Abstract-In an era of unprecedented progress in sensing technology and communications, health services are able to evolve towards a close monitoring of patients and elderly citizens, without jeopardizing their daily routines, through health applications on their mobile devices, in what is known as e-Health. Within this field, we propose an optical fiber sensor (OFS) based system for simultaneous monitoring of shear and plantar pressure during gait movement. These parameters are considered to be two key factors in gait analysis which can help in early diagnosis of multiple anomalies, such as diabetic foot ulcerations or in physical rehabilitation scenarios.The proposed solution is a biaxial OFS based on two in-line fiber Bragg gratings (FBGs), which were inscribed in the same optical fiber and placed individually in two adjacent cavities, forming a small sensing cell. Such design presents a more compact and resilient solution with higher accuracy, when compared to the existing electronic systems.The implementation of the proposed elements into an insole is also described, showing the compactness of the sensing cells, which can be easily integrated into a non-invasive mobile e-Health solution for a continuous remote gait analysis of patients and elder citizens. The reported results show that the proposed system outperforms existing solutions, in the sense that it is able to dynamically discriminate shear and plantar pressure during gait.