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2024 Vol. 46, No. 4

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Cover
2024, 46(4)
Abstract:
contents
contents
2024, 46(4): 1-4.
Abstract:
Dataset
DroneRFa: A Large-scale Dataset of Drone Radio Frequency Signals for Detecting Low-altitude Drones
YU Ningning, MAO Shengjian, ZHOU Chengwei, SUN Guowei, SHI Zhiguo, CHEN Jiming
2024, 46(4): 1147-1156. doi: 10.11999/JEIT230570
Abstract:
A large-scale dataset of drone radio frequency signals, namely DroneRFa, is constructed to research and develop anti-drone detection and recognition technologies. This dataset uses a software-defined radio device to monitor communication signals betw...
Overviews
A Review of the Research on UAV Swarm Confrontation under Incomplete Information
XUE Jian, ZHAO Lin, XIANG Xiancai, LÜ Ke, HONG Chen, ZHANG Baolin, YAN Yan, WANG Yong
2024, 46(4): 1157-1172. doi: 10.11999/JEIT230544
Abstract:
UAV (Unmanned Aerial Vehicle) swarm, with its application advantages and development prospects, has become one of the current hot spots of interest for researchers in the field of artificial intelligence. The UAV swarm confrontation technology under ...
Research Progress of Orbital Angular Momentum Antenna Technologies with Reconfigurable Characteristics
WU Jie, HU Jun, ZHANG Zhongxiang, SHA Wei, HUANG Zhixiang, WU Xianliang
2024, 46(4): 1173-1185. doi: 10.11999/JEIT230847
Abstract:
Orbital Angular Momentum (OAM) technology provides a new degree of freedom to tackle the problems of the increasingly strained frequency resources, due to its theoretical orthogonal modes and non-interference with each other, which shows a good advan...
Wireless Communication,Internet of Things and Digital Signal Processing
Robust Power Allocation for Multi-LED Integrated Visible Light Positioning and Communication
YANG Ruixin, ZHANG Guanjie, MA Shuai, CHAI Jinjin, XU Gang, LI Shiyin
2024, 46(4): 1186-1195. doi: 10.11999/JEIT230406
Abstract:
In order to integrate signals of the Visible Light Positioning (VLP) and Visible Light Communication (VLC), a Frequency Division Multiplexing (FDM) based signal structure and a robust power allocation scheme for the multi-LED integrated Visible Light...
Research on Peak to Average Power Ratio Suppression Method of Orthogonal Frequency Division Multiplexing Signal Based on Improved Tone Reservation Algorithm
LIU Ziwei, YANG Biao, ZHAO Shanshan, DU Hongfei
2024, 46(4): 1196-1202. doi: 10.11999/JEIT230475
Abstract:
Due to the very strict requirements of the system for linear components, the current Orthogonal Frequency Division Multiplexing(OFDM) system has the problem of high Peak to Average Power Ratio (PAPR), which causes signal distortion of OFDM and OFDM-b...
Robust Secure Resource Allocation Algorithm for Multiple Input Single Output Symbiotic Radio with Reconfigurable Intelligent Surface Assistance
WU Cuixian, ZHOU Chunyu, XU Yongjun, CHEN Qianbin
2024, 46(4): 1203-1211. doi: 10.11999/JEIT230426
Abstract:
To resolve the channel uncertainties, wireless information leakage and low communication quality caused by obstacles, a robust secure resource allocation algorithm for a Reconfigurable Intelligent Surface (RIS) aided Multiple Input Single Output (MIS...
Spread Spectrum and Conventional Modulation Signal Recognition Method Based on Generative Adversarial Network and Multi-modal Attention Mechanism
WANG Huahua, ZHANG Ruizhe, HUANG Yonghong
2024, 46(4): 1212-1221. doi: 10.11999/JEIT230518
Abstract:
Considering the low classification accuracy of spreading and conventional modulated signals under low signal-to-noise ratio conditions, a multimodal attention mechanism signal modulation recognition method based on Generative Adversarial Network (GAN...
Multi-Unmanned Aerial Vehicles Trajectory Optimization for Age of Information Minimization in Wireless Sensor Networks
HU Haonan, HAN Ming, LI Wenpeng, ZHANG Jie
2024, 46(4): 1222-1230. doi: 10.11999/JEIT230458
Abstract:
Due to the limited transmitting power of sensors in the Wireless Sensor Network (WSN) and high probability of large distance between sensors and their associated Base Station(BS), the sensor data may not be received in time. This will reduce the data...
Wireless Spectrum Status Sensing Driven by Few-Shot Learning
SHEN Bin, LI Yue, WANG Xin, WANG Zixin
2024, 46(4): 1231-1239. doi: 10.11999/JEIT230377
Abstract:
Wireless spectrum status sensing is one of the prerequisites for achieving efficient utilization of spectrum resources and harmonious coexistence among systems. A spectrum sensing scheme based on interpolation and Few-Shot Learning(FSL) classificatio...
An RIS assisted Wideband Millimeter Wave SISO-Based Positioning Method
SUN Junchang, GU Rongyan, MA Shuai, CHAI Jinjin, LI Shiyin
2024, 46(4): 1240-1246. doi: 10.11999/JEIT230401
Abstract:
For the effects of spatial-wideband effects during millimeter wave positioning, a novel 3-Dimensional (3D) positioning estimation method based on Reconfigurable Intelligent Surface (RIS) and Single Input Single Output (SISO) millimeter wave system is...
Resource Scheduling Based on Multi-factor Priority for High Performance Requirements in Wireless Body Area Network
ZHANG Zheng, YI Chen, LIN Jinzhao, PANG Yu, LI Guoquan, LI Zhangyong, LI Chunguo
2024, 46(4): 1247-1256. doi: 10.11999/JEIT230733
Abstract:
Media Access Control (MAC) plays a pivotal role in ensuring proper operation of Wireless Body Area Networks (WBAN). However, current solutions still cannot satisfy high performance requirements of low latency and energy consumption for emergency data...
Downlink Transmission for RIS-Assisted MIMO NOMA by Exploiting Statistical CSI
LU Jiacheng, WANG Bin, ZHANG Jun, NI Yiyang
2024, 46(4): 1257-1265. doi: 10.11999/JEIT230630
Abstract:
For a Reconfigurable Intelligent Surface (RIS)-assisted Multiple Input Multiple Output (MIMO) Non-Orthogonal Multiple Access (NOMA) downlink system, the transmit covariances matrix at the base station and the phase-shifting matrix at the RIS are join...
Precoding and Trajectory Design of Unmanned Aerial Vehicle Based on Joint Communication and Sensing
CHAI Rong, CUI Xianglin, SUN Ruijin, CHEN Qianbin
2024, 46(4): 1266-1275. doi: 10.11999/JEIT230515
Abstract:
Benefited from the characteristics of high mobility, low cost and convenient deployment, by deploying communication and sensing equipment and supporting efficient resource sharing of communication and sensing technologies, Unmanned Aerial Vehicles (U...
In-vivo MIMO Channel Characteristics Analysis and Modeling Based on Skin-fat Model at Terahertz Frequency
ZHANG Jie, YIN Jinghan, SHAO Yu, LIAO Xi, WANG Yang, YU Ziming
2024, 46(4): 1276-1285. doi: 10.11999/JEIT230578
Abstract:
To investigate transmission characteristics of in-vivo Mmultiple Input Multiple Output (MIMO) communication systems at TeraHertz (THz) frequency, a precise skin-fat model is constructed at 0.8~1.2 THz. Full wave electromagnetic simulations are conduc...
Frequency-Hopping Network Station Sorting Method Using Radio Polarization Characteristics
QI Zisen, ZHANG Zixuan, XU Hua, SHI Yunhao
2024, 46(4): 1286-1295. doi: 10.11999/JEIT230315
Abstract:
The paper proposes a hopping signal sorting method based on radio polarization features to address the problem of poor classification and recognition performance of hopping network stations under the condition of similar characteristics in the “space...
Digital Twin-assisted Task Offloading Algorithms for the Industrial Internet of Things
TANG Lun, SHAN Zhenzhen, WEN Mingyan, LI Li, CHEN Qianbin
2024, 46(4): 1296-1305. doi: 10.11999/JEIT230317
Abstract:
To address the low efficiency of task collaboration computation caused by limited resources of Industrial Internet of Things (IIoT) devices and dynamic changes of edge server resources, a Digital Twin (DT)-assisted task offloading algorithm is propos...
Resource Allocation Algorithm of Urban Rail Train-to-Train Communication with A2C-ac
WANG Ruifeng, ZHANG Ming, HUANG Ziheng, HE Tao
2024, 46(4): 1306-1313. doi: 10.11999/JEIT230623
Abstract:
In the train control system of urban rail transit, Train-to-Train (T2T) communication, a new train communication mode, use direct communication between trains to reduce communication delay and improve train operation efficiency. In the scenario of th...
A Placement Planning Scheme of Intelligent-Reflecting-Surface for In-door Deployment
WANG Wennai, GENG Xinyi, YU Jinhan, WU Wei, WANG Bin
2024, 46(4): 1314-1320. doi: 10.11999/JEIT230414
Abstract:
The Intelligent-Reflecting-Surface (IRS) / Reconfigurable-Intelligent-Surface (RIS) is challenged by the placement and direction of its adhering panel when it is used to assist an actual wireless communication system to improve performance. As a math...
A Multi-user Computation Offloading Optimization Model and Algorithm Based on Deep Reinforcement Learning
LI Zhihua, YU Zili
2024, 46(4): 1321-1332. doi: 10.11999/JEIT230445
Abstract:
In Mobile Edge Computing (MEC) intensive deployment scenarios, the uncertainty of edge server load can easily cause edge server overload, leading to a significant increase in delay and energy consumption during the computation offloading process. In ...
Anonymous Authentication and Key Agreement Protocol Based on Distributed Intelligent Vehicle Networking System
ZHANG Xiaojun, TANG Haoyu, ZHANG Nan, WANG Wenchen, XUE Jingting
2024, 46(4): 1333-1342. doi: 10.11999/JEIT230394
Abstract:
As an important component of smart city construction, intelligent vehicle networking system has received increasing attention from academia and industry in recent years. In the intelligent vehicle networking system, the vehicle communication module t...
Joint Optimization of Edge Selection and Resource Allocation in Digital Twin-assisted Federated Learning
TANG Lun, WEN Mingyan, SHAN Zhenzhen, CHEN Qianbin
2024, 46(4): 1343-1352. doi: 10.11999/JEIT230421
Abstract:
In intelligent driving based on federated learning, the resource constraints of Intelligent Connected Vehicle (ICV) and possible device failures will lead to the decrease of the precision of federated learning training and the increase of delay and e...
Channel Estimation of IRS-OTFS Communication System with Meta-learning Algorithm
ZHANG Zufan, DUAN Jiahui, WANG Guozhong
2024, 46(4): 1353-1362. doi: 10.11999/JEIT230669
Abstract:
Focusing on the problem of large channel estimation transmission overhead in Intelligent Reflective Surface IRS) assisted multi-user communication system in high Doppler scenario, an IRS-OTFS communication system is constructed based on the character...
Optimized Deployment Method of Edge Computing Network Service Function Chain Delay Combined with Deep Reinforcement Learning
SUN Chunxia, YANG Li, WANG Xiaopeng, LONG Liang
2024, 46(4): 1363-1372. doi: 10.11999/JEIT230632
Abstract:
A delay-optimized Service Function Chain (SFC) deployment approach is proposed by combining deep reinforcement learning with the delay-based Dijkstra pathfinding algorithm for the problem of resource-constrained edge networks and low end-to-end delay...
Radars and Navigation
Elevation-Dependent Stochastic Localization Algorithm for GNSS-based Passive Radar
YANG Dongkai, TAN Chuanrui, WANG Feng, LI Tang
2024, 46(4): 1373-1381. doi: 10.11999/JEIT230462
Abstract:
An elevation-dependent stochastic localization algorithm is proposed to address the problem of different satellites contributing differently to the localization error in Global Navigation Satellite System (GNSS)-based passive radar. Herein, the Crame...
SAR Pulsed Direct Wave Interference Suppression Method Using Improved Eigen-Subspace Projection
SHU Gaofeng, LIU Mingyue, LI Ning
2024, 46(4): 1382-1390. doi: 10.11999/JEIT230665
Abstract:
Radio Frequency Interference (RFI) will pollute the echo signal of Synthetic Aperture Radar (SAR) and increase the difficulty of SAR image interpretation. Pulsed Direct Wave Interference (PDWI), as a typical RFI, covers SAR echo information with brig...
The Radar Signal Deinterleaving Method Base on Point Cloud Segmentation Network
CHEN Tao, QIU Baochuan, XIAO Yihan, YANG Boyi
2024, 46(4): 1391-1398. doi: 10.11999/JEIT230622
Abstract:
To solve the problems of pixel points overlap and low processing efficiency in existing end-to-end radar signal deinterleaving methods based on image segmentation, an end-to-end sorting method using a point cloud segmentation network is proposed in t...
Shape Parameter Estimation of Radar K-distributed Sea Clutter Based on Support Vector Regression and Percentiles
XUE Jian, SUN Mengling, PAN Meiyan
2024, 46(4): 1399-1407. doi: 10.11999/JEIT230650
Abstract:
In order to solve the problem that the estimation accuracy of traditional methods for estimating the shape parameters of radar K-distributed sea clutter is seriously degraded when there are outliers, a method for estimating the shape parameters of ra...
Angle-only Maneuvering Target Tracking Using Primal-dual Gaussian Particle Filtering
ZHANG Hongwei
2024, 46(4): 1408-1417. doi: 10.11999/JEIT230413
Abstract:
To reduce the mapping basepoint offset and Gaussian truncation errors caused by spatiotemporal inconsistency in angle-only maneuvering target tracking systems, mapping representation and
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Maximum Likelihood Estimation of Ocean Wind Vector Using Subsatellite-Observation Spaceborne Global Navigation Satellite System-Reflectometry
WANG Feng, LI Jianqiang, ZHANG Guodong, ZHANG Qi, YANG Dongkai
2024, 46(4): 1418-1427. doi: 10.11999/JEIT230464
Abstract:
It is difficult to retrieve the ocean wind direction using the specular reflection signal owing to its insensitivity to the sea surface wind direction. The sensitivity of the scattered Global Navigation Satellite System-Reflectometry (GNSS-R) signal ...
Image and Intelligent Information Processing
Camera Calibration Using Cross-Section Waterline Orientation for Video-based Flow Measurement
ZHANG Zhen, JIANG Tiansheng, ZHAO Lijun, CHENG Ze
2024, 46(4): 1428-1437. doi: 10.11999/JEIT230573
Abstract:
The image-based water flow measurement technology based on the Direct Linear Transformation (DLT) method relies on ground control points, and has problems such as low efficiency, high risk, and difficult operation in natural rivers with wide sections...
3D Model Classification Based on Shannon Entropy Representative Feature and Voting Mechanism
GAO Xueyao, YAN Shaokang, ZHANG Chunxiang
2024, 46(4): 1438-1447. doi: 10.11999/JEIT230405
Abstract:
At present, view-based 3D model classification has the problems of insufficient visual information for single view and redundant information for multiple views, and treating all views equally will ignore the differences between different projection a...
Hyperspectral Image Classification Based on Multi-scale Asymmetric Dense Network
CAI Yiheng, TAN Meiling, PAN Jianjun, HE Kaiqi
2024, 46(4): 1448-1457. doi: 10.11999/JEIT230651
Abstract:
HyperSpectral Image (HSI) classification methods based on limited labeled samples have made significant progress in recent years. However, due to the specificity of hyperspectral images, redundant information and limited labeled samples pose great ch...
Target Drift Discriminative Network Based on Dual-template Siamese Structure in Long-term Tracking
HOU Zhiqiang, WANG Zhuo, MA Sugang, ZHAO Jiaxin, YU Wangsheng, FAN Jiulun
2024, 46(4): 1458-1467. doi: 10.11999/JEIT230496
Abstract:
In long-term visual tracking, most of the target loss discriminative methods require artificially determined thresholds, and the selection of optimal thresholds is usually difficult, resulting in weak generalization ability of long-term tracking algo...
Effect of Transcranial Magnetic Stimulation on Inter-brain Region Networks of Aged Rats during Working Memory Task
GUO Miaomiao, ZHAI Haodi, JI Lihui, WANG Tian, XU Guizhi
2024, 46(4): 1468-1478. doi: 10.11999/JEIT230291
Abstract:
Transcranial Magnetic Stimulation (TMS) has been widely used in clinical neuroregulation fields such as improving brain cognitive function because of its ability to non-invasibly detect and modulate the excitability and function of the cerebral corte...
Hole Filling for Virtual View Synthesized Image by Combining with Contextual Feature Fusion
ZHOU Yang, CAI Maomao, HUANG Xiaofeng, YIN Haibing
2024, 46(4): 1479-1487. doi: 10.11999/JEIT230181
Abstract:
Due to the foreground occlusion of the reference texture and the difference in angle-of-views, many holes can be found in the synthesized images produced by depth image-based virtual view rendering. Prior disocclusion methods are time-consuming and n...
Regular Backtracking Fast Orthogonal Matching Pursuit Algorithm Based on Dice Coefficient Forward Prediction
CHEN Pingping, CHEN Jiahui, WANG Xuanda, FANG Yi, WANG Feng
2024, 46(4): 1488-1498. doi: 10.11999/JEIT230558
Abstract:
In order to improve the success rate and reconstruction accuracy of the compressed sensing reconstruction algorithm, the Look Ahead and Regular Backtracking Orthogonal Matching Pursuit based on Dice coefficient (DLARBOMP) is proposed. In this algorit...
Circuit and System Design
A Research and Design of Reconfigurable CNN Co-Processor for Edge Computing
LI Wei, CHEN Yi, CHEN Tao, NAN Longmei, DU Yiran
2024, 46(4): 1499-1512. doi: 10.11999/JEIT230509
Abstract:
With the development of Deep Learning, the number of parameters and computation of Convolutional Neural Network (CNN) increases dramatically, which greatly raises the cost of deploying CNN algorithms on edge devices. To reduce the difficulty of the d...
Three-dimensional Electric Field Sensing Chip Via Piezoelectric Actuation in a Single Shielding Electrode
PENG Simin, XIA Shanhong, LIU Xiangming, GAO Yahao, ZHANG Zhouwei, ZHANG Wei, XING Xuebin, LIU Yufei, WU Zhengwei, PENG Chunrong
2024, 46(4): 1513-1520. doi: 10.11999/JEIT230361
Abstract:
A three-dimensional electric field sensing chip equipped with a single shielding electrode and piezoelectric actuation is proposed. This design achieves high-sensitivity detection of the three-dimensional electric fields, simultaneously reducing exci...
Design of Low Offset Temperature Compensation Interface Circuit Based on Magnetic Sensor
FAN Hua, CHANG Weipeng, WANG Ce, LI Guo, LIU Jianming, LI Zonglin, WEI Qi, FENG Quanyuan
2024, 46(4): 1521-1528. doi: 10.11999/JEIT230601
Abstract:
Considering the widespread application of magnetic sensors in the Internet of Things (IoT), a Hall sensor readout interface circuit with low offset voltage and low-temperature drift characteristics based on a 180 nm CMOS process is designed in this w...