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Designing a Surveillance Sensor Network with Information Clearinghouse for Advanced Air Mobility
Esrat Farhana Dulia1, Syed A M Shihab1
1College of Aeronautics and Engineering, Kent State University, Kent, OH 44242, USA.
Sensors (Basel, Switzerland)
|February 10, 2024
Summary
A new sensor network design optimizes advanced air mobility (AAM) surveillance, minimizing costs while ensuring full coverage. Heterogeneous networks are more cost-effective than homogeneous ones for tracking AAM traffic.
Area of Science:
- Aerospace Engineering
- Network Design
- Surveillance Systems
Background:
- Advanced Air Mobility (AAM) requires robust surveillance for safe and efficient operations.
- A centralized data hub is essential for AAM traffic monitoring and planning.
- Existing surveillance methods may not adequately cover diverse operational environments.
Purpose of the Study:
- To develop an optimized sensor network design for AAM surveillance.
- To create a framework for a low altitude surveillance information clearinghouse (LASIC).
- To conduct a cost-benefit analysis for AAM surveillance infrastructure investment.
Main Methods:
- Developed an optimization model for sensor network design considering terrain and detection probabilities.
- Evaluated six AAM sensor types and homogeneous versus heterogeneous network configurations.
- Performed a cost-benefit analysis of the proposed surveillance network and LASIC.
Main Results:
- The study identified optimal sensor types for detecting cooperative and non-cooperative aircraft.
- Heterogeneous sensor networks demonstrated greater cost-effectiveness than homogeneous networks.
- Sensitivity analysis highlighted the impact of subscription fees, subscriber numbers, and detection probabilities on network design and cost.
Conclusions:
- The proposed AAM surveillance network design effectively balances cost and coverage requirements.
- LASIC provides a viable framework for data distribution and operational support.
- Heterogeneous networks represent a more profitable approach for AAM surveillance infrastructure.
Keywords:
advanced air mobilitycost–benefit analysisoptimizationsensor placement modelsurveillance information clearinghouseuncrewed aircraft system
