Robotic Arm Control System Based on AI Wearable Acceleration Sensor

Chen, Liang; Zhao, Wei; Yu, T.

doi:10.1155/2021/5544375

Cited by 8 publications

(5 citation statements)

References 24 publications

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“…(2) Median Filtering Method. The basic norm of center filtering is to spread out a sliding window, which contains various pixels, and take the center worth of this enormous number of pixels and use it as the new worth of the center characteristic of the window [22,23]. The particular cycle is to initially decide a square (round, precious stone, straight, and so forth) region with a specific pixel as the middle.…”

Section: Advanced Separating Technique To Manage Infrequent Enormous ...mentioning

confidence: 99%

Application Research and Analysis of Intelligent Sensors in Tennis Serving Technical Correction Equipment

Wang

2022

Wireless Communications and Mobile Computing

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The traditional tennis serving teaching correction method has been deeply rooted, and in the current teaching, the teaching method based on experience has been used for a long time, relying on the subjective consciousness of the coach to guide and supervise the technical movements of the athletes. It is said that to master the essentials of technical movements proficiently, it is necessary to carry out long-term and repetitive exercises according to the coach’s guidance. This situation seriously restricts the improvement of the level of teaching and training. To solve the above problems, the combined application of smart sensors and microsystem technology is used to Sensing identify and intelligently correct the player serve technology. This article in the presentation part initially sums up the movement catch innovation and tennis serve innovation and development; then, at that point, in the strategy part presents the objective following calculation and normal denoising handling calculation; and then, at that point, in the trial part presents the person choice, exploratory program, plan astute sensor handling framework, and trial examination. This article mainly introduces the application, research, and analysis of smart sensors in tennis server technology correction equipment, to reduce the burden on players and coaches. This article proposes target following calculations, normal denoising handling calculations, and so on, which are utilized to lead research investigating the use of savvy sensors in tennis server innovation adjustment hardware. The trial aftereffects of this paper show that the normal acknowledgment exactness of the savvy sensor is 91.14%, and the acknowledgment precision is high, which can be better applied to the tennis serve innovation revision hardware.

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Section: Advanced Separating Technique To Manage Infrequent Enormous ...mentioning

confidence: 99%

Application Research and Analysis of Intelligent Sensors in Tennis Serving Technical Correction Equipment

Wang

2022

Wireless Communications and Mobile Computing

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“…This function is mainly composed of data communication components and data display software. The data display software is mainly provided on two platforms, the mobile terminal and the Web management terminal [ 13 ]. Among them, the real-time monitoring of sports data is mainly on the mobile terminal platform.…”

Section: Resultsmentioning

confidence: 99%

Design of a Resident Physical Fitness Data Monitoring System Based on the Sensor and Fuzzy Algorithm

Jun

Mingxiao

2022

Computational Intelligence and Neuroscience

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This article first introduces the working principle and research progress of motion sensors and analyzes the advantages and disadvantages of motion tracking sensors to provide a reference for in-depth research on motion sensing technology. By combining the fuzzy judgment method to identify the kinematic parameters, this paper establishes the statistical identification of features to predict the kinematic parameters and uses the fuzzy identification method to model the human behavioral characteristics. At the same time, the article designs a set of real-time data monitoring system for athletes’ real-time monitoring behavior under actual sports conditions, which is used to obtain residents’ sports data. Then, based on such requirements, the overall system architecture was designed to integrate the data acquisition module, data storage and processing module, and real-time data presentation module. The motion monitor can initiate a real-time monitoring request for a specific system group, the server can monitor individual groups to add real-time individual motion status, and the system will issue an alert if the system monitors a potentially dangerous situation.

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“…Recognition System Oriented to Human Motion Monitoring and Sensing The data acquisition module is used to collect information related to the human body state in real time and provides three-axis acceleration and three-axis angular velocity data for the sports dance action recognition system [27]. It is the data basis of the sports dance action recognition system, so the performance of the entire wearable human body motion state perception system is observed.…”

Section: Experiments Of Sports Dance Actionmentioning

confidence: 99%

Sports Dance Action Recognition System Oriented to Human Motion Monitoring and Sensing

Yao

2021

Wireless Communications and Mobile Computing

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Because of its high research value, action recognition has become a very popular research direction in recent years. However, the research on the combination of motion recognition technology and dance movements is still in its infancy. At the same time, due to the high complexity of dance movements and the problems of human body self-occlusion when performing dances, research on dance video action recognition has been caused. Progress is relatively slow. This article mainly introduces the research of sports dance action recognition system oriented to human motion monitoring and sensing, fully considers the abovementioned problems, and makes in-depth research and analysis on the current excellent action recognition research content in this field. This paper proposes a research method of sports dance movement recognition for human movement monitoring and sensing, including sports dance movement classification algorithm and sports dance movement preprocessing algorithm, which is used to conduct research experiments on sports dance movement recognition for human movement monitoring and sensing. The experimental results of this article show that the average recognition accuracy of the sports dance action recognition system for human motion monitoring and sensing is 92%, which can be used in daily sports dance training and competition.

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Robotic Arm Control System Based on AI Wearable Acceleration Sensor

Cited by 8 publications

References 24 publications

Application Research and Analysis of Intelligent Sensors in Tennis Serving Technical Correction Equipment

Application Research and Analysis of Intelligent Sensors in Tennis Serving Technical Correction Equipment

Design of a Resident Physical Fitness Data Monitoring System Based on the Sensor and Fuzzy Algorithm

Sports Dance Action Recognition System Oriented to Human Motion Monitoring and Sensing

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