A New Discrete Grid-Based Bacterial Foraging Optimizer to Solve Complex Influence Maximization of Social Networks by Yichuan Zhang, Yibo Yong, Shujun Yang, Tian Zhang

“…In this algorithm, a novel grid-based reproduction strategy and a direction-adjustment-based chemotaxis strategy are devised to enhance the algorithm’s searchability. …”
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Basketball teaching methods based on 3D-Convolutional neural network by Chao Huang, Xian Wu

“…To address the shortcomings of current basketball teaching methods, which rely heavily on human experience, have low teaching efficiency, and make personalized feedback difficult to achieve, the intelligent recognition of technical actions has become an important development direction in teaching informatics. …”
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Angle Estimation Based on Wave Path Difference Rate of Change Ambiguity Function by Jianye Xu, Maozhong Fu, Zhenmiao Deng

“…Furthermore, the sign of the WPD-ROC AF is shown to be correlated with the target’s motion direction, providing practical utility for determining the direction of movement in remote sensing scenarios.…”
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DOA Estimation Method of Weak Signal under the Compound Background of Strong Interference and Colored Noise by Bin Lin, Guoping Hu, Hao Zhou, Guimei Zheng, Yuwei Song

“…The traditional algorithm performing direction of arrival (DOA) estimation under the background of strong interference and colored noise has the problems of low estimation accuracy and small measurement targets. …”
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Person re-identification using mid-level features with vertical global appearance constraint by Yadong WANG, Rong ZHANG, Huihui JIANG, Lijun GUO

“…Mid-level features with the semantic information can provide stronger discrimination in the person re-identification than low-level features.But like the low-level features,the mid-level features also use local feature matching methods and easily leads mismatch problem when different pedestrians have similar appearance features in some local areas.Considering the same pedestrians are more similar than different pedestrians in the vertical direction since pedestrians are almost always in a standing position,global vertical appearance constraints was introduced.Furtherly,a method for person re-identification was proposed which fuses the low-level densely patch-matching and the mid-level features with the global vertical appearance constraints.Experimental results show that the proposed algorithm can achieve a higher hit rate than the existing methods on the most challenging public VIPeR database and CUHK01 database.…”
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Research on Visual SLAM Navigation Techniques for Dynamic Environments by Tongjun Wang, Peijun Zhao

“…Aiming at the inconsistency between the direction of dynamic objects and static background optical flow, this method adopts a high-real-time dynamic region mask detection algorithm to eliminate the feature points in the dynamic region mask, remove the camera motion optical flow according to the original feature information, and then cluster the optical flow amplitude of dynamic objects so as to realize the dynamic region mask detection and eliminate the dynamic signpost points combined with the polar geometric constraints. …”
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Research on the cooperative offloading strategy of sensory data based on delay and energy constraints by Peiyan YUAN, Saike SHAO, Ran WEI, Junna ZHANG, Xiaoyan ZHAO

“…The edge offloading of the internet of things (IoT) sensing data was investigated.Multiple edge servers cooperatively offload all or part of the sensing data initially sent to the cloud center, which protects data privacy and improves user experience.In the process of cooperative offloading, the transmission of the sensing data and the information exchange among edge servers will consume system resources, resulting in the cost of cooperation.How to maximize the offloading ratio of the sensing data while maintaining a low collaboration cost is a challenging problem.A joint optimization problem of sensing data offload ratio and cooperative scale satisfying the constraints of network delay and system energy consumption was formulated.Subsequently, a distributed alternating direction method of multipliers (ADMM) via constraint projection and variable splitting was proposed to solve the problem.Finally, simulation experiments were carried out on MATLAB.Numerical results show that the proposed method improved the network delay and energy consumption compared to the fairness cooperation algorithm (FCA), the distributed optimization algorithm (DOA), and multi-subtasks-to-multi-servers offloading scheme (MTMS) algorithm.…”
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Enhanced 2D-DOA Estimation for Large Spacing Three-Parallel Uniform Linear Arrays by Dong Zhang, Yongshun Zhang, Cunqian Feng

“…An enhanced two-dimensional direction of arrival (2D-DOA) estimation algorithm for large spacing three-parallel uniform linear arrays (ULAs) is proposed in this paper. …”
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Iterative Image Interpolation vs. Traditional Interpolation Methods by Samia Lazar

“…In this paper, image is interpolated from a lower resolution (LR) to a higher resolution (HR) based on the combination of two different procedures. First, an adaptive algorithm interpolating locally image pixel values along the direction is applied, where second order image derivative is low. …”
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6DOF Wireless Tracking Wand Using MARG and Vision Sensor Fusion by Harinadha Reddy Chintalapalli, Shashidhar Patil, Sanghun Nam, Sungsoo Park, Young Ho Chai

“…The first stage fusion algorithm, a complementary filter, utilizes MARG sensors to compute 3D orientation relative to the direction of gravity and earth's magnetic field in a quaternion format, which was adjusted with compensations for magnetic distortion. …”
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Two-Dimensional DOA Estimation Using Arbitrary Arrays for Massive MIMO Systems by Alban Doumtsop Lonkeng, Jie Zhuang

“…In this paper, the performance of DOA estimation for massive MIMO systems is analyzed and compared using a low-complexity algorithm. To be exact, the 2D Fourier domain line search (FDLS) MUSIC algorithm is studied to mutually estimate elevation and azimuth angle, and arbitrary array geometry is utilized to represent massive MIMO systems. …”
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Beamforming interferometry bathymetry method based on multi-coprime sensor array by Tian Zhou, Jiajun Shen, Jianjun Zhu, Wanyuan Zhang, Dongdong Peng

“…In this article, a multi-coprime array is proposed to address the problem, utilizing about half number of array elements and reducing hardware complexity compared with uniform linear array. Then, a low-complexity beamforming interferometry algorithm via multi-coprime array is proposed to reduce computational complexity. …”
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Off-grid hydroacoustic signal orientation estimation based on interpolation and subspace fitting in coprime arrays. by Chuanxi Xing, Guangzhi Tan, Qiang Meng, Yanling Ran, Mao Lu

“…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…”
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Benchmarking RCGAu on the Noiseless BBOB Testbed by Babatunde A. Sawyerr, Aderemi O. Adewumi, M. Montaz Ali

“…RCGAu is a hybrid real-coded genetic algorithm with “uniform random direction” search mechanism. …”
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PSF Estimation via Gradient Cepstrum Analysis for Image Deblurring in Hybrid Sensor Network by Mingzhu Shi, Shuaiqi Liu

“…We also adopt an alternating direction method (ADM) numerical algorithm with rapid convergence and high robustness to optimize the energy function. …”
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AEMF: An Attention-Based Efficient and Multifeature Fast Text Detector by Wanqi Ma, Chaoyu Yang, Jie Yang, Jian Wu

“…Based on the original algorithm that can only detect text in any direction, it is possible to detect different shapes with a better accuracy. …”
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Big data analysis and application technology innovation platform by Pingwen ZHANG, Weinan E, Xiaoru YUAN, Yiming FU

“…In view of bottlenecks faced by big data analysis and application in China,such as weak big data mining and analysis ability,low big data algorithm application and comprehensive ability,the overall technical framework of big data analysis and application technology innovation platform was systematically introduced.The shortcomings and solutions of the five major common technologies in China's big data analysis and application were analyzed in detail.The design ideas and application directions of the four supporting platforms in the innovation platform were introduced.Finally,the future development direction and key work of the National Engineering Laboratory for Big Data Analysis and Application were introduced.…”
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Towards carbon emission modeling and optimization for time-sensitive IIoT by LI Yingyu, DAI Yipeng, GE Xiaohu, SHI Guangming, XIAO Yong, LIU Yan, YU Liang, XU Han

“…Based on this, considering low-latency constraints, a task offloading optimization algorithm based on the alternative direction method of multipliers (ADMM) was designed to minimize the overall carbon emissions of the considered IIoT system. …”
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Optimization of thermoelectric temperature control systems by A. I. Semilyak, T. E. Sarkarov, D. V. Evdulov, K. K. Nazarov

“…The resulting control algorithm provides an increase in the heating current on the Peltier until the temperature rises to a predetermined high temperature value, and then by changing the direction of the current, a cooling current is created on the Peltier element until the temperature of the copper plate drops to a predetermined low temperature. …”
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Constrained Widely Linear Beamforming Antijammer Technique for Satellite-Borne Distributed Sensor Data Acquisition System by Yongyong Wang, Guang Liang, Lulu Zhao, Jinpei Yu, Lianxing He

“…Results of numerical simulations demonstrate that the proposed WL CCM beamformer has superior performance over WL CMV beamformer and conventional beamformers in convergence rate, robustness against direction of arrival (DOA) mismatch, and the noncircularity coefficient estimation error, while the former two have comparable low complexities without numerical instability.…”
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