The objective of this project was to design and engineer a system to perform statistical analysis on data received from Road Ready’s telematics IIoT products to identify locations in North America with low cellular signal strength
Sponsored By: Clarience Technologies
Team Members
Justin Ruark | Kieren Allison | Douglas Wendelin | Jessica Marquez |
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Project Summary
Overview
Clarience Technologies’ Road Ready industrial internet of things (IIoT) devices are real-time telematics devices that are attached to fleet trailers and transmit location and event-based data over a 4G LTE network. Since the devices operate over a cellular network, further investigation and analysis are needed to identify locations with weak cellular strength for improvement.
Objectives
Our system focused on accomplishing three main objectives:
- Be able to intake data and apply compound filtering and searching to the client’s business needs.
- Render the filtered data in the form of a heat map.
- Apply statistical analysis and produce charts to represent the relevant data.
Approach
- Performed preliminary research on client knowledge-domain
- Extensively spoke with industry mentor to gather requirements
- Transcribed requirements into user and system requirements
- Explored relevant frameworks and packages
- Created prototypes and presented to industry mentor for feedback
Outcomes
The final outcomes of the system are:
- The sponsor can intuitively perform analysis of cellular signal strength by location, date range, and firmware.
- The system identifies and visualizes data for use in improving areas with low cellular signal strength.
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