Determination of riding comfort on cycleways using a smartphone application

IF 7.4 2区 工程技术 Q1 ENGINEERING, CIVIL
Anna Niska , Leif Sjögren , Peter Andrén , Christian Weber , Tineke de Jong , Aslak Fyhri
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Abstract

Well maintained cycleways will encourage more people to cycle, as the condition of cycleways is important for the safety, accessibility and riding comfort of cyclists. Despite that, only a few models used to describe the quality of service for cyclists take the surface condition into account. Objective measuring methods are needed to enable reliable and effective assessment of surface conditions, and measurable performance criteria related to the needs of cyclists should be developed. The purpose of this study has been to test the reliability and validity of using accelerometers in smartphones to assess the riding comfort on cycleways. A smartphone application converting three-dimensional accelerometer measurements into a single indicator for cycleways has been used to assess road surfaces in two field studies, in Sweden and Norway, respectively. Both studies assessed test sections of varying quality. To relate the measurements to subjective riding comfort assessments by cyclists, recruited cyclists collected quantitative data using the app, whilst also rating their perceived riding comfort by completing a survey. Measurements were also related to standard road surface condition indicators, generated from a road surface tester equipped with 19 laser sensors: international roughness index (IRI), mega- and macrotexture. The results show that it is possible to describe the unevenness of a cycleway using the technology present in smartphones. A software application can be used to collect and analyse data from the acceleration sensors in the phone, which can then be used to describe the riding comfort of cyclists. It is mainly the unevenness in the 50–1000 mm size-range that create the greatest discomfort for cyclists, and intermittent vibrations are perceived as more uncomfortable than more evenly distributed vibrations. Therefore, IRI is not a relevant measurement for describing the riding comfort of cyclists.

使用智能手机应用程序确定自行车道的骑行舒适度
维护良好的自行车道将鼓励更多的人骑自行车,因为自行车道的状况对骑车人的安全、无障碍和骑行舒适度非常重要。尽管如此,只有少数用于描述自行车服务质量的模型考虑到了路面状况。我们需要客观的测量方法来对路面状况进行可靠有效的评估,并制定与骑车人需求相关的可衡量性能标准。本研究的目的是测试使用智能手机中的加速度计评估自行车道骑行舒适度的可靠性和有效性。在瑞典和挪威进行的两项实地研究中,分别使用了将三维加速度计测量值转换为自行车道单一指标的智能手机应用程序来评估路面情况。两项研究都对不同质量的测试路段进行了评估。为了将测量结果与骑车人对骑行舒适度的主观评估联系起来,受招募的骑车人在使用应用程序收集定量数据的同时,还通过填写调查问卷对其感知的骑行舒适度进行评分。测量结果还与标准路面状况指标相关联,这些指标由配备了 19 个激光传感器的路面测试仪生成:国际粗糙度指数 (IRI)、巨粗糙度和大粗糙度。结果表明,利用智能手机中的技术可以描述自行车道的不平整度。可以使用一个应用软件来收集和分析手机加速度传感器的数据,然后用这些数据来描述骑车人的骑行舒适度。对骑车人造成最大不适的主要是 50-1000 毫米范围内的不平整度,间歇性振动比均匀分布的振动更让人感到不适。因此,IRI 并不是描述骑车人骑行舒适度的相关测量指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
13.60
自引率
6.30%
发文量
402
审稿时长
15 weeks
期刊介绍: The Journal of Traffic and Transportation Engineering (English Edition) serves as a renowned academic platform facilitating the exchange and exploration of innovative ideas in the realm of transportation. Our journal aims to foster theoretical and experimental research in transportation and welcomes the submission of exceptional peer-reviewed papers on engineering, planning, management, and information technology. We are dedicated to expediting the peer review process and ensuring timely publication of top-notch research in this field.
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