768: ELECTRONIC WARFARE: THE INVISIBLE BATTLEFIELD SHAPING THE MODERN CONFLICT

 

Article published in the Nov 25 issue of 

“The News Analytics Journal”

 

Electronic warfare (EW) encompasses all strategies and technologies used to exploit the electromagnetic spectrum, including radio waves, microwaves, infrared, visible light, ultraviolet light and X-rays. The spectrum is an integral part of various military operations and serves as the backbone for communication, navigation and targeting.

Contemporary combat isn’t just about deploying and using weapons; it is also about disrupting communications, radars, and navigation systems. EW works quietly in the background, manipulating the invisible waves that are essential to modern warfare. It represents the clash of invisible forces that can determine the outcome of conflicts.

EW tactics have evolved from niche techniques to core elements of military strategy. Their significance has increased alongside technological advancements and the growing availability of affordable tools, making engagement in spectrum warfare more feasible. EW has rapidly emerged as a crucial yet often underestimated element of contemporary warfare. This shift has led militaries to rethink their electronic strategies.

 

Electronic Warfare

Electronic warfare aims to deny the enemy the use of the Electronic spectrum, while ensuring that friendly forces can operate freely within it. EW includes proactive actions, such as jamming, deceiving, and electromagnetic attacks. It also includes protective measures, such as electronic shielding and countermeasures. EW can be carried out from the air, land, sea, or space, using both manned and unmanned systems. EW is built on three main pillars.

    • Electronic Attack (EA – Electronic Attack) or Electronic Counter Measures (ECM – Electronic Counter Measures). Electronic attack techniques seek to disrupt, deceive, or destroy the enemy’s electronic systems. For instance, high-power microwave systems can render electronics inoperable from a distance, effectively disabling drones or missiles. Electronic Jamming is done by emitting radio frequency signals to saturate enemy receivers and hinder or prevent their ability to receive or transmit information. Spoofing is sending false signals to the enemy to confuse or deceive their electronic systems.

 

    • Electronic Protection (EP – Electronic Protection) or Electronic Counter Measures (ECCM – Electronic Counter Measures). EP/ECCM is actions taken to protect personnel, facilities, equipment or weapon systems from any effect of own or enemy use of the electromagnetic spectrum. EP utilises techniques like encryption, frequency hopping, or anti-jamming technologies. Modern EP utilises adaptive algorithms that automatically adjust frequencies to minimise interference.
    • Electronic Support (ES) or Electronic Support Measures (ESM). ESM is Actions taken to search for, intercept, identify and locate sources of intentional or unintentional electromagnetic energy. This pillar often feeds into broader intelligence operations, enabling predictive strikes. The primary technique is Signals Intelligence (SIGINT), a form of information gathering that involves intercepting signals.

Terrestrial and airborne EW. EW capabilities are traditionally categorised into two distinct categories: terrestrial and airborne. Each has its respective advantages and disadvantages, making it imperative for militaries to use both. Ground EW capabilities were traditionally used to intercept and jam enemy radio and radar signals. Terrestrial EW sensors and jammers have their limitations. Variance in the terrain in which they operate hinders their effects. Airborne EW is primarily employed to intercept, decrypt, and disrupt communications, radars, and other command and control (C2) systems over huge areas. However, these capabilities are limited by aircraft endurance. Modern-day military operations also rely on satellite-based EW capabilities, including for broad area surveillance and early-warning, communications, and C2.

Effects. On a tactical level, EW can degrade the enemy’s situational awareness by disrupting their communications.   Deception techniques, such as inserting false data into sensors or communications systems, can mislead enemy forces. Attacks against airborne, ground-based, and space-based enemy sensors can blind air defences, delay decision cycles, creating windows for kinetic strikes.  The integration of AI has made these operations quicker and more accurate, affecting the decision-making cycle.

 

EW in Recent Conflicts

Strategic Doctrines of Major Powers. EW doctrines adopted by global powers vary due to their differing goals and priorities.  NATO focuses on integrated and interoperable EW systems due to its philosophy of collective security. Chinese doctrine advocates achieving information dominance by leveraging EW in a networked environment. Russia employs an EW strategy of strategic flexibility by integrating EW with hybrid warfare. These divergent methods used by the global powers highlight EW’s role as a force multiplier tailored to their respective geopolitical contexts.

Nagorno-Karabakh War. The Nagorno-Karabakh conflict highlighted the critical role of EW in modern warfare. Azerbaijan tried to overwhelm the Armenian defences with precision strikes using the Turkish Bayraktar TB2 drones. Armenia countered them with the Russian Polye-21 EW systems. These systems disrupted the Azerbaijani drone signals and command and control (C2) for several days. However, drone swarms ultimately were able to saturate the defences. The conflict exposed the EW’s vulnerability to massed aerial attacks and highlighted the need for integrated EW counter-drone systems.

Syrian Civil War. Syria has been pronounced as the “most aggressive EW environment on Earth.” Russian forces jammed the U.S. and NATO communications, disrupting their operations. In 2020, Turkey’s Koral EW system neutralised Syrian air defences, blinding their radars and enabling drone incursions. Pro-government “electronic armies” employed cyber-EW hybrids to target opposition networks. The conflict highlighted EW’s dual-use in hybrid warfare.

Russia-Ukraine War. The Russia-Ukraine War represents EW’s maturation in peer-level conflict. Russia positioned extensive EW systems, including jammers and aerial decoys, to disrupt Ukrainian and NATO surveillance radars. Ukraine captured a few of these assets for allied analysis and development of appropriate countermeasures.  Reportedly, Russian EW systems have caused significant Ukrainian drone losses, primarily through GPS scrambling and radio-control link jamming. Meanwhile, Ukraine’s targeting of Russian EW assets has been a priority to enable counteroffensives. Both sides have been adapting dynamically.

These wars demonstrate EW’s potential to break the asymmetry, where superior Electronic spectrum control increases the effectiveness of kinetic strikes. Future forces must prioritise resilient, AI-augmented EW systems to dominate this invisible battlefield.

 

Future Trajectory

Trends. Three trends have amplified EW’s importance. First, systems (military and civilian) are far more networked.  Precision-guided munitions, networked sensors, and satellite-enabled navigation make modern systems efficient but also vulnerable. Second, the commercial space and telecom sectors have proliferated capabilities, including small satellites and broadband networks, creating numerous new targets and vectors for disruption. Third, inexpensive technologies (software-defined radios, low-cost drones, and portable jammers) lower the cost of mounting effective EW attacks, allowing smaller actors to impose outsized effects.

    • AI and Automation. AI-driven EW systems can rapidly detect, analyse, and jam signals, reducing response times. Machine learning is also used to predict and counter enemy EW tactics. The AI integration is propelling the EW market growth amid geopolitical tensions.
    • Miniaturisation. Smaller, less expensive EW systems, such as those on drones, enable even non-state actors to disrupt advanced militaries.
    •  Cyber-EW Convergence. EW increasingly overlaps with cyber warfare, targeting networked systems. For example, hacking into radar systems can complement traditional jamming.
    •  Space as a Battleground. Satellites, critical for communication and navigation, are vulnerable to EW attacks like signal jamming or spoofing. China and Russia have demonstrated anti-satellite EW capabilities.
    • Resilience Needs. Militaries are investing in spectrum-agile systems, low-probability-of-intercept communications, and redundant networks to counter EW threats. Trends include dual-use technologies and cybersecurity enhancements.

 

Future Outlook. Military forces will face a myriad of challenges in the area of electronic warfare as the underlying technologies continue to advance quickly. Emerging challenges, such as spectrum congestion, the threat of cyber intrusions, and the development of countermeasures, will introduce new challenges. Advances in quantum, photonic, and space-based technologies will drive the growth of EW. Quantum computing will enable precise navigation without reliance on GPS, while implementations of post-quantum cryptography will secure communications against future threats. By 2030, we anticipate that quantum technology will disrupt EW with unbreakable encryption and more realistic battlefield simulations. We will see notable effects of AI, machine learning, offensive cyber capabilities, and directed energy weapons on the EW systems.

 

Conclusion

Emerging technologies are really shaping the development of EW strategies. The impact of electromagnetic denial or deception is expected to grow stronger as battlefield systems become increasingly automated and equipped with advanced sensors. Militaries need to enhance their resilience and adaptability in the realm of electronic warfare. Investing in AI, quantum technologies, and integrating across different domains—like combining EW with cyber and kinetic operations—will be key to success in the future. Training and doctrines will also need to evolve, making the invisible just as important as the visible. Moving forward, it will take technical solutions, creative operational ideas, and teamwork across military, industry, and civil sectors to stay effective and safe.

Recent conflicts have underscored the importance of investing in electronic warfare (EW) and spectrum management strategies, which are just as vital as traditional firepower in achieving battlefield success. As new technologies like quantum computing and AI become more common in warfare, embracing innovative EW techniques has become more important than ever, helping us stay ahead and be prepared.

 

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Disclaimer:

Information and data included in the blog are for educational & non-commercial purposes only and have been carefully adapted, excerpted, or edited from reliable and accurate sources. All copyrighted material belongs to respective owners and is provided only for wider dissemination.

 

References:-

John R. Hoehn, Defence Primer: Electronic Warfare, Congressional Research Service, 2022.

Sydney J. Freedberg Jr, When Facing Electronic Warfare in Ukraine, Small Drones Quantity Is a Quality, Breaking Defence, 2023.

Russia’s jamming of US-supplied rocket systems complicates the war effort in Ukraine, Alex Marquardt, Natasha Bertrand, and Zachary Cohen, Ukraine, CNN, May 6, 2023.

Bennett, A. The Role of Electronic Warfare in Modern Military Operations, Military Review, 2021.

Drew, K. Adapting to the Invisible Battlefield: The Evolution of Electronic Warfare, Journal of Military Strategy, 2020.

Friedman, N, The Chessboard of Electronic warfare: Strategies and Capabilities. U.S. Naval Institute Press, 2022.

Burgener, M, Electronic Warfare in the Age of Drones: Nagorno-Karabakh in Retrospect. The International Journal of Drone Policy, 2021.

Gottfried, G. The Electronic Battlefield of the Syrian Civil War: A new wave of War?  Middle East Journal of International Affairs, 2020.

Hollis, A., The Resurgence of Electronic Warfare in the Modern Conflict. Military Review, (2021).

Johnson, L, The Development of Electronic Warfare Strategy in modern conflicts. Armed Forces & Society, 2023.

Shari, S, Turning the Tide: The Role of Electronic Warfare in the Russia-Ukraine War. Eurasian Security Studies, 2023.

719: ARTIFICIAL INTELLIGENCE-ENABLED AIR FORCES: THE FUTURE OF AERIAL WARFARE

 

Article Published In the 2025 edition of the Karnataka branch of the Air Force Association Journal.

 

Integrating Artificial Intelligence (AI) in air forces is revolutionising modern aerial warfare, enhancing combat efficiency, decision-making capabilities, and operational effectiveness. AI-driven technologies are transforming everything from autonomous drones and pilot assistance systems to predictive maintenance and cyber defence. The ongoing advancements in AI are paving the way for next-generation warfare, where speed, precision, and automation play pivotal roles. There is a need to explore the benefits, challenges, and prospects of AI-enabled air forces, as well as examine how militaries worldwide are leveraging AI to gain a strategic advantage in the skies.

 

AI Applications in Air Warfare.

 Autonomous Combat Drones and Loyal Wingmen. One of the most significant developments in AI-enabled air forces is the use of autonomous combat drones and “loyal wingmen” programs. AI-powered Unmanned Aerial Vehicles (UAVs) can operate independently or in coordination with manned aircraft. The U.S. Air Force’s Skyborg program, Russia’s Okhotnik-B, and India’s CATS Warrior are leading examples of AI-powered aerial combat systems. Key capabilities of AI-enabled drones include autonomous targeting and engagement of enemy aircraft and ground targets, AI-driven reconnaissance for real-time battlefield awareness, and electronic warfare capabilities to disrupt enemy communications and radar. Loyal wingmen, such as Boeing’s MQ-28 Ghost Bat, work alongside fighter jets, assisting in combat while reducing the risk to human pilots.

AI-Assisted Air Combat. AI has also been tested in air-to-air combat scenarios. In 2020, DARPA’s AlphaDogfight Trials demonstrated that an AI-piloted F-16 simulator could outperform an experienced human pilot in dogfighting scenarios. AI-driven fighter jets can make rapid manoeuvring decisions, anticipate enemy tactics, and optimise firing solutions faster than human pilots.

AI Co-Pilot Systems. Modern fighter jets are incorporating AI as a co-pilot to assist human pilots in complex combat scenarios. AI co-pilots can provide real-time threat analysis and countermeasure recommendations, optimise flight paths for maximum efficiency and survivability, and assist in weapons management and target prioritisation. The U.S. Air Force’s Air Combat Evolution (ACE) program is working on integrating AI co-pilots into next-generation fighter aircraft.

AI in Predictive Maintenance and Logistics Optimisation. AI-powered maintenance systems can analyse vast amounts of sensor data to predict mechanical failures before they occur. The Condition-Based Maintenance (CBM+) system helps optimise aircraft maintenance schedules, reducing downtime and improving fleet readiness. AI’s Key benefits in maintenance include minimising unexpected failures, ensuring mission readiness, efficient resource allocation by prioritising high-risk components, and cost savings by reducing unnecessary maintenance.

AI in Air Defence Systems. AI enhances air defence by improving target detection and response times. AI-enabled radar and sensor fusion systems help military forces detect and track multiple airborne threats simultaneously, optimise interception strategies against hypersonic missiles and stealth aircraft, and identify and neutralise threats with minimal human intervention. Systems like Israel’s Iron Dome and Russia’s S-500 Prometheus integrate AI to enhance target prioritisation and engagement.

AI in Electronic Warfare (EW). AI-driven electronic warfare systems can autonomously jam enemy radar and communication networks, adapt to new threats by analysing enemy signals in real-time, and protect friendly assets from cyber and electromagnetic attacks. The U.S. Air Force is actively developing AI-enhanced Electronic Warfare Pods for next-generation combat aircraft.

AI in Mission Planning. AI assists in complex mission planning by analysing real-time battlefield data. Advanced AI systems can generate optimal attack and defence strategies based on situational awareness, adapt plans dynamically as new threats emerge, and reduce commanders’ decision-making time. Programs like Project Maven employ AI to analyse drone surveillance footage, identifying potential threats more efficiently than human analysts. AI-driven battlefield management systems integrate data from multiple sources, including satellites and reconnaissance aircraft, ground-based radars and air defence systems, as well as cyber intelligence reports. This allows commanders to make data-driven decisions in high-pressure combat scenarios.

Swarm Warfare: The Future of Aerial Combat. AI-controlled drone swarms are emerging as a game-changing technology in aerial combat. Swarm tactics involve deploying multiple autonomous drones to overwhelm enemy defences with coordinated attacks, conducting distributed intelligence, surveillance, and reconnaissance (ISR), and executing autonomous electronic jamming and decoy operations. Countries like the U.S., China, and India are actively researching AI-driven drone swarms as a force multiplier in future conflicts.

 

Advantages and Challenges of AI in Air Forces

 Advantages of AI-Enabled Air Forces. AI-enabled air forces offer numerous advantages, revolutionising modern aerial warfare and operational efficiency. One key benefit is enhanced decision-making, as AI rapidly processes vast amounts of battlefield data to provide real-time intelligence, improving situational awareness and response times. Additionally, AI reduces pilot workload by automating routine tasks, allowing human operators to focus on complex strategic decisions. Combat efficiency is also significantly increased through AI-driven targeting, threat assessment, and autonomous drones that execute missions with precision. Another significant advantage is the reduction of human casualties, as AI-powered unmanned aerial vehicles (UAVs) can conduct high-risk operations without putting pilots at risk. Furthermore, AI optimises maintenance and logistics by predicting equipment failures and streamlining supply chains, reducing downtime and operational costs. These advancements collectively enhance Air Force effectiveness, ensuring superior combat readiness while lowering overall risks and expenses. As AI technology continues to evolve, its role in modern air forces will become increasingly indispensable.

Challenges and Ethical Concerns.  Integrating AI into air forces presents significant challenges and ethical concerns despite its advantages. A major issue is balancing autonomy with human oversight, as fully autonomous AI systems raise questions about accountability and decision-making in combat. Ensuring that AI does not make lethal decisions without human intervention remains a critical concern for policymakers and military leaders. Cybersecurity threats pose risks, as adversaries could manipulate or hack AI-driven systems, leading to catastrophic failures. Additionally, AI bias and errors in target recognition or threat assessment could result in unintended casualties or collateral damage. Another challenge is the potential for AI to accelerate the global arms race

as nations compete to develop more advanced autonomous weapons, raising the risk of destabilisation. Addressing these concerns requires robust regulations, international cooperation, and strict ethical frameworks to ensure AI remains a tool for enhancing security rather than escalating conflicts.

The Future of AI in Air Forces. The future of AI in air forces promises unprecedented advancements, reshaping aerial warfare with enhanced autonomy, precision, and strategic capabilities. Unmanned Combat Aerial Vehicles (UCAVs) will see increased autonomy, enabling them to operate independently or in coordination with manned aircraft in high-risk missions, reducing reliance on human pilots. AI-powered hypersonic weapons guidance systems will enhance missile accuracy, making airstrikes faster and more precise. Additionally, integrating AI with quantum computing will revolutionise data processing, allowing air forces to conduct predictive analytics at unprecedented speeds and improving threat detection, mission planning, and electronic warfare strategies. As AI-driven systems become more sophisticated, militaries will develop advanced counter-AI warfare techniques to neutralise enemy AI assets, ensuring dominance in digital battle spaces. However, as AI’s role expands, ethical and strategic concerns will require careful regulation and oversight. Ultimately, AI will be a cornerstone of future air forces, enabling superior operational efficiency, strategic decision-making, and battlefield dominance while necessitating continued advancements in security, ethics, and control mechanisms.

 

Conclusion. Artificial Intelligence is fundamentally transforming the landscape of aerial warfare. AI-enabled air forces are becoming faster, more efficient, and increasingly autonomous. From autonomous combat drones and AI co-pilots to predictive maintenance and swarm warfare, AI enhances every aspect of military aviation. However, as nations race to integrate AI into their defence strategies, addressing challenges related to autonomy, cybersecurity, and ethical considerations is crucial. The future of warfare will be shaped by how effectively AI is integrated into the air forces of the world.

 

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References and credits

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Disclaimer:

Information and data included in the blog are for educational & non-commercial purposes only and have been carefully adapted, excerpted, or edited from reliable and accurate sources. All copyrighted material belongs to respective owners and is provided only for wider dissemination.

 

 

References:-

  1. Gady, Franz-Stefan. “AI, Autonomy, and Airpower: Future Directions in Military Aviation.” International Institute for Strategic Studies (IISS), 2022.
  1. Roff, Heather M. “The Strategic Implications of Lethal Autonomous Weapon Systems.” RAND Corporation, 2016.
  1. Lockheed Martin. AI and Autonomy in Next-Generation Fighter Jets. Lockheed Martin Corporation, 2022.
  1. DARPA (Defence Advanced Research Projects Agency). Algorithmic Warfare and AI-Powered Air Combat. U.S. Department of Defence, 2021.
  1. RAND Corporation. The Future of Unmanned Aerial Vehicles and AI Integration. RAND Research Report, 2022.
  1. B Prakash, AI and the Future of Air Combat in India, MP-IDSA, 2022.

Industry & Technology Reports

  1. Trevithick, Joseph. “The U.S. Air Force’s AI-Powered ‘Skyborg’ Drone: A Game Changer?” The War Zone, 2021.
  1. Ackerman, Evan. “AI Pilots Now Outperform Human Fighter Pilots in Simulated Dogfights.” IEEE Spectrum, 2022.
  1. Johnson, David. “China’s AI-Enabled Aerial Warfare: Capabilities and Implications.” Defence One, 2023.
  1. Cummings, Mary L. Human-Autonomy Teaming: Issues and Challenges for AI in Military Operations. CRC Press, 2021.
  1. Scharre, Paul. Army of None: Autonomous Weapons and the Future of War. W.W. Norton & Company, 2018.
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