Design Framework and Intelligent In-Vehicle Information System for Sensor-Cloud Platform and Applications

• Published in: IEEE access Vol. 8; pp. 201675 - 201685
• Main Authors: Zeng, Qingshu, Duan, Qijun, Shi, Mingxiang, He, Xiangjian, Hassan, Mohammad Mehedi
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Cloud computing; Decision making; Feature extraction; In vehicle; Information systems; Intelligent in-vehicle information system; Intelligent sensors; Internet of Vehicles; Mapping; Safety; sensor cloud; sensor resources; Sensors; Task analysis; User experience; User interfaces; Vehicles
• ISSN: 2169-3536; 2169-3536
• DOI: 10.1109/ACCESS.2020.3035654

The sensor-cloud system (SCS) integrates sensors, sensor networks, and the cloud for managing sensors, collecting data, and decision-making. Smart transportation based on the sensor-cloud approach is constantly improving. The sensor cloud has promoted the industrialization of the Internet of Vehicles and has also brought it to a new research stage. SCS permits users to utilize its platform as a service, and providers offer several environments to users for the development of applications, which enhances the user driving experience. However, many users have concerns with the sensor-cloud platform (SCP) and the environment. Furthermore, to save sensor resources, we propose a novel design model and method for in-vehicle information systems (IVIS) in the framework of SCS, which can optimize the SCP user experience. Our contribution has three main aspects: first, we extract the new features presented by the IVIS under the sensor-cloud environment; second, we establish a mapping between the IVIS and user needs and innovatively propose the SCP-oriented experience element-level scheme; finally, an IVIS design method based on the experience element is proposed. Furthermore, this research establishes a mapping between user experience elements and intelligent IVIS design features in the SCS environment and proposes an innovative IVIS model.