작전보안이 확립된 연합작전을 위한 ‘국방 인공지능 전장소음 제거 모델’ 개발 및 제안

A Study on the Development and Proposal of 'National Defense Artificial Intelligence Field Noise Removal Model' for Establishing Security of combined Operation
  • 김주성
  • 고성훈
  • 김수현
  • 조인휘

초록

With the development of the 4th Industrial Revolution technology, the importance of secure communication using the wireless communication environment is increasing, and command and control is becoming more difficult as the weapon system is advanced and diversified. In addition, due to political and diplomatic issues, modern warfare is rarely waged by a single country alone, and is mostly carried out as a combined operation with other countries. To solve this problem, we utilize the Dual Signal Transformation LSTM Network technology to remove the battlefield noise in real time and deliver it to the receiver, and at the same time use the TTS technology to convert the voice into text and record it with the time to improve the battlefield situation. It is recorded automatically, and in the case of joint operations, related texts are translated and sent to the receiver using SST technology along with the original text to ensure smooth communication during wartime.

키워드

With the development of the 4th Industrial Revolution technologythe importance of secure communication using the wireless communication environment is increasingand command and control is becoming more difficult as the weapon system is advanced and diversified. In additiondue to political and diplomatic issuesmodern warfare is rarely waged by a single country aloneand is mostly carried out as a combined operation with other countries. To solve this problemwe utilize the Dual Signal Transformation LSTM Network technology to remove the battlefield noise in real time and deliver it to the receiverand at the same time use the TTS technology to convert the voice into text and record it with the time to improve the battlefield situation. It is recorded automaticallyand in the case of joint operationsrelated texts are translated and sent to the receiver using SST technology along with the original text to ensure smooth communication during wartime..Key Words : AIDual Signal Transformation LSTM NetworkNoise-cancellingTTS
제목
작전보안이 확립된 연합작전을 위한 ‘국방 인공지능 전장소음 제거 모델’ 개발 및 제안
제목 (타언어)
A Study on the Development and Proposal of 'National Defense Artificial Intelligence Field Noise Removal Model' for Establishing Security of combined Operation
저자
김주성고성훈김수현조인휘
발행일
2022-12
저널명
Journal of Defense and Security
4
2
페이지
61 ~ 85