Chatbot for air traffic control
The future of Multiple Remote Tower Operations will require Air Traffic Controllers to take on heavier workloads, more than what they are currently experiencing. As communication is a vital link between ATCs and Pilots, a solution is required to aid future Air Traffic Controllers. A solution to t...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/168398 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | The future of Multiple Remote Tower Operations will require Air Traffic Controllers to take
on heavier workloads, more than what they are currently experiencing. As communication is
a vital link between ATCs and Pilots, a solution is required to aid future Air Traffic
Controllers. A solution to this is a Digital Tower Assistant. A Digital Tower Assistant in a form
of Chatbot can help automate some processes in the tower and act autonomously on behalf
of Air Traffic Controllers. The advancement in Natural Language Processing and structured
procedures in Air Towers can make this a reality. This paper presents a novel architecture to
create an intelligent hybrid system to semantically understand and act on Pilots’ messages
for landing sequences in non-emergency situations. The proposed system uses Bidirectional
Encoder Representations from Transformers and Knowledge-based expert system. Future
work can be explored to scale the application of the system to other phases of flight. |
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