
Project scope
Categories
Data analysis Electrical engineering Machine learningSkills
data processing feature extraction algorithms sensors sensor data data analysis problem solving signal processingTerraWave is seeking to enhance its data analysis capabilities by leveraging radio-wave sensors to collect and process field data. The primary goal of this project is to apply signal processing techniques to extract meaningful features from the collected data. This will involve analyzing the raw data to identify patterns, trends, and anomalies that can inform future sensor deployments and improve data accuracy. The project will provide learners with the opportunity to apply their classroom knowledge of signal processing and data analysis in a practical setting. By focusing on feature extraction, the project aims to optimize the performance of TerraWave's sensors and contribute to the development of more efficient data processing algorithms. The tasks are closely related and designed to be completed by a team of learners within a single academic program, ensuring a cohesive approach to problem-solving.
The project deliverables will include a comprehensive report detailing the signal processing techniques applied and the features extracted from the radio-wave sensor data. Additionally, the team will provide a presentation summarizing their findings and recommendations for improving data processing efficiency. The deliverables will also include any developed algorithms or scripts used in the analysis, ensuring that TerraWave can replicate and build upon the work completed by the learners.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
Developing radio-wave imaging based solutions for stored grain monitoring and inventory managment