纺织学报 ›› 2023, Vol. 44 ›› Issue (06): 225-231.doi: 10.13475/j.fzxb.20220304802

• 综合述评 • 上一篇    下一篇

基于事件相关电位技术的织物舒适度研究进展

苑洁1,2, 翟淑娜2, 娄琳1,2,3(), 王其才4, 雷雨田5   

  1. 1.浙江理工大学 丝绸文化传承与产品设计数字化技术文化和旅游部重点实验室, 浙江 杭州 310018
    2.浙江理工大学 服装学院, 浙江 杭州 310018
    3.浙江理工大学 先进纺织材料与制备技术教育部重点实验室, 浙江 杭州 310018
    4.浙江理工大学 纺织科学与工程学院(国际丝绸学院), 浙江 杭州 310018
    5.泉州师范学院 教育科学学院, 福建 泉州 362000
  • 收稿日期:2022-03-14 修回日期:2023-02-09 出版日期:2023-06-15 发布日期:2023-07-20
  • 通讯作者: 娄琳
  • 作者简介:苑洁(1993—),女,讲师,博士。主要研究方向为纺织品触觉舒适度脑感知表征研究。
  • 基金资助:
    国家自然科学基金项目(52003245);浙江省自然科学基金项目(LQ18E030007);浙江省教育厅一般科研项目(Y202148026);浙江理工大学科研启动基金项目(11313132612042);浙江理工大学科研启动基金项目(17072156-Y);福建省中青年科学家教育科研基金项目(JAS180331)

Research progress in fabric comfort based on event-related potential technique

YUAN Jie1,2, ZHAI Shu'na2, LOU Lin1,2,3(), WANG Qicai4, LEI Yutian5   

  1. 1. Key Laboratory of Silk Culture Inheriting and Products Design Digital Technology, Ministry of Culture and Tourism, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
    2. School of Fashion Design & Engineering, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
    3. Key Laboratory of Advanced Textile Materials and Manufacturing Technology, Ministry of Education, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
    4. College of Textile Science and Engineering (International Institute of Silk), Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
    5. College of Education Science, Quanzhou Normal University, Quanzhou, Fujian 362000, China
  • Received:2022-03-14 Revised:2023-02-09 Published:2023-06-15 Online:2023-07-20
  • Contact: LOU Lin

RichHTML

6

PDF (PC)

98

摘要：

为实现瞬态捕捉织物刺激下的大脑反应,明确织物舒适度大脑感知机制,从织物舒适度感知过程以及事件相关电位技术的表征原理2个方面阐述事件相关电位技术在织物舒适度表征上的技术优势,并对国内外相关研究进展进行了综述,总结了与织物舒适度相关的诱发电位成分,得到与织物触觉感知存在相关的诱发电位主要为中期和晚期正成分以及刺激450 ms处出现的负电位成分。晚期正成分主要与织物表面粗糙度和接触压力刺激感知相关;中期正成分与刺痒感、接触冷暖感和黏体感相关;刺激450 ms处出现的负电位成分与大脑感知的抗干扰能力相关。与织物视觉舒适度感知相关的诱发电位主要为正电位成分、早期和中期负成分。强烈的织物视觉刺激会引起早期正成分、中期正成分和早期负成分振幅增大,但颜色组合数目增多会导致中期正成分和中期负成分的潜伏期延长,识别速度变慢。晚期正成分才是视觉舒适感知的最终决策成分。

关键词: 事件相关电位, 织物舒适度, 大脑感知, 触觉舒适度, 视觉舒适度

Abstract:

Significance A large number of experimental studies had been conducted on the relationship between the changes of various physiological indicators of the human body and the perception of human comfort under the tactile, visual and other perceptual stimulation of fabrics. Comfort evaluation based on physiological representations had made great progress and development. However, many methods still have defects in exploring the immediacy of fabric comfort characterization. With the continuous development of biological electroencephal technology, the relatively mature event-related potentials (ERPs) technique has shown the advantage of ultra-high time resolution in the brain perception study of fabric comfort. It was of great scientific significance to improve the temporal resolution of the detection technology to realize the instantaneous capture of dynamic information of brain sensory nerve and explore the in-situ sensing mechanism of fabric comfort.
Progress From the perspective of the perceived process of fabric comfort, the perceived process of fabric comfort could be summarized as the process of physical, physiological and psychological interaction of the system of human body-fabric-environment. Although physical, physiological and psychological methods could all reflect the changes in the comfort level of the human body when it was stimulated by the fabric, it could be seen from the perceptual process that the formation of the comfort level originates from the cerebral cortex. Therefore, physiological representation technology based on brain perception obviously has more representational mechanism advantages for the study of human comfort level. From the perspective of the characterization principle of ERPs technology, ERPs potential signals were obtained by filtering, averaging and stacking electroencephalogram signals stimulated by the same event, and noise potential activities independent of stimulus would cancel each other out in the stacking process, so there was no nonlinear problem in ERPs signals. In addition, the technology also had the advantages of low equipment price, easy to carry, ultra-high time resolution, accurate results, small error, little subjective interference and so on. Therefore, ERPs technology offers certain technical advantages in the physiological characterization of brain perception.
Conclusion and Prospect Therefore, the evoked potentials related to the comfort of fabrics are summarized through the review of relevant research progress at home and abroad. It is concluded that the evoked potentials related to the tactile perception of fabrics are mainly positive components in the middle and late stages and negative components at the stimulation of 450 ms. The late positive component is mainly related to the surface roughness and the perception of contact pressure. The intermediate positive component is related to itching sensation, cold and warm feeling and sticky feeling. The negative potential components at 450 ms of stimulation correlates with the brain's perceived ability to resist interference. The evoked potentials related to the perception of visual comfort of fabrics are mainly positive components, early and middle negative components. Strong visual stimulation can increase the amplitudes of the early positive component, the middle positive component and the early negative component, but the increase of the number of color combinations can prolong the latency of the middle positive component and the middle negative component and slow the recognition speed. Finally, the late positive component is the final decision component of visual comfort perception. The above studies not only proved the feasibility of using evoked potentials to characterize fabric comfort, but also opened up a new method of comfort characterization based on brain perception. In the future, it is expected to construct a prediction model based on brain perception by exploring the quantitative relationship between evoked potentials and various physical factors of fabric, so as to guide the design development of various fabric materials towards comfort and health.

Key words: event-related potential, fabric comfort, brain perception, tactile comfort, visual comfort

中图分类号: 

  • TS941.19

图1

织物舒适度的感知过程及表征方法"

图2

基于ERPs技术的织物舒适度表征原理"

表1

ERPs经典成分汇总表"

分类 名称 简称 出现时间及峰的种类
外源性成分
(生理性成分,受刺激物理特性影响)		 早期正成分 P1 刺激后100 ms左右处出现正波峰
中期正成分 P2 刺激后200~300 ms处出现正波峰
早期负成分 N1 刺激后100~150 ms处出现负波峰
内源性成分
(心理性成分,反映精神状态和注意力)		 中期负成分 N2 刺激后200~350 ms处出现负波峰
晚期正成分 P3 刺激后300~600 ms处出现正波峰
[1] 程宁波, 吴志明. 服装压力舒适性的研究方法及发展趋势[J]. 丝绸, 2019, 56(3): 38-44.
CHENG Ningbo, WU Zhiming. Research methods and development trend of clothing pressure comfort[J]. Journal of Silk, 2019, 56(3): 38-44.
[2] MALEK A S, ELNAHRAWY A, ANWAR H, et al. From fabric to smart T-shirt: fine tuning an improved robust system to detect arrhythmia[J]. Textile Research Journal, 2022, 92(17/18): 3204-3220.
doi: 10.1177/00405175211060887
[3] CUBRIC I S, CUBRIC G, MATKOVIC V M P, et al. The comfort of knitted fabrics: interaction of sportswear and athlete's body[J]. Communications in Development and Assembling of Textile Products, 2021, 2(1): 70-79.
doi: 10.25367/cdatp.2021.2
[4] AWAIS M, KRZYWINSKI S, WENDT E. A novel modeling and simulation approach for the prediction of human thermophysiological comfort[J]. Textile Research Journal, 2021, 91(5): 691-705.
doi: 10.1177/0040517520955227
[5] KLRCL F, KARAMANLARGIL E, DURU S C, et al. Comfort properties of medical compression stockings from biodesigned and cotton fibers[J]. Fibers and Polymers, 2021, 22(10): 2929-2936.
doi: 10.1007/s12221-021-0615-8
[6] ANGELUCCI A, CAVICCHIOLI M, CINTORRINO I A, et al. Smart textiles and sensorized garments for physiological monitoring: a review of available solutions and techniques[J]. Sensors, 2021, 21(3): 814.
doi: 10.3390/s21030814
[7] ORTIZ M, VICENTE P, IANEZ E, et al. Assessing footwear comfort by electroencephalography analysis[J]. IEEE Access, 2021, 9: 134259-134269.
doi: 10.1109/ACCESS.2021.3115179
[8] 苑洁, 于伟东, 陈克敏. 基于功能磁共振的织物触压舒适度脑感知研究进展[J]. 纺织学报, 2017, 38(10): 146-152.
YUAN Jie, YU Weidong, CHEN Kemin. Research progress in brain perception of fabric tactile comfort based on functional magnetic resonance[J]. Journal of Textile Research, 2017, 38(10): 146-152.
[9] ROMERO F V, RODRIGUEZ P, POZO M A, et al. Can you change your mind? an ERP study of cognitive flexibility and new evidence integration[J]. Biological Psychology, 2022.DOI:10.1016/j.biopsycho.2022.108354.
doi: 10.1016/j.biopsycho.2022.108354
[10] LYTAEV S, VATAMANIUK I J B S. Physiological and medico-social research trends of the wave P300 and more late components of visual event-related potentials[J]. Brain Sciences, 2021, 11(1): 125.
doi: 10.3390/brainsci11010125
[11] BHANU R, SHANKAR M S V, PRAMODH V. Does gender influence P300 latency and mini mental state examination score in type 2 diabetes mellitus pati-ents?[J]. National Journal of Physiology, Pharmacy and Pharmacology, 2022, 12(4): 468-471.
[12] BERCHIO C, MICALI N. Cognitive assessment using ERP in child and adolescent psychiatry: difficulties and opportunities[J]. Psychiatry Research: Neuroimaging, 2022. DOI:10.1016/j.pscychresns. 2021.111424.
doi: 10.1016/j.pscychresns. 2021.111424
[13] SCHREYER M, BAUMGARTNER M, RUUD F, et al. Artificial intelligence in internal audit as a contribution to effective governance-deep-learning enabled detection of anomalies in financial accounting data[J]. Expert Focus, 2022 (1): 39-44.
[14] MOEREL M, YACOUB E, GULBAN O F, et al. Using high spatial resolution fMRI to understand representation in the auditory network[J]. Progress in Neurobiology, 2021. DOI: 10.1016/j.pneurobio. 2020. 101887.
doi: 10.1016/j.pneurobio. 2020. 101887
[15] BAGHDADI G, AMIRI M. Detection of static, dynam-ic, and no tactile friction based on nonlinear dynamics of EEG signals: a preliminary study[J]. Chaos, Solitons & Fractals, 2021. DOI:10.1016/j.chaos.2020.110449142.
doi: 10.1016/j.chaos.2020.110449142
[16] 赵向东. 视觉事件相关电位(P300)地形图及其应用[J]. 现代电生理学杂志, 2013, 20(2): 112-117.
ZHAO Xiangdong. Visual event-related poten-tial (P300) topographic map and its application[J]. Modern Journal of Electrophysiology, 2013, 20(2): 112-117.
[17] 徐桂芝, 王宁, 张天恒, 等. 虚拟现实视觉体验对事件相关电位影响的研究[J]. 信号处理, 2018, 34(8): 952-962.
XU Guizhi, WANG Ning, ZHANG Tianheng, et al. Study on the effect of virtual reality visual experience on event-related potential[J]. Signal Processing, 2018, 34(8): 952-962.
[18] HORST R L, JOHNSON R, DONCHIN E. Event-related brain potentials and subjective probability in a learning task[J]. Memory & Cognition, 1980, 8(5): 476-488.
doi: 10.3758/BF03211144
[19] 吴豹, 杨苏勇, 胡浩宇, 等. 事件相关电位在疼痛领域中的研究进展和应用[J]. 中国疼痛医学杂志, 2019, 25(5): 378-382.
WU Bao, YANG Suyong, HU Haoyu, et al. Research progress and application of event-related potential in pain[J]. Chinese Journal of Pain Medicine, 2019, 25(5): 378-382.
[20] CLAYSON P E, BRUSH C J, HAJACK G. Data quality and reliability metrics for event-related potentials (ERPs): the utility of subject-level reliability[J]. International Journal of Psychophysiology, 2021, 165: 121-136.
doi: 10.1016/j.ijpsycho.2021.04.004
[21] HOEFER D, HANDEL M, MÜLLER K M, et al. Electroencephalographic study showing that tactile stimulation by fabrics of different qualities elicit graded event-related potentials[J]. Skin Research and Technology, 2016, 22(4): 470-478.
doi: 10.1111/srt.12288 pmid: 26991667
[22] CHEN S, GE S. Experimental research on the tactile perception from fingertip skin friction[J]. Wear, 2017, 376: 305-314.
[23] 陈思, 葛世荣, 时晓露, 等. 摩擦诱发的事件相关电位认知成分特征研究[J]. 摩擦学学报, 2015, 35(5): 538-542.
CHEN Si, GE Shirong, SHI Xiaolu, et al. Cognitive components of friction-induced event-related poten-tials[J]. Tribology Journal, 2015, 35(5): 538-542.
[24] 刘陶峰, 李一员, 李炜, 等. 确定性纹理表面特征高度对皮肤摩擦感知的影响[J]. 西南交通大学学报, 2020, 55(2): 372-378.
LIU Taofeng, LI Yiyuan, LI Wei, et al. Effect of deterministic texture surface feature height on skin friction perception[J]. Journal of Southwest Jiaotong University, 2020, 55(2): 372-378.
[25] 夏羽. 基于神经电生理学的丝织物触感评价和认知研究[D]. 苏州: 苏州大学, 2017: 28-32.
XIA Yu. Research on sensory evaluation and cognition of silk fabric based on neuroelectrophysiology[D], Suzhou: Soochow University, 2017: 28-32.
[26] TANG W, LU X, CHEN S, et al. Tactile perception of skin: research on late positive component of event-related potentials evoked by friction[J]. Journal of The Textile Institute, 2020, 111(5): 623-629.
doi: 10.1080/00405000.2019.1661067
[27] TANG W, LIU R, SHI Y, et al. From finger friction to brain activation: tactile perception of the roughness of gratings[J]. Journal of Advanced Research, 2020, 21:129-139.
doi: 10.1016/j.jare.2019.11.001 pmid: 32071781
[28] LIU Y, CHEN D. The influence of clothing pressure exerted by girdle on inhibition ability of young fe-males[J]. International Journal of Clothing Science and Technology, 2016, 28(5): 712-722.
doi: 10.1108/IJCST-07-2015-0085
[29] CHEN A, BAILEY K, TIERNAN B N, et al. Neural correlates of stimulus and response interference in a 2-1 mapping stroop task[J]. International Journal of Psychophysiology, 2011, 80(2): 129-138.
doi: 10.1016/j.ijpsycho.2011.02.012 pmid: 21356252
[30] SZUCS D, SOLTESZ F. Functional definition of the N450 event-related brain potential marker of conflict processing: a numerical stroop study[J]. BMC Neuroscience, 2012, 13(1): 1-14.
doi: 10.1186/1471-2202-13-1
[31] MENA C I, LANG K, GHERRI E. Electrophysiological correlates of attentional selection in tactile search tasks: the impact of singleton distractors on target selection[J]. Psychophysiology, 2020. DOI: 10.1111/psyp. 2019. 13592.
doi: 10.1111/psyp. 2019. 13592
[32] RIGATO S, BREMNER A J, GILLMEISTER H, et al. Interpersonal representations of touch in somatosensory cortex are modulated by perspective[J]. Biological Psychology, 2019. DOI: 10.1016/j.biopsycho. 2019. 107719.
doi: 10.1016/j.biopsycho. 2019. 107719
[33] DING M, SONG M, PEI H, et al. The emotional design of product color: an eye movement and event-related potentials study[J]. Color Research Application, 2021, 46(4): 871-879.
doi: 10.1002/col.v46.4
[34] 陈雁, 李栋高. 服装颜色的感觉生理研究[J]. 纺织学报, 2004, 25(3): 68-69.
CHEN Yan, LI Donggao. Sensory physiology of clothing color[J]. Journal of Textile Research, 2004, 25(3): 68-69.
[35] 吕佳, 陈东生. 基于事件相关电位技术的服装审美情绪研究[J]. 人类工效学, 2013, 19(2): 63-65.
LÜ Jia, CHEN Dongsheng. Research on aesthetic emotion of clothing based on event-related potential[J]. Human Ergonomics, 2013, 19(2): 63-65.
[36] 贾君君. 基于丝织物色彩的视觉认知评价[D]. 苏州: 苏州大学, 2016: 36-50.
JIA Junjun. Visual cognitive evaluation based on color of silk fabric[D]. Suzhou: Soochow University, 2016: 36-50.
[37] 柏慧群. 基于行为及 ERP 的服装色彩组合审美研究[D]. 苏州: 苏州大学, 2017: 34-63.
BAI Huiqun. Research on the color combination of clothing based on ERPs[D]. Suzhou: Soochow University, 2017: 34-63.
[38] 张红. 丝织物的色彩搭配视觉认知研究[D]. 苏州: 苏州大学, 2018: 42-65.
ZHANG Hong. Research on color matching of silk fabric[D]. Suzhou: Soochow University, 2018: 42-65.
[39] STYLIOS G K, CHEN M. The concept of psychotextiles; interactions between changing patterns and the human visual brain, by a novel composite SMART fabric[J]. Materials, 2020. DOI: 10.3390/ma. 2019. 13030725.
doi: 10.3390/ma. 2019. 13030725
[40] 莫换平. 纺织品冷暖色搭配视觉认知研究[D]. 苏州: 苏州大学, 2020: 20-22.
MO Huanping. Research on visual cognition of cold and warm color collocation of textile[D]. Suzhou: Soochow University, 2020: 20-22.
[1] 苑洁, 娄琳, 王其才. 织物触觉舒适度大脑感知技术研究进展[J]. 纺织学报, 2022, 43(09): 211-217.
[2] 苑洁 于伟东 陈克敏. 基于功能磁共振的织物接触压舒适度脑感知研究进展[J]. 纺织学报, 2017, 38(10): 146-152.
[3] 吕佳, 陈东生. 情绪的事件相关电位在服装设计中的应用[J]. 纺织学报, 2012, 33(2): 151-156.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
京ICP备14006648号　 京公网安备11010502044800号
版权所有 © 2021 《纺织学报》编辑部
地址： 北京市朝阳区延静里中街3号主楼6层《纺织学报》杂志社　邮政编码：100025　
电话：010-65017711,65917740　传真：010-65016539　Email:fangzhixuebao@vip.126.com
本系统由北京玛格泰克科技发展有限公司设计开发