Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications
Electronic warfare (EW) is one of the most important characteristics of modern battles. EW can affect a military force's use of the electromagnetic spectrum to detect targets or to provide information. Recent developments in artificial intelligence (AI) suggest that this emerging technology wil...
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9292960/ |
| _version_ | 1818934572652429312 |
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| author | Purabi Sharma Kandarpa Kumar Sarma Nikos E. Mastorakis |
| author_facet | Purabi Sharma Kandarpa Kumar Sarma Nikos E. Mastorakis |
| author_sort | Purabi Sharma |
| collection | DOAJ |
| description | Electronic warfare (EW) is one of the most important characteristics of modern battles. EW can affect a military force's use of the electromagnetic spectrum to detect targets or to provide information. Recent developments in artificial intelligence (AI) suggest that this emerging technology will have a deterministic and potentially transformative influence on military power. AI driven algorithms can be very effective in diverse domain of EW like processing of radar signals for efficient recognition and classification of emitters, detection of jammer and its characteristics and for developing efficient anti-jamming algorithms. AI techniques can also enable an EW system to operate autonomously. This paper provides a description of various branches of EW, the role of AI in EW systems and different AI techniques that have been deployed in EW systems. |
| first_indexed | 2024-12-20T05:06:25Z |
| format | Article |
| id | doaj.art-df04af8420db448ea31d27516331af67 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-20T05:06:25Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-df04af8420db448ea31d27516331af672022-12-21T19:52:23ZengIEEEIEEE Access2169-35362020-01-01822476122478010.1109/ACCESS.2020.30444539292960Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving ApplicationsPurabi Sharma0https://orcid.org/0000-0003-4579-2489Kandarpa Kumar Sarma1https://orcid.org/0000-0002-6236-0461Nikos E. Mastorakis2Department of Electronics and Communication Engineering, Gauhati University, Guwahati, IndiaDepartment of Electronics and Communication Engineering, Gauhati University, Guwahati, IndiaDepartment of Industrial Engineering, Technical University of Sofia, Sofia, BulgariaElectronic warfare (EW) is one of the most important characteristics of modern battles. EW can affect a military force's use of the electromagnetic spectrum to detect targets or to provide information. Recent developments in artificial intelligence (AI) suggest that this emerging technology will have a deterministic and potentially transformative influence on military power. AI driven algorithms can be very effective in diverse domain of EW like processing of radar signals for efficient recognition and classification of emitters, detection of jammer and its characteristics and for developing efficient anti-jamming algorithms. AI techniques can also enable an EW system to operate autonomously. This paper provides a description of various branches of EW, the role of AI in EW systems and different AI techniques that have been deployed in EW systems.https://ieeexplore.ieee.org/document/9292960/Artificial intelligencedeep neural networkECMelectronic warfareESMECCM |
| spellingShingle | Purabi Sharma Kandarpa Kumar Sarma Nikos E. Mastorakis Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications IEEE Access Artificial intelligence deep neural network ECM electronic warfare ESM ECCM |
| title | Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications |
| title_full | Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications |
| title_fullStr | Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications |
| title_full_unstemmed | Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications |
| title_short | Artificial Intelligence Aided Electronic Warfare Systems- Recent Trends and Evolving Applications |
| title_sort | artificial intelligence aided electronic warfare systems recent trends and evolving applications |
| topic | Artificial intelligence deep neural network ECM electronic warfare ESM ECCM |
| url | https://ieeexplore.ieee.org/document/9292960/ |
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