LPMD-GPSR: LSTM-based link stability prediction and multi-parameter decision-making for adaptive routing in FANETs

Key Points

• Link stability prediction is improved through the use of LSTM, enhancing network performance and reliability.
• The proposed method utilizes multi-parameter decision-making for better routing outcomes in FANETs.
• Analytical models indicate significant improvements over traditional routing protocols, leading to optimized communication.
• Adaptive routing strategies can greatly reduce packet loss and enhance overall network efficiency in mobile aerial networks.