Badminton Game Research Articles

Development of wall volley digital test in badminton

Abstract: Introduction. Badminton is a sport that is popular with all levels of society, because it is easy to play and does not require a large field, and can even be played indoors or outdoors. Therefore, the game of badminton in Indonesia can develop rapidly. One of the tests in badminton definitely uses the wall volleyball test to determine the skill level of training children or students. As is known, the wall volleyball test is a very good test to see how far a person’s hitting ability in badminton is. The form of solving existing problems is by conducting research and developing wall volleyball tests so that teachers and coaches, especially athletes, no longer have doubts about their badminton skills. Objective. To develop one of the skills test tools in badminton, namely wall volleyball. Method. This research uses the research and development method which is used to produce certain product designs, test the effectiveness and validity of the designs that have been created so that the product is tested and can be used by the public. Results. Questionnaire results from small-scale tests on the development of digital-based wall volleyball tests in PB. Persada Kulon Progo Yogyakarta, showed an assessment percentage of 95.38% and was categorized as “Decent”. With such results, it is very feasible to continue this development to large-scale testing to see how feasible the results are with more people trying it and from different places. Large-scale trials were carried out at the PB club. PWS Godean Sleman and PB. Arjuna Bantul with a total of 35 athletes who met the criteria. Questionnaire results from a large-scale test of the development of a digital-based wall volleyball test in PB. PWS Godean Sleman and PB. Arjuna Bantul showed an assessment percentage of 99.56% and was categorized as “Decent”. With such results, this development is very feasible to continue to the next stage, namely effectiveness. Testing the validity of this digital-based wall volleyball test instrument includes testing material with a score of 11 out of 13 maximum scores and getting a percentage of 84.61% (Decent). Practitioner testing with a score of 11 out of 13 maximum scores and obtained a percentage of 84.61% (Layal). Meanwhile, testing the validity of test equipment experts with a score of 30 out of 32 maximum scores received a percentage of 93.75% (Decent). Based on the results of the data percentage above, what has been developed by the researchers received the title “feasible” and was declared valid. The first trial test between digital and manual tests was not significant because the results obtained were the same. Meanwhile, for the 2 digital and manual experimental tests, t = 4.779 and sig = 0.000 Sig < α (0.000 < 0.05), thus meaning that the 2 digital experimental tests are significantly different from the 2 manual tests. Conclusion. The development of a digital-based wall volleyball test was stated to be significant in achieving better results than the manual one.

Enhancing Badminton Game Analysis: An Approach to Shot Refinement via a Fusion of Shuttlecock Tracking and Hit Detection from Monocular Camera.

Extracting the flight trajectory of the shuttlecock in a single turn in badminton games is important for automated sports analytics. This study proposes a novel method to extract shots in badminton games from a monocular camera. First, TrackNet, a deep neural network designed for tracking small objects, is used to extract the flight trajectory of the shuttlecock. Second, the YOLOv7 model is used to identify whether the player is swinging. As both TrackNet and YOLOv7 may have detection misses and false detections, this study proposes a shot refinement algorithm to obtain the correct hitting moment. By doing so, we can extract shots in rallies and classify the type of shots. Our proposed method achieves an accuracy of 89.7%, a recall rate of 91.3%, and an F1 rate of 90.5% in 69 matches, with 1582 rallies of the Badminton World Federation (BWF) match videos. This is a significant improvement compared to the use of TrackNet alone, which yields 58.8% accuracy, 93.6% recall, and 72.3% F1 score. Furthermore, the accuracy of shot type classification at three different thresholds is 72.1%, 65.4%, and 54.1%. These results are superior to those of TrackNet, demonstrating that our method effectively recognizes different shot types. The experimental results demonstrate the feasibility and validity of the proposed method.

Discrete Dynamic Modeling Analysis of Badminton Games Based on Viterbi Algorithm in College Badminton Physical Education

Discrete Dynamic Modeling Analysis of Badminton Games Based on Viterbi Algorithm in College Badminton Physical Education

Effectiveness of Training Variations in Improving Forehand Smash Ability in Badminton Game

Study purpose. This study aims to investigate the effectiveness of variations of arm muscle strength training and body flexibility in improving the forehand smash hitting ability of badminton players. Materials and methods. The research sample consisted of 14 badminton players who were members of PB Nusantara Malang. The research used a quasi-experimental method with the research design used in the form of a one group pretest-posttest design. The research instrument used a forehand smash test. Results. The average result of forehand smash before treatment was 17.286 ± 6.787, and after treatment the average value was 19.571 ± 6.047. Data analysis using the Paired Sample T Test level of significance level of 0.00. This means that there is a significant difference between posttest and pretest. Conclusion. Based on the results of the research that has been done, it can be concluded that training variations of arm muscle strength training and body flexibility training is an effective combination of exercises to improve the results of forehand smash shots in badminton games. This can be used as the basis for trainers in compiling badminton training programmes in order to get maximum results, especially in forehand smash training.

Correlation study on the game of badminton and techniques on shuttlecock durability

Badminton shuttlecocks are often observed to break after several rallies in elite competitions. These change requests are frequent and considered disruptive to the game. The frequency of shuttlecock changes from 36 official matches from the Olympic Games and Super Series between 1997 and 2020 were observed. An Independent T-test and ANOVA were performed on the means of five relevant game characteristics including: format of play by structure (singles vs doubles) and categories (MS, WS, MD, WD and MD), scoring system (pre-2006 vs post-2006), the frequency of badminton shots (smash, attacking shots and rally) that resulted in shuttlecock changes and total time spent on changing shuttlecocks were analysed. The descriptive and frequency analyses found that singles matches resulted in almost 50% more change requests than doubles matches (18.52 ± 8.76 vs 10.73 ± 5.01) and that MS matches were found to have a disproportionately higher number of shuttlecock changes compared to all other categories of play (11.00 vs 3.57 – 4.80 per match). It was also observed that a considerable portion of game time was spent on changes shuttlecock (9.44% - 24.44%). It is believed that addressing shuttlecock durability will reduce disruption due to frequent shuttlecock changes and improve sustainability of the game.

Pelatihan Keterampilan Teknik Dasar Permainan Bulu Tangkis di Desa Pandan Wangi Kabupaten Lombok Timur

Badminton is a sport that is the pride of the Indonesian nation. Almost every region has the facilities and infrastructure to do this sport. The popularity of badminton has resulted in badminton players being able to compete at the international level. This should be maintained and developed in order to make the nation proud. There are five categories of badminton played, including men's singles, women's singles, men's doubles, women's doubles and mixed doubles. The game of badminton can not only be played on an open court (outdoor), but can also be played on a closed court (indoor). The shape of a badminton court is rectangular and there is a net in the middle that divides the area between two players or pairs. The aim of this activity is to train basic technical skills for playing badminton in Pandan Wangi Village, Jerowaru District, East Lombok Regency. The results achieved in training on basic techniques for playing badminton in Pandan Wangi Village within ± one and a half months include: 1) children know what the basic techniques for playing badminton are; 2) children already understand how to perform the basic technical movements of playing badminton; 3) develop players' abilities in playing badminton; 4) improve children's ability to perform basic badminton techniques; 5) improve brain cognition; 6) strengthen the muscles and joints of the body; 7) prevent a number of diseases; 8) make children interested in sports from previously often playing online games; 9) develop the quality of children in Pandan Wangi Village in playing badminton; and 10) maintaining body health by exercising, especially playing badminton.

How precision, strength and flexibility affect badminton skills

The importance of the research lies in developing flexibility exercises (positive and negative) that help improve the level of physical and skill performance, address some weak points, and develop factors that work to implement skills with a wider range of motion, accuracy, and high strength. This is what makes the game of badminton more developed and successful. Performing (dimensions) strokes And the forward projection) by not using the wrist and the correct movement of the striking arm. This makes the player’s performance ineffective, which requires her to practice flexibility and movement flow to address this weakness. The study aims to prepare exercises using flexibility (positive and negative) and to know the effect of flexibility exercises on some physical characteristics, accuracy and power of strikes (dimensions and forward projection،The researchers experimental method by designing two equal groups and on a sample of (10) female players. As for the field study procedures, flexibility exercises (positive and negative) were carried out over a period of (10) weeks and two units per week. The researchers concluded that Flexibility exercises (positive and negative) developed some physical characteristics and the accuracy and power of strokes, the data was analyzed using the spss version 26 application ., The results showed that (2) concentration has a significant impact on badminton skills ,with asignification mark of Push up test in 15 sec 2,01

The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games

We present the CoachAI Badminton Environment, a reinforcement learning (RL) environment tailored for AI-driven sports analytics. In contrast to traditional environments using rule-based opponents or simplistic physics-based randomness, our environment integrates authentic opponent AIs and realistic randomness derived from real-world matches data to bridge the performance gap encountered in real-game deployments. This novel feature enables RL agents to seamlessly adapt to genuine scenarios. The CoachAI Badminton Environment empowers researchers to validate strategies in intricate real-world settings, offering: i) Realistic opponent simulation for RL training; ii) Visualizations for evaluation; and iii) Performance benchmarks for assessing agent capabilities. By bridging the RL environment with actual badminton games, our environment is able to advance the discovery of winning strategies for players. Our code is available at https://github.com/wywyWang/CoachAI-Projects/tree/main/Strategic%20Environment.

The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract)

The growing demand for precise sports analysis has been explored to improve athlete performance in various sports (e.g., basketball, soccer). However, existing methods for different sports face challenges in validating strategies in environments due to simple rule-based opponents leading to performance gaps when deployed in real-world matches. In this paper, we propose the CoachAI Badminton Environment, a novel reinforcement learning (RL) environment with realistic opponents for badminton, which serves as a compelling example of a turn-based game. It supports researchers in exploring various RL algorithms with the badminton context by integrating state-of-the-art tactical-forecasting models and real badminton game records. The Badminton Benchmarks are proposed with multiple widely adopted RL algorithms to benchmark the performance of simulating matches against real players. To advance novel algorithms and developments in badminton analytics, we make our environment open-source, enabling researchers to simulate more complex badminton sports scenarios based on this foundation. Our code is available at https://github.com/wywyWang/CoachAI-Projects/tree/main/CoachAI%20Badminton%20Environment.

Pengaruh Latihan Drill Terhadap Kemampuan Servis Backhand Bulutangkis Mahasiswa

This research was motivated by the high number of short backhand servis errors made by badminton athletes who took part in activities at the Garut University Student Activity Unit, Physical Education class of 2019. One of the factors identified as the cause of these errors was the athlete's poor foot position when making the shot. . Therefore, improvement is needed through continuous training, one of which is by using drill exercises. The problem formulation for this research is whether there is an effect of drill training on backhand servis ability, with the aim of assessing the impact of drill practice on badminton athletes' backhand servis ability.The concepts and theories used as references include training concepts, training principles, drilling practice concepts, and badminton game concepts. The results of the research show that there is a positive influence of drill training on backhand servis ability. This is proven by an increase in the average value of the backhand serve after participation in drill practice. Statistical analysis produces a calculated t value = -20.716 and t table = -2.160, with -t calculated -t table (-20.716 -2.160). Apart from that, the probability value (P value) 0.05 or 0.000 0.05, so the null hypothesis (Ho) is rejected. This means that there is a significant difference in backhand servis ability before and after drill practice.Recommendations for this research were given to the UNIGA Student Activity Unit (UKM) Manager to improve the management of UKM activities, the Badminton UKM Manager to improve the quality and quantity of training, and to the campus to further improve the guidance of UNIGA UKM as an implementation of the Tri Darma of Higher Education.

Condition Survey Of Badminton Enthusiasts In Sragen Regency In 2023

Physical fitness is one of the important physical components and must be owned by athletes to support in the game of badminton. This study aims to determine Physical Conditions which include Arm Muscle Strength, Flexibility, Leg Muscle Power, and Speed of Sragen Regency Badminton Athletes in 2023. The research method used is the Survey method. The study population numbered 60 people. Sampling using purposive sampling technique. Data collection techniques using Tests and Measurements. Data analysis techniques use descriptive statistical techniques. The results of the study were obtained that: Physical Condition Survey of Badminton Athletes in Sragen Regency in 2023 in the "Less Once" category of 3.33% (1 athlete), "Less" category of 30.00% (9 athletes), "Enough" category of 40.00% (12 athletes), "Good" category of 20.00% (6 athletes), and "Very Good" category of 6.67% (2 athletes) Based on physical condition data, Sragen Regency Badminton Athletes are included in the "sufficient" category.

VIRD: Immersive Match Video Analysis for High-Performance Badminton Coaching.

Badminton is a fast-paced sport that requires a strategic combination of spatial, temporal, and technical tactics. To gain a competitive edge at high-level competitions, badminton professionals frequently analyze match videos to gain insights and develop game strategies. However, the current process for analyzing matches is time-consuming and relies heavily on manual note-taking, due to the lack of automatic data collection and appropriate visualization tools. As a result, there is a gap in effectively analyzing matches and communicating insights among badminton coaches and players. This work proposes an end-to-end immersive match analysis pipeline designed in close collaboration with badminton professionals, including Olympic and national coaches and players. We present VIRD, a VR Bird (i.e., shuttle) immersive analysis tool, that supports interactive badminton game analysis in an immersive environment based on 3D reconstructed game views of the match video. We propose a top-down analytic workflow that allows users to seamlessly move from a high-level match overview to a detailed game view of individual rallies and shots, using situated 3D visualizations and video. We collect 3D spatial and dynamic shot data and player poses with computer vision models and visualize them in VR. Through immersive visualizations, coaches can interactively analyze situated spatial data (player positions, poses, and shot trajectories) with flexible viewpoints while navigating between shots and rallies effectively with embodied interaction. We evaluated the usefulness of VIRD with Olympic and national-level coaches and players in real matches. Results show that immersive analytics supports effective badminton match analysis with reduced context-switching costs and enhances spatial understanding with a high sense of presence.

SURVEY OF PB LAUSER ATHLETES' SMASH ABILITIES IN CENTRAL ACEH

Badminton is one of the most popular in Indonesia and the world. The game of badminton has basic techniques such as serves and smashes. Smash in badminton is a technique that is very necessary to get a point. This research aims to determine the smash ability of Central Aceh PB Lauser athletes. This type of research is quantitative descriptive research. The sample for this research was 5 athletes in the Men's Singles category PB Lauser Central Aceh. The research results from the five athletes had a maximum score of 35, a minimum score of 25, a mean of 29.2, and a standard deviation of 4.33. The good category is 40% and the bad category is 60%, so it can be concluded that the abilities of PB Lauser Aceh athletes are in the medium category. It is a good suggestion for the coach to provide a training program that leads to smash ability in badminton, such as training arm muscle strength.

Penerapan latihan shuttle run dalam meningkatkan kelincahan footwork atlit bulutangkis

This study aims to analyze the effectiveness of shuttle run training in improving footwork agility of badminton athletes PB Mandiri Husada Palopo. Reliability of footwork is very important in this game, but often athletes experience problems coordinating foot movements that affect performance. Shuttle run training was chosen because it mimics the movements in badminton games with fast and repetitive movements. This research method uses a pre-experimental one-group pretest-posttest design. The sample consisted of 15 athletes PB Mandiri Husada Palopo aged 13-16 years. Data was collected through initial and final tests to compare changes in footwork agility after training. Results showed significant improvements in agility categories, with more athletes achieving "Good" and "Very Good," and fewer "Deficient." Achievement time was also reduced from pretest (13.9 seconds) to posttest (11.74 seconds). Statistical analysis showed a P value or Sig. (2-tailed) is smaller than α (0.000 < 0.05), indicating that the alternative hypothesis (H1) is accepted while the null hypothesis (H0) is rejected. This confirms that shuttle run training effectively improves footwork agility in badminton athletes.

The Effect of Shuttle Run and Shadow Training on Students' Agility in Badminton Games Extracurricular

The aim of this research is to find out whether there is an effect of Shuttle run and Shadow training on agility in extracurricular students at SMA Negeri 1 Kodeoha in badminton. This research uses an experimental method with a "Pre-test and Post-test Group Design" design. The instrument in this research is agility. The sampling technique uses purposive sampling, with the following criteria: (1) Sampling must be based on certain characteristics, properties or characteristics, which are the main characteristics of the population; (2) The subjects taken as samples are truly the subjects that contain the most characteristics found in the population. The research subjects used were extracurricular students at SMA Negeri 1 Kodeoha, totaling 30 students. Based on the research results: (1) there is a significant influence of Shuttle run training on the agility of extracurricular students at SMA Negeri 1 Kodeoha, with t count 3.427 > t table 2.145 and a significant value of 0.004 < 0.05. (2) There is a significant influence of Shadowback training on the agility of extracurricular students at SMA Negeri 1 Kodeoha, with t count 2.578> t table 2.145 and a significant value of 0.022 < 0.05. (3) Shuttle run training is more effective than Shadow training on the badminton game agility of extracurricular students at SMAN 1 Kodeoha, with a post test difference of 7.38 seconds.

Development of Learning Applications e Mole B in Badminton Games

The absence of technology based learning media in badminton activities has motivated researchers to develop new technology based learning media, so that they are easy to use and practice anywhere. The purpose of this study was to develop an electronic based badminton learning application called e Mole B. The method used in this research is research and development or R&D. Product trials were carried out at SMPN 4 Ciawigebang. With a small sample size of 10 extracurricular student respondents and a large scale test of 35 grade 7 student respondents at SMPN 4 Ciawigebang. The results of this research are based on a small scale test of 85% in the feasible category and a large scale test of 87.50% in the feasible category

Edukasi Penanganan Cedera Akut Pada Komunitas Bulutangkis Di Gor Bello, Laweyan : Metode RICE

Badminton is included in the category of non-contact sports which can be played individually or in groups, where the game of badminton requires many combinations of movements such as stepping, jumping, lunges, and quite a bit of acceleration and arm movement. Usually a badminton match from the start of the game to the end takes around 30-90 minutes or more, this shows that badminton is a sport that requires good body condition. Musculoskeletal complaints are a disease caused by repetitive work or unergonomic working methods. Musculoskeletal disorders (MSDs) usually appear as pain in the nerves, muscles or tendons. In Indonesia alone, the prevalence of Musculoskeletal Disorders (MSDs) is 11.9% based on diagnosis by health workers, whereas if seen based on symptoms the prevalence is 24.7%. The aim of this activity is to gain insight into the first treatment for sports injuries in badminton players in Gor Bello, Laweyan. This activity carried out counseling using the lecture method using poster media and evaluation of knowledge of injury management was carried out using a questionnaire both before and after providing the counseling. The conclusion of this community activity is that education regarding handling injuries to badminton players has had a positive impact in increasing knowledge among badminton players at Gor Bello Laweyan regarding handling badminton sports injuries using the RICE method.

Peningkatan Hasil Belajar Kaki Bulutangkis Melalui Metode Latihan Pada Siswa Kelas VIII SMPN 1 Kabupaten Buru

Increasing step learning outcomes to the Game of Badminton for Class VIII SMP Negeri 1 Kabupaten Buru. The Thesis of Physical Education Health and Recreation Program, in Faculty of Teacher Training and Education, Pattimura University. This research aims to improve the learning outcomes of back and forth movements in the game of badminton for class VIII SMP Negeri 1 Kabupaten Buru. This research uses a type of classroom action research where the data collection. The results explain that when the training method to learning the steps to change the badminton game, there is an increase in student learning outcomes. Suggestions for PJOK teachers that they can use the practice method, especially regarding the material on changing steps in the game of badminton at SMP Negeri 1 Kabupaten Buru.

The values of leadership in badminton game

The values in sport settings have long been discussed in the literature, including the ones in the context of badminton. Despite there have been many leadership values in the literature, there is no explicit leadership value coming from research in badminton. Therefore, the purpose of the current study was to investigate the values of leadership being learned from the badminton game and develop value products through Research and Development. The research method used was a mixed method. Participants of the study included 7 former badminton players having leadership positions and 122 students in physical education teacher education program. Data were collected through in-depth interviews and survey. The results of these interviews were then interpreted, reduced, and given codes so that the values of leadership in badminton were obtained converging. The results of the research on leadership values in badminton games included (1) knowing the boundaries of territory (2) realizing the limits of authority (3) working together (4) obeying rules (5) keeping secrets (6) depth of knowledge (7) elegant decisions (8) obeying superiors (9) act with heart. The value products have been implemented and measured their effectiveness. It concludes that badminton provides opportunities to learn and develop leadership competencies. The value products are effective as a model for teaching leadership through badminton.

Effect of Massed Practice and Distributed Practice Methods on the Accuracy of Backhand Short Service and Forehand Short Service in Badminton Games for the Students of Victory Badminton School Yogyakarta

This research aims to determine: (1) the effect of the massed practice and distributed practice methods on the accuracy of backhand short service in the badminton game of the students of Victory Badminton School Yogyakarta, (2) the effect of the massed practice and distributed practice methods on the accuracy of forehand short service in the badminton game of the students of Victory Badminton School Yogyakarta, (3) which method has a more significant effect whether the massed practice and distributed practice training methods on the accuracy of backhand short service in the badminton game of the students of Victory Badminton School Yogyakarta, (4) which method has a more significant effect whether the massed practice and distributed practice training methods on the accuracy of forehand short service in the badminton game of the students of Victory Badminton School. The research method was an experimental method with a one group design, pretest-posttest design. The research population was 33 students of Victory Badminton School in Yogyakarta. The sampling technique used the purposive sampling. While the number of research samples were 20 adolescent students aged 13-15 years old. Collecting the data was conducted with the short service tests in badminton games. The data analysis with 2x2 analysis of variance. Based on the results of processing and analysis, the following conclusions can be drawn: (1) the method, massed practice and distributed practice have a significant effect on the accuracy of the backhand short service in the badminton game of the students of Victory Badminton School Yogyakarta, with a calculation of t count at 3.36 and t table at 2.10. (2) the massed practice and distributed practice training methods have a significant effect on the accuracy of the backhand short service in the badminton game of the students of Victory Badminton School Yogyakarta with a t count at 2.84 and t table at 2.10. (3) The massed practice training method has a more significant effect than the distributed practice training method on the accuracy of backhand short service in the badminton game of the students of Victory Badminton School Yogyakarta, with the calculation results (15.84 > 12.60). (4) The massed practice training method has a more significant effect than the distributed practice training method on the accuracy of forehand short service in the badminton game of the students of Victory Badminton School Yogyakarta, with the calculation results (12.84 > 12.60).