An IoT Based Predictive Connected Car Maintenance Approach

Abstract

-Internet of Things (IoT) is fast emerging and becoming an almost basic necessity in general life. The concepts of using technology in our daily life is not new, but with the advancements in technology, the impact of technology in daily activities of a person can be seen in almost all the aspects of life. Today, all aspects of our daily life, be it health of a person, his location, movement, etc. can be monitored and analyzed using information captured from various connected devices. This paper discusses one such use case, which can be implemented by the automobile industry, using technological advancements in the areas of IoT and Analytics. 'Connected Car' is a terminology, often associated with cars and other passenger vehicles, which are capable of internet connectivity and sharing of various kinds of data with backend applications. The data being shared can be about the location and speed of the car, status of various parts/lubricants of the car, and if the car needs urgent service or not. Once data are transmitted to the backend services, various workflows can be created to take necessary actions, e.g. scheduling a service with the car service provider, or if large numbers of care are in the same location, then the traffic management system can take necessary action. 'Connected cars' can also communicate with each other, and can send alerts to each other in certain scenarios like possible crash etc. This paper talks about how the concept of 'connected cars' can be used to perform 'predictive car maintenance'. It also discusses how certain technology components, i.e., Eclipse Mosquito and Eclipse Paho can be used to implement a predictive connected car use case.

Improving performance in mobile ad hoc networks by reliable path selection routing using RPS‐LEACH

“…The proposed system encompasses RPS value‐based LEACH protocol for defended data transfer against broken hubs during data transmission. However, in many IoT (Internet of Things) applications such as agricultural automation Guiding robot, agriculture assisting robot,multitasking farmbot, industrial automation, connected cars,connected vehicles, and smart cars,the efficient path selection from the participating sensors is fairly needed. The wireless nodes should be able to recognize the failure links during the sensitive data transfer to avoid the disasters.…”

An Integrated Algorithm for Intersection Queue Length Estimation Based on IoT in a Mixed Traffic Scenario

“…Moreover, the cloud [32] and edge computing [33] can be used to serve the traffic states sensing. A framework of smart city with intelligent IoT, cloud, edge, and 5G is constructed to provide more efficiency and rationality [34]. It supports a variety of innovative applications and services.…”

“…The infrastructure-based mechanisms mentioned in the paper belong to an IoT-based solution. As service platforms for smart cities, the deployment of connected cars and edge devices has been studied in many works [33,34].…”

MQTT of IoT Classification in Energy Saving

“…Messages of connected constrained devices are managed and handled by MQTT in thousands of large queues before transmission [10,14,28]. MQTT is lightweight as it has a small header between 1 to 4 bytes [8,12]. MQTT provides long-lived connection with constrained devices while they are working [33].…”

“…It was introduced by Amazon in 2007 as a non-relational database which managed unstructured big data. NoSQL is newly used in some special IoT applications such as MongoDB and Redis [4,8,14,17,19,28,33]. NoSQL has some benefits to enhance IoT applications.…”