Department of Physical Education, Jeonbuk National University, Jeonju 54896, Jeollabuk, Republic of Korea.
School of Marxism, Guangdong Food and Drug Vocational College, Guangzhou 510520, Guangdong, China.
Contrast Media Mol Imaging. 2022 Aug 10;2022:9228838. doi: 10.1155/2022/9228838. eCollection 2022.
Neuromuscular control refers to the reflexes of nerves that affect muscle balance and function. In addition, there are interactions between joint structure, muscle function, and the central nervous system. In the integration with other intelligent control methods and optimization algorithms, such as fuzzy control/expert verification and genetic algorithm, it provides nonparametric object models, optimization parameters, reasoning models, and fault diagnosis. The central nervous system is the main research object of neuromuscular control. Martial arts often cause injuries or affect the progress of martial arts because of some irregular movements. Chinese traditional martial arts is another name for "martial arts" in the late Qing Dynasty in China. It is mainly reflected in the individual's application and attainments in martial arts traditional teaching methods and personal cultivation. Therefore, this paper proposes an analysis of the influence of sports biomechanics on martial arts sports and comprehensive neuromuscular control in the context of artificial intelligence. In this paper, the specific research of Wushu sports is carried out mainly in two aspects: sports biomechanics and neuromuscular control. It uses a variety of algorithms, successively using particle swarm algorithm, neural network structure, fitness function, and so on. This paper compares and analyzes their accuracy and then selects the optimal algorithm. It then conducts experimental research on the martial arts movements of professional martial arts Sanda players. The final experimental conclusion shows that, regarding lower limb selective response time and the middle left lower limb prereaction time (L-PMT) of the elite athlete group and the ordinary athlete group, the average movement value of the elite group of 2.336 is significantly greater than that of the ordinary group of 1.938. This shows that, within a certain range, the larger the knee angle and the smaller the hip angle, the stronger the ability to buffer the impact of the ground, without causing greater damage to the muscles and joints.
神经肌肉控制是指影响肌肉平衡和功能的神经反射。此外,关节结构、肌肉功能和中枢神经系统之间存在相互作用。在与其他智能控制方法和优化算法(如模糊控制/专家验证和遗传算法)的集成中,它提供了非参数对象模型、优化参数、推理模型和故障诊断。中枢神经系统是神经肌肉控制的主要研究对象。武术运动常常由于一些不规范的动作而导致受伤或影响武术运动的进展。中国传统武术是中国晚清时期对“武术”的另一种称呼,主要体现在个人在武术传统教学方法和个人修养方面的应用和造诣。因此,本文提出了在人工智能背景下分析运动生物力学对武术运动和综合神经肌肉控制的影响。本文主要从运动生物力学和神经肌肉控制两个方面对武术运动进行具体研究。它使用了多种算法,依次使用粒子群算法、神经网络结构、适应度函数等。本文对它们的准确性进行了比较和分析,然后选择了最佳算法。然后对专业武术散打运动员的武术动作进行了实验研究。最终的实验结论表明,在精英运动员组和普通运动员组的下肢选择性反应时间和左下肢中间前反应时间(L-PMT)方面,精英组的平均运动值 2.336 明显大于普通组的 1.938。这表明,在一定范围内,膝关节角度越大,髋关节角度越小,缓冲地面冲击的能力越强,对肌肉和关节不会造成更大的损伤。