journal article·2025-08-22Open access

Pressure sensing intelligent martial arts short soldier combat protection system based on conjugated polymer nanocomposite materials

Jinqiu Song, Jun Gao

Nanotechnology Reviews· Volume 14· Issue 1

Abstract

Abstract Martial arts have several advantages in self-defence and enhancing mental well-being and physical fitness. Due to the high rate of collisions and resulting injuries in traditional martial arts training, it is important to develop effective buffer protectors to guarantee the well-being of martial arts trainers and minimize the likelihood of or severity of injury to their trainees. Hence, this article suggests the conjugated polymer nanocomposite material-assisted smart combat protection clothing for improving the physical fitness of soldiers using pressure sensors for injury-free combat sports. The data are taken from the biosensor Kaggle dataset using smartphone data. Wearable pressure sensors have a high potential for applications in soldiers’ rehabilitation, touch interfaces, and electronic skin. Research techniques for assessing the durability of textiles and composites for protection in smart clothing are discussed in the context of illustrative cases. Carbon nanotubes, graphene-based composite nanomaterials, and other fibres are potential options for constructing externally protective layers of interactive clothing. It is suggested to embed intelligent sensors inside the clothing’s inner to assess impact forces and types on the fabric at different spots in the structure and to report the influence force near breaking forces with a colour or sound indication.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Polydiacetylene-based materials and applications · Advanced Computing and Algorithms

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Sports Science, Harbin Normal University , Harbin , 150025, Heilongjiang , China

References (39)

Show source-provided references
1. Wei S, Zou L, Hu X, Li Q. Carbon nanomaterials in the treatment of infectious bone defects and wound scars after Wushu fractures. J Chem. 2020;2020:1–9.10.1155/2020/2094273 ↗
2. Mańka-Malara K, Szerszeń M, Górski B, Tanabe G, Ueno T, Mierzwińska-Nastalska E. Disinfection and isotonic drinks’ influence on hardness and color stability of ethylene-vinyl-acetate copolymer mouthguards used in martial arts: An in vitro study. Polymers. 2023;15(8):1822.10.3390/polym15081822 ↗
3. Mańka-Malara K, Trzaskowski M, Mierzwińska-Nastalska E. Dimensions of hybrid and nanohybrid mouthguards for mixed martial arts fighters–Evaluation of a new method of fabrication. Polymers. 2022;14(24):5369.10.3390/polym14245369 ↗
4. Miao M, Lou Y, Xin C. Research on application of new nanomaterials in repairing ligament injury of Wushu athletes. Int J Nanotechnol. 2022;19(6–11):674–83.10.1504/IJNT.2022.128973 ↗
5. Ma Y, Ouyang J, Raza T, Li P, Jian A, Li Z, et al. Flexible all-textile dual tactile-tension sensors for monitoring athletic motion during taekwondo. Nano Energy. 2021;85:105941.10.1016/j.nanoen.2021.105941 ↗
6. Prunet G, Pawula F, Fleury G, Cloutet E, Robinson AJ, Hadziioannou G, et al. A review on conductive polymers and their hybrids for flexible and wearable thermoelectric applications. Mater Today Phys. 2021;18:100402.10.1016/j.mtphys.2021.100402 ↗
7. Lai QT, Sun QJ, Tang Z, Tang XG, Zhao XH. Conjugated polymer-based nanocomposites for pressure sensors. Molecules. 2023;28(4):1627.10.3390/molecules28041627 ↗
8. Gualandi I, Tessarolo M, Mariani F, Possanzini L, Scavetta E, Fraboni B. Textile chemical sensors based on conductive polymers for the analysis of sweat. Polymers. 2021;13(6):894.10.3390/polym13060894 ↗
9. Jangra V, Maity S, Vishnoi P. A review on the development of conjugated polymer-based textile thermoelectric generator. J Ind Text. 2022;51(1_suppl):181S–214S.10.1177/1528083721996732 ↗
10. Liu Y, Feig VR, Bao Z. Conjugated polymer for implantable electronics toward clinical application. Adv Healthc Mater. 2021;10(17):2001916.10.1002/adhm.202001916 ↗
11. Lee DY, Liu H, Won TK, Ahn DJ. Alert patches embedding conjugated polymeric lamellar and metal nanoparticles generating optoelectronic responses against thermal stresses. Macromol Res. 2022;30(12):930–6.10.1007/s13233-022-0096-7 ↗
12. Bulathsinghala RL, Ding W, Dharmasena RDIG. Triboelectric nano-generators for wearable sensing applications: A system-level analysis. Nano Energy. 2023;116:108792.10.1016/j.nanoen.2023.108792 ↗
13. He Y, Kukhta NA, Marks A, Luscombe CK. The effect of side chain engineering on conjugated polymers in organic electrochemical transistors for bioelectronic applications. J Mater Chem C. 2022;10(7):2314–32.10.1039/D1TC05229B ↗
14. Islam GN, Ali A, Collie S. Textile sensors for wearable applications: A comprehensive review. Cellulose. 2020;27:6103–31.10.1007/s10570-020-03215-5 ↗
15. Li H, Gao G, Xu Z, Tang D, Chen T. Recent progress in bionic skin based on conductive polymer gels. Macromol Rapid Commun. 2021;42(22):2100480.10.1002/marc.202100480 ↗
16. Zheng F, Tan SE, Yanamoto Y, Shida N, Nishiyama H, Inagi S, et al. Preparation of a germole-containing π-conjugated polymer by the Te–Li exchange reaction of a tellurophene-containing polymer. NPG Asia Mater. 2020;12(1):41.10.1038/s41427-020-0224-9 ↗
17. Zhang Q, Jiang D, Xu C, Ge Y, Liu X, Wei Q, et al. Wearable electrochemical biosensor based on molecularly imprinted Ag nanowires for noninvasive monitoring lactate in human sweat. Sens Actuators B Chem. 2020;320:128325.10.1016/j.snb.2020.128325 ↗
18. Ren J. Compatibility of carbon composite biomaterials for repairing bone tissue injury in Wushu training. J Chem. 2020;2020:1–7.10.1155/2020/1247989 ↗
19. Zahid M, Rathore HA, Tayyab H, Rehan ZA, Rashid IA, Lodhi M, et al. Recent developments in textile-based polymeric smart sensor for human health monitoring: A review. Arab J Chem. 2022;15(1):103480.10.1016/j.arabjc.2021.103480 ↗
20. Babu VJ, Anusha M, Sireesha M, Sundarrajan S, Abdul Haroon Rashid SSA, Kumar AS, et al. Intelligent nanomaterials for wearable and stretchable strain sensor applications: The science behind diverse mechanisms, fabrication methods, and real-time healthcare. Polymers. 2022;14(11):2219.10.3390/polym14112219 ↗
21. Bai Z, Xu Z. Fabric sensor modified by Bi2Te3 nanomaterials in the field of sports rehabilitation. Ferroelectrics. 2021;581(1):266–80.10.1080/00150193.2021.1903274 ↗
22. Khalid MAU, Chang SH. Flexible strain sensors for wearable applications fabricated using novel functional nanocomposites: A review. Compos Struct. 2022;284:115214.10.1016/j.compstruct.2022.115214 ↗
23. Zheng Y, Ren X, Li L. Application of conjugated polymer nanocomposite materials as biosensors in rehabilitation of ankle joint injuries in martial arts sports. SLAS Technol. 2024;29(6):100213.10.1016/j.slast.2024.100213 ↗
24. Liu R, Xu K, Zhang Y. Nanomaterial-based wearable pressure sensors: A minireview. Instrum Sci Technol. 2020;48(4):459–79.10.1080/10739149.2020.1737935 ↗
25. Raza T, Tufail MK, Ali A, Boakye A, Qi X, Ma Y, et al. Wearable and flexible multifunctional sensor based on laser-induced graphene for the sports monitoring system. ACS Appl Mater Interfaces. 2022;14(48):54170–81.10.1021/acsami.2c14847 ↗
26. Zhu Y, Sun F, Jia C, Zhao T, Mao Y. A stretchable and self-healing hybrid nano-generator for human motion monitoring. Nanomaterials. 2021;12(1):104.10.3390/nano12010104 ↗
27. Barman J, Tirkey A, Batra S, Paul AA, Panda K, Deka R, et al. The role of nanotechnology-based wearable electronic textiles in biomedical and healthcare applications. Mater Today Commun. 2022;32:104055.10.1016/j.mtcomm.2022.104055 ↗
28. Singh AP, Saxena R, Saxena S, Maurya NK. The future of protection: Unleashing the power of nanotech against corrosion. Asian J Curr Res. 2024;9(3):23–44.10.56557/ajocr/2024/v9i38727 ↗
29. Shirhatti V, Nuthalapati S, Kedambaimoole V, Kumar S, Nayak MM, Rajanna K. Multifunctional graphene sensor ensemble as a smart biomonitoring fashion accessory. arXiv. 2021;arXiv:2104.01615.10.1021/acssensors.1c01393 ↗
30. Grandhi SH. Enhancing children’s health monitoring: Adaptive wavelet transform in wearable sensor IoT integration. Curr Sci Humanit. 2022;10(4):15–27.
31. Grandhi SH, Gudivaka BR, Gudivaka RL, Gudivaka RK, Basani DKR, Kamruzzaman MM. Detection and diagnosis of ECG signal wearable system for sportsperson using improved monkey-based search support vector machine. Int J High Speed Electron Syst. 2025;2540149.10.1142/S0129156425401494 ↗
32. Poongodi J, Kavitha K, Sathish S, Lakshmana Kumar R. Hybrid AI‐driven bio‐inspired wearable sensors with Aquasense AI technology for multimodal health monitoring and rehabilitation in dynamic environments. Trans Emerg Telecommun Technol. 2025;36(3):e70081.10.1002/ett.70081 ↗
33. https://www.kaggle.com/datasets/malekzadeh/motionsense-dataset.
34. Piepiora PA, Gwardyński R. The validity of utilizing karate in youth safety education. Front Sports Active Living. 2024;6:1400920.10.3389/fspor.2024.1400920 ↗
35. Vijayalakshmi D, Nath MK. A systematic approach for enhancement of homogeneous background images using structural information. Graph Models. 2023;130:101206.10.1016/j.gmod.2023.101206 ↗
36. Vijayalakshmi D, Nath MK. A strategic approach towards contrast enhancement by two-dimensional histogram equalization based on total variational decomposition. Multimedia Tools Appl. 2023;82(13):19247–74.10.1007/s11042-022-13932-7 ↗
37. Vijayalakshmi D, Elangovan P, Nath MK. Methodology for improving deep learning-based classification for CT scan COVID-19 images. Biomed Eng: Appl Basis Commun. 2024;36(3):2450008.10.4015/S101623722450008X ↗
38. Gholipour S, Bahari A, Sohbatzadeh F. Deposition of a conductive nanocomposite layer on cotton fibers by injecting nanomaterial colloid into an atmospheric pressure plasma jet. Mater Today Commun. 2022;32:104114.10.1016/j.mtcomm.2022.104114 ↗
39. Malik S, Muhammad K, Waheed Y. Nanotechnology: a revolution in modern industry. Molecules. 2023;28(2):661.10.3390/molecules28020661 ↗