TL-CycleNet: A transformer-LSTM framework for IMU-based bicycle riding behavior perception to enhance cyclist safety.

Thu, 01 Jan 2026 00:00:00 +0100

Jinyu Ma, Yuanyuan Ren, Xueting Liang, Yujie Hao, Haoran Wu , Zhongjie Zhang, Ruiqi Xu, Qingqing Yuan, Han Li :
TL-CycleNet: A transformer-LSTM framework for IMU-based bicycle riding behavior perception to enhance cyclist safety. Appl. Soft Comput. 193: 114890 (2026)