Drivers' Activity Tracking With JINS MEME Smart Glasses

The dataset contains the signal recording acquired on vehicle (car) drivers (ten experienced drivers and ten learner drivers) on the same 28.7 km route in the Silesian Voivodeship (in Polish województwo śląskie) in southern Poland. Experienced drivers performed the tasks in their own cars whereas the learner drivers performed the tasks under a supervison of a driving instructor in a specially marked cars (with L sign). The tasks include driving through a freeway (motorway), city traffic in Bytom, Radzionków, Piekary Śląskie, Tarnowskie Góry, driving in residential areas, driving on a roundabout, parking and driving through an intersection.If you want to use this dataset, please cite the associating article:Doniec, R.J.; Sieciński, S.; Duraj, K.M.; Piaseczna, N.J.; Mocny-Pachońska, K.; Tkacz, E.J. Recognition of Drivers’ Activity Based on 1D Convolutional Neural Network. Electronics 2020, 9, 2002. doi:10.3390/electronics9122002

本数据集包含了在波兰南部西里西亚省（Silesian Voivodeship，波兰语：województwo śląskie）同一段28.7公里的路线上，由20名乘用车驾驶员采集的车载信号录制数据，其中10名为经验丰富的驾驶员，10名为初学驾驶员。经验丰富的驾驶员使用自有车辆完成测试任务，初学驾驶员则在驾驶教练员的随车指导下，使用带有"L"标识的专用教学车辆完成测试任务。测试任务涵盖高速公路行驶、比托姆（Bytom）、拉济翁库夫（Radzionków）、皮耶卡里-希隆斯克（Piekary Śląskie）、塔尔诺夫斯基戈里（Tarnowskie Góry）的城市道路通行、居民区行驶、环岛行驶、停车以及交叉路口通行。若需使用本数据集，请引用以下关联论文：Doniec, R.J.; Sieciński, S.; Duraj, K.M.; Piaseczna, N.J.; Mocny-Pachońska, K.; Tkacz, E.J. 所著的《基于一维卷积神经网络（1D Convolutional Neural Network）的驾驶员行为识别》，发表于*Electronics* 2020年第9卷第2002页，DOI: 10.3390/electronics9122002