Electronic Warfare and Artificial Intelligence

Electronic warfare is a critical component of modern military operations and has undergone significant advances in recent years. This book provides an overview of electronic warfare, its historical development, key components, and its role in contemporary conflict scenarios. It also discusses emerging trends and challenges in electronic warfare and its contemporary relevance in an era of advanced technology and cyber threats, emphasizing the need for continued research and development in this area. The book explores the burgeoning intersection of artificial intelligence and electronic warfare, highlighting the evolving landscape of modern conflicts and the implications of integrating advanced technologies. The multifaceted roles of artificial intelligence in electronic warfare are highlighted, examining its potential advantages, ethical considerations, and challenges associated with its integration

Războiul electronic și inteligența artificială

Războiul electronic este o componentă critică a operațiunilor militare moderne și a suferit progrese semnificative în ultimii ani. Această carte oferă o privire de ansamblu asupra războiului electronic, a dezvoltării sale istorice, a componentelor cheie și a rolului său în scenariile de conflict contemporane. De asemenea, se discută tendințele și provocările emergente în războiul electronic și și relevanța sa contemporană într-o eră a tehnologiei avansate și a amenințărilor cibernetice, subliniind necesitatea cercetării și dezvoltării continue în acest domeniu. Cartea explorează intersecția în plină dezvoltare dintre inteligența artificială și războiul electronic, evidențiind peisajul evolutiv al conflictelor moderne și implicațiile integrării tehnologiilor avansate. Se evidențiază rolurile cu mai multe fațete ale inteligenței artificiale în războiul electronic, examinând avantajele sale potențiale, considerentele etice și provocările asociate cu integrarea acesteia

Deep Learning Techniques in Radar Emitter Identification

In the field of electronic warfare (EW), one of the crucial roles of electronic intelligence is the identification of radar signals. In an operational environment, it is very essential to identify radar emitters whether friend or foe so that appropriate radar countermeasures can be taken against them. With the electromagnetic environment becoming increasingly complex and the diversity of signal features, radar emitter identification with high recognition accuracy has become a significantly challenging task. Traditional radar identification methods have shown some limitations in this complex electromagnetic scenario. Several radar classification and identification methods based on artificial neural networks have emerged with the emergence of artificial neural networks, notably deep learning approaches. Machine learning and deep learning algorithms are now frequently utilized to extract various types of information from radar signals more accurately and robustly. This paper illustrates the use of Deep Neural Networks (DNN) in radar applications for emitter classification and identification. Since deep learning approaches are capable of accurately classifying complicated patterns in radar signals, they have demonstrated significant promise for identifying radar emitters. By offering a thorough literature analysis of deep learning-based methodologies, the study intends to assist researchers and practitioners in better understanding the application of deep learning techniques to challenges related to the classification and identification of radar emitters. The study demonstrates that DNN can be used successfully in applications for radar classification and identification.   &nbsp

La guerre électronique et l'intelligence artificielle

La guerre électronique est un élément essentiel des opérations militaires modernes et a connu des progrès significatifs ces dernières années. Ce livre donne un aperçu de la guerre électronique, de son évolution historique, de ses composants clés et de son rôle dans les scénarios de conflit contemporains. Il aborde également les tendances et les défis émergents en matière de guerre électronique et sa pertinence contemporaine à l'ère des technologies avancées et des cybermenaces, en soulignant la nécessité de poursuivre la recherche et le développement dans ce domaine. Le livre explore l’intersection naissante de l’intelligence artificielle et de la guerre électronique, mettant en lumière l’évolution du paysage des conflits modernes et les implications de l’intégration des technologies avancées. Les rôles multiformes de l'intelligence artificielle dans la guerre électronique sont mis en évidence, en examinant ses avantages potentiels, les considérations éthiques et les défis associés à son intégration