically suspended control and sensing gyroscope (MSCSG). Secondly, the low uniformity of magnetic density between...

Rotating parabolic-conical corrosion pit model establishment and its application
LIU Dejun, TIAN Gan, JIN Guofeng, YANG Zhengwei, REN Biyun, WEI Huali
2022, 48(11): 2230-2240. doi: 10.13700/j.bh.1001-5965.2021.0106
Abstract:

As one of the common degradation forms of metal structure exposed to the corrosive medium, pitting may cause the local stress concentration and decrease the strength, reliability and safety of the structure of equipment. Thus, an exact pit model is useful for the stress distribution analysis of the ...

Multi-UAV round up strategy based on unity of group will
LIU Feng, WEI Ruixuan, ZHOU Kai, DING Chao
2022, 48(11): 2241-2249. doi: 10.13700/j.bh.1001-5965.2021.0109
Abstract:

To solve the problem of unmanned aerial vehicle (UAV) coordinated rounding up, a strategy was proposed based on the unity of group will. Inspired by the cognitive mechanism of human beings in collaborative tasks, this paper introduces "group will" to define the collaborative cognition of UAVs, build...

Non-line-of-sight signal detection based on unsupervised learning and particle filtering
HOU Ningning, LI Deng'ao, ZHAO Jumin
2022, 48(11): 2250-2258. doi: 10.13700/j.bh.1001-5965.2021.0077
Abstract:

Global navigation satellite system (GNSS) is the most widely used positioning technology at present. Due to high-rise structures blocking the signal, the performance deterioration caused on by non-line-of-sight propagation still remains while studying the positioning problem in urban canyons. In ord...

Numerical simulation of icing on aircraft rotating surfaces
GUO Qi, SHEN Xiaobin, LIN Guiping, ZHANG Shijuan
2022, 48(11): 2259-2269. doi: 10.13700/j.bh.1001-5965.2021.0081
Abstract:

Based on Shallow-Water icing thermodynamic theory, an unsteady icing model is developed to simulate icing on three-dimensional rotating surfaces. Jacobi and Gauss-Seidel iterative algorithms are adopted to numerically solve the governing equations of unsteady processes of surface icing. This method ...

Rocket return trajectory tracking guidance based on convex optimization and LQR
WU Jie, ZHANG Cheng, LI Miao, XIONG Fenfen
2022, 48(11): 2270-2280. doi: 10.13700/j.bh.1001-5965.2021.0084
Abstract:

For the powered descent phase of the reusable launch vehicle, various strict process constraints, terminal constraints and requirements on fuel saving exist, which bring great challenges to the guidance. This paper proposes a trajectory tracking guidance method based on convex optimization and linea...

A parameter calibration method for manipulators based on laser displacement measurement
SHAO Xin, JI Li, ZOU Huaiwu, XIE Yangmin
2022, 48(11): 2281-2288. doi: 10.13700/j.bh.1001-5965.2021.0093
Abstract:

The traditional method of robot parameter target usually requires an expensive equipment, and the technical realization cost is high, a novel low-cost calibration method for manipulators is proposed, which utilizes a laser displacement sensor installed on the end of the manipulator to measure the re...

Obstacle avoidance method of mobile robot based on obstacle cost potential field
CHI Shengkai, XIE Yongfang, CHEN Xiaofang, PENG Fan
2022, 48(11): 2289-2303. doi: 10.13700/j.bh.1001-5965.2021.0095
Abstract:

A mobile robot operates in a dynamic environment, so it must react quickly, maintain a clear path, and keep a safe distance from obstacles. To solve this problem, this paper proposes a dynamic obstacle avoidance method for mobile robots based on the obstacle cost potential field. By establishing a s...

Application of data cube association mining in infrared anti-jamming
WU Xin, WU Youli, NIU Deqing, CAI Yuxuan, XU Yang, CHEN Bian
2022, 48(11): 2304-2313. doi: 10.13700/j.bh.1001-5965.2021.0096
Abstract:

This study aims at analyzing the coupling relationship between disturbance variables and miss distance of air-to-air missiles in infrared anti-jamming. Massive data are obtained by setting disturbance variables through an experimental simulation platform. The data cube is then constructed to preproc...

2-D compressed sensing SAR imaging based on mixed sparse representation
XIONG Shichao, NI Jiacheng, ZHANG Qun, LUO Ying, WANG Yansong
2022, 48(11): 2314-2324. doi: 10.13700/j.bh.1001-5965.2021.0101
Abstract:

Compressed sensing (CS) theory has been applied in synthetic aperture radar (SAR) in the recent years. A 2-D CS SAR imaging method is proposed using mixed sparse representation (MSR) based on approximate observation model in non-sparse scene compressed sensing SAR imaging. Firstly, non-sparse scene ...

Operation risk of civil aircraft based on SOM and association rules
XIONG Minglan, WANG Huawei, NI Xiaomei, LIN Ruiguan
2022, 48(11): 2325-2334. doi: 10.13700/j.bh.1001-5965.2021.0102
Abstract:

To fully understand the risks of civil aircraft and learning from accidents, the major civil aircraft accidents (MCAA) are used as the research object to dig out its deep-level causal characteristics. Due to the poor readability information and nonlinear system behavior of MCAA, it is difficult to d...

Low-altitude UAV detection method based on optimized CenterNet
ZHANG Ruixin, LI Ning, ZHANG Xiaxia, ZHOU Huiyu
2022, 48(11): 2335-2344. doi: 10.13700/j.bh.1001-5965.2021.0108
Abstract:

To achieve effective detection of "low, slow and small" unmanned aerial vehicle(UAV)and improve detection accuracy and positioning quality, we propose a low-altitude UAV detection method based on joint attention and CenterNet. Aiming at the problem of high miss-detection rate of small targets in gen...