526: Manned-Unmanned Teaming (MUM-T) Via-a-vis Loyal Wingman Concept

 

 

Manned-Unmanned Teaming (MUM-T) Concept. MUM-T encompasses the collaborative operation of manned and unmanned systems across various platforms and domains. It can apply to ground, maritime, and air operations. MUM-T emphasises seamless interoperability between manned and unmanned systems, allowing them to work together effectively across various mission profiles. This concept can involve multiple unmanned systems (e.g., UAVs, unmanned ground vehicles (UGVs), and unmanned surface vessels) working alongside manned platforms. MUM-T can encompass various mission types, such as surveillance, logistics, reconnaissance, and combat operations, providing commanders with various tactical options.

 

 

Loyal Wingman Concept. The loyal wingman concept refers specifically to unmanned aerial vehicles (UAVs) that operate closely with manned fighter jets, providing support and augmenting their capabilities during missions. These UAVs are designed to act as “wingmen” to manned aircraft. Loyal wingman drones are typically designed to operate autonomously or semi-autonomously, often using AI to make real-time decisions. They can perform a variety of roles, including reconnaissance, electronic warfare, and strike missions, thus relieving manned aircraft of certain tasks. Loyal wingman drones are often expected to fly in close formation with manned fighters, providing tactical support and enhancing the mission’s overall combat effectiveness.

 

When comparing Manned-Unmanned Teaming (MUM-T) and the Loyal Wingman concept head-to-head, both approaches leverage the collaboration between manned and unmanned systems but differ in their operational dynamics, levels of autonomy, and intended outcomes.

 

Mission Scope and Roles

 

MUM-T: In MUM-T, manned platforms directly command and control unmanned platforms to assist in various roles. MUM-T’s mission scope is broader, encompassing support and offensive capabilities. The Unmanned systems are typically extensions of the manned system’s sensors and weapons.

 

Loyal Wingman: Loyal Wingmen are designed to operate more autonomously, carrying out specific combat-related tasks, such as providing air support, engaging threats, or acting as decoys. They are essentially force multipliers, augmenting the combat power of the manned platform. These drones take on more combat-centric roles, where they can engage in offensive or defensive missions in coordination with human pilots.

 

Coordination/Control & Level of Autonomy

 

MUM-T: In MUM-T operations, unmanned systems rely more on direct control or at least supervision by the operator in the manned platform. The unmanned platforms can execute pre-programmed tasks but are generally controlled in real-time. The unmanned systems may not make complex decisions independently; instead, they execute commands provided by the manned platform. This keeps humans in the loop for crucial decision-making.

 

Loyal Wingman: The concept is based on a distributed coordination model. Loyal Wingmen are designed to operate with higher levels of autonomy. While they still collaborate with human pilots, they can make tactical decisions independently based on mission objectives and AI algorithms. They act like human wingmen, performing tasks such as engaging targets or defending the manned platform without the pilot’s constant input.

 

Primary Objectives

 

MUM-T: MUM-T focuses on enhancing situational awareness and extending operational reach. The unmanned systems help manned platforms by acting as force extenders—flying ahead to scout or gather intelligence, providing targeting data, or executing stand-off attacks to reduce risk to the human crew. The unmanned assets support and amplify the capabilities of the manned aircraft.

 

Loyal Wingman: Loyal Wingman focuses on amplifying combat effectiveness. The drones serve as partners in combat, providing additional firepower, protecting the manned platform, or taking on riskier roles like flying into heavily defended areas or serving as decoys. The objective is to have these drones work in combat formations, improving the lethality and survivability of the overall mission.

 

Combat Scenarios

 

MUM-T: Best suited for missions that involve complex battlefield management, including reconnaissance, data gathering, and precision strikes. It excels in operations where information dominance is critical and human decision-making is essential.

 

Loyal Wingman: More suited for frontline combat missions, where the wingman provides direct combat support and enhances the combat effectiveness of the manned platform. They can take on high-risk missions, allowing the manned aircraft to stay back and command from a safer distance.

 

While the loyal wingman focuses on the relationship between unmanned and manned aircraft, MUM-T provides a more expansive framework for integrating various platforms across different military domains. These concepts represent a shift toward more adaptive, resilient, and capable military forces. The loyal wingman concept and MUM-T are critical to the future of military operations, as they leverage technological advancements to enhance combat effectiveness. 

 

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INDIAN AIR FORCE CHALLENGES AND FUTURE TRAJECTORY

 

 

My Article published in the News Analytics Journal Jul 2024.

 

 

India faces two nuclear-powered inimical neighbours. China is emerging as a major regional power with the aspiration to be a global power, and her desire to dominate Asia and, finally, the world has implications for India. India’s relations with China have changed from cooperative to competitive to combative. China sees India as a competitor and would like to keep India off-balance. On the other hand, Pakistan remains a security threat and continues to use non-state actors to maintain a situation of unrest. Asymmetric warfare will remain an instrument of its state policy. These two countries have a close and longstanding strategic partnership that includes cooperation even in areas of defence and security. Pakistan openly boasts of collusive support from China in case of a war with India. Due to its unique geographical location and geopolitical environment, India faces a collusive threat with significant chances of military conflict. Therefore, her national interest dictates that the country be able to deter her inimical neighbours from any military misadventure, either singly or collusively.

 

China’s warfare strategy focuses on developing a modern and capable force to support its national security interests and regional/global ambitions. The Chinese forces are undergoing significant modernisation and expansion at a rapid pace, with particular emphasis on developing advanced technologies and capabilities. China’s investment and progress in space-based systems, quantum technology, unmanned platforms, hypersonic weapons, directed energy weapons, etc., will give it surveillance and precision strike capability with lightning speeds.

 

India’s military aspirations must align with its socioeconomic condition and likely threats. The path forward for India is clear: it must enhance its deterrence capability while investing in future war-fighting technologies. With its significant offensive potential and responsiveness, air power is the most crucial arm of military action.  The Indian Air Force (IAF), like air power in the last century, has evolved to reflect changes in technology, doctrine, and strategic priorities. However, it must continuously adapt to the existing and changing environment to build focused capabilities. The IAF will have to create deterrence and be able to dominate the air. The IAF must remain adaptive and agile to win wars in a network-centric battlefield with conflicts varying across the complete threat spectrum. Identifying focus areas and developing assets, platforms, facilitators, and infrastructure is essential. While several issues are vital requirements, the main pillars are trained manpower, combat leadership, combat sustenance resources, and sound strategy. The IAF must focus on capability building and adopt a multidisciplinary and integrated war-fighting approach.

 

 

The IAF should expand its investments in advanced munitions, combat support aircraft, electronic warfare, and physical infrastructure. Boosting the IAF’s fighter force strength should be a top priority, maintaining a balance between quantity and quality. An adequate number of combat support platforms should follow. Air Defence has evolved from point defence to offensive defence, with the spectrum expanding to cater for sub-conventional threats to long-range hypersonic weapons. Appropriate weapons, systems, and networks need to be added. The weapon list should provide various options, including high-tech, long-range smart weapon systems with increased accuracy and assurance. Air combat support and protective infrastructure are essential. The IAF’s networking capability has evolved well and is applied to air defence, air ops planning, maintenance, and logistics functions. However, there is still room for further progress and integration of new inductions.

 

The Indian Air Force, as a technology-intensive service, must continuously incorporate modern, cutting-edge equipment and technology. Technology’s profound influence on air strategy is a significant driver of innovation and evolution. Investing in emerging technologies is necessary and exciting, opening up new possibilities. Future technologies impacting the air war, such as Quantum computing, Hypersonic weapon systems, Artificial Intelligence, Robotics, Nanotechnology, Unmanned platforms, Drones and swarm technology, and Network-centric environment / Internet of things/system of systems, are on the horizon. Impetus is also required for some of the existing aviation-related programs like fifth-generation fighters, Transport aircraft (for civil and military requirements), Development of gas turbines and engines, sensors and seekers,  stealth, metallurgy and composites, unmanned platforms and swarms, AI-enabled autonomous systems and long-range vectors.

 

A strategic focus is required for a medium-term and long-term technology plan supported by adequate budget allocation. A suitable ecosystem needs to be developed to harness these dual-use technologies. IAF must define a defence science and technology strategy with a vision to harness technology and convert it into decisive capability. The following focus areas are advocated, with a particular emphasis on Indigenous defence production capability:-

 

    • Situational Awareness & Decision Making. One effect of advanced technology on air warfare is the increased pace and intensity of air operations. In such a scenario, the decision-making process must quickly keep up with the OODA cycle. The three most important contributing factors are high situational awareness, a robust and fast network system for information sharing, and AI-based decision-support systems.

 

    • Space-Based Capabilities. The term airpower has changed to aerospace power, with the aerial warfare envelope expanding to the space domain. Space-based systems and applications are embedded in every aspect of aerial warfare. The involvement of space-based equipment and systems is even more significant in Grey zone warfare. Space-based systems are becoming increasingly crucial in air warfare, providing capabilities such as navigation, targeting, communication, early warning of missile launches and space-based surveillance.  The integration of these systems with air assets is expected to continue, providing new opportunities for crucial offensive and defensive operations.

 

    • Hypersonic Weapons. The development of hypersonic weapons is likely to impact air strategy significantly. Hypersonic weapons provide new opportunities for rapid response and long-range strike capabilities with precision. They also pose new challenges in terms of protection and air defence.  The high speed and unpredictability of hypersonic weapons will require the development of new air defence strategies, as traditional air defence systems may be unable to detect or intercept these weapons. This could lead to the development of new technologies, such as directed energy weapons or advanced sensors, to counter the threat posed by hypersonic weapons. Also, protective infrastructure would be required to withstand these weapons’ destructive power.

 

    • Unmanned Platforms. The use of unmanned platforms and systems is growing in warfare. This shift is expected to continue as technology advances and the capabilities of unmanned systems improve further. Drones of various sizes and capabilities are taking over the tasks of conventional platforms. Their use is spread across the entire spectrum of threats, ranging from sub-conventional and conventional to long-range attacks. Investment in anti-drone systems is also a need of the hour.

 

    • Sixth Generation Aircraft. Sixth-generation aircraft are still in the development phase; however, based on current trends in air technology, sixth-generation aircraft will likely have several key features that will shape air strategy in the future. They are likely to have increased automation with advanced AI and machine learning algorithms that will enable autonomous decision-making and allow them to adapt to changing situations quickly. They would also have enhanced stealth capabilities, making them virtually invisible to radar and other detection systems. Integrated sensor systems in these aircraft will provide comprehensive situational awareness and the ability to engage targets with great precision. Sixth-generation aircraft are expected to significantly impact air strategy in the future, with their advanced capabilities enabling air forces to operate with greater autonomy and strike enemy targets with unprecedented precision and speed. However, as with any new technology, challenges may be associated with introducing sixth-generation aircraft, including developing new tactics, training programs, and support infrastructure to realise their full potential.

 

    • Loyal Wing Man Concept. Both piloted and unmanned platforms have their respective advantages and disadvantages. The thought process for the next generation of platforms is to harness the benefits of both and develop networked systems wherein both can work in an integrated manner. Research is being done in many countries on the “loyal wingman” concept.

 

Indian Air Force has always encouraged the development of indigenous defence production capability, and it is one of its key result areas. It has played an essential role in creating an aerospace ecosystem in India and has been operating indigenously built aircraft and aircraft built in India under licence production. This has given impetus to indigenous industry in the past and will continue to support it in future. The critical thing to remember is that while supporting self-reliance, the minimum level of deterrence capability must always be maintained.

 

 

Perceived threats and challenges to national security, calling for immediate and substantial measures to enhance IAF’s war-fighting capacity and capability. Capability building entails a long gestation period. The IAF should continue prioritising modernisation efforts, including acquiring advanced aircraft, weapons systems, and sensors. This will enable the IAF to maintain a technological edge over potential adversaries and respond effectively to emerging threats. The IAF should concentrate on new areas of capability development, such as unmanned aerial vehicles (UAVs), cyber warfare, and space-based systems. These capabilities will enhance its ability to conduct various operations, from intelligence gathering to precision strikes. Operational preparedness includes reviewing doctrines, strategy and tactics, organisational structures, human resource adaptation, training, and maintenance and logistics concepts.

 

IAF must think differently to tackle various asymmetric and non-traditional security threats. This would require more innovative, out-of-the-box solutions that leverage the prevalent technology. Overall, the IAF should strive to balance traditional air power capabilities and emerging areas of strategic importance. This will enable the IAF to defend India’s air space and national security interests while contributing to the broader role of nation-building, regional stability and humanitarian assistance.

 

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References

  1. Air Marshal Anil Chopra (Retd), “Air Power Transformational Challenges India”, Air Power Asia.
  2. Basic Doctrines of the Indian Air Force 1995, 2012 and 2022.
  3. Ashley J Tellis, “Troubles They Come In Battalion”, Carnegie Endowment for International Peace, 2016.
  4. Air Mshl Anil Chopra (Retd), “IAF modernisation challenges ahead”, South Asia defence and strategic review.
  5. Vivek Kapur, “IAF Equipment & Force Structure Requirements to Meet External Threats, 2032”, MPIDSA, 2014.
  6. “Interview with CAS and articles in IAF”, IAF anniversary issue of Chanakya Aerospace, defence and maritime review, 2018.
  7. Gp Capt AK Sachdeva(Retd), “Rebuilding the IAF fighter fleet”, SP’s Aviation issue 2, 2019.
  8. Sanjay Badri-Maharaj, “Indian Air Force at 86: options and challenges”, Vayu V/2018.
  9. Gp Capt J Noronha (Retd), “Strength lies in numbers: Rebuilding the combat fleet of IAF”, Indian Defence Review Oct-Dec 18.
  10. Air Marshal Dhiraj Kukreja, “IAF 2020 and beyond”, Indian Defence Review, Jan – Mar 17.

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.

AIRPOWER IN THE INDIAN CONTEXT

Article Published in “Destination India” May 2024

 

 

 

 

 

 

 

 

 

Airpower is a decisive factor and a game-changer in the art of warfare. The application of airpower, although it looks simple is a complex process. During a war, the major roles of airpower include shaping the environment, offensive force application, and synergising operations with surface forces. It also plays a vital role during peace and the transition from peace to war. Airpower in the Indian context has evolved since its genesis, reflecting changes in technology, doctrine, and strategic priorities. Some key aspects of the evolutionary process including the past, present and future are deliberated in the succeeding paragraphs.

 

Genesis & Early Years. The Indian Air Force was established in British India as an auxiliary air force of the Royal Air Force on 8 Oct 1932, with four Westland Wapiti biplanes and five Indian pilots. The then Royal IAF (RIAF) grew in size during World War II to ten squadrons. In the early years of the IAF, the primary focus was on providing air support to British and Commonwealth ground forces. During World War II, the IAF played a significant role in the Burma campaign in halting the advance of the Japanese army, by providing air cover and support for ground troops. IAF evolved initially in a tactical role primarily to support surface and maritime wars. Indian Air Force (IAF) of independent India came into being with meagre resources of seven squadrons (six fighter squadrons and one transport squadron).

 

Participation in the Wars. Post-Independence Four wars took place in the first two and half decades. Almost immediately after Independence, India, and Pakistan clashed over the future of Kashmir. IAF carried out air operations including airlift of troops and supplies, photo-reconnaissance, bombing, strafing, and interdiction. The air power usage was tactical and reactionary to the emerging situations. In the 1962 War with China, despite a clear combat edge, the fighter component of the Indian Air Force was not used. There was a general reluctance to use offensive air power due to the perceived fear of escalation of conflict. In the 1965 war with Pakistan, air superiority in specific terms was not contested by either side. IAF gave a good account in the skies and in support of surface forces, to help them stop the Pakistani offensive. In the Indo-Pakistani War of 1971, IAF actively engaged the enemy air force achieving complete air superiority over the eastern wing of Pakistan. IAF carried out all air campaigns in parallel, including close air support and air cover to the Indian Army, attacks against Pakistani Air Force bases, assistance to the Indian Navy in maritime operations, offensive attacks on enemy armour, and strategic bombing. IAF played a pivotal role in the victory, leading to the liberation of Bangladesh. Kargil Operations in 1999, demonstrated once again the impact of air power in achieving objectives. Air power was employed in a very innovative way at high altitudes. A game-changer shift took place on 26 February 2019, when India decided to use offensive air power by carrying out deep strikes against terrorist targets in Pakistan, beyond the Pakistan-occupied Kashmir (PoK). The myth about the use of air power being escalatory in nature was broken.

 

Power Projection Abroad. During 1987-90 IAF was involved with operations in Sri Lanka and Maldives. IAF established an “air bridge” between mainland India and Sri Lanka for the Indian Peace Keeping Force (IPKF). Although combat aircraft were not used, IAF helicopters provided fire support for the army. In 1988, IAF undertook Operation Cactus, wherein, it flew at least a battalion of paratroopers, more than 1000 Miles away to Maldives when rebels attempted to overthrow the government. In these operations, the IAF demonstrated its ability to project forces on short notice.

 

Growth, Modernisation and Expansion. The decade of the 1950s saw the induction of aircraft and support systems, both in quantity and quality, into the IAF.  During this period, the IAF acquired its first jet fighters and transport aircraft and India began to develop its own indigenous aircraft and weapons systems. IAF shifted its focus to defending India’s borders and air space, and its capabilities started developing beyond the limited scope of the support role. In the period from 1980 to 2000, the IAF modernised itself with advanced aircraft, weapons, and sensors, and expanded its capabilities to include strategic airlift.

 

Current Modernisation. The present decade is witnessing an all-around capability development of IAF with new platforms, weapons and systems. This is being spurred by the combination of rapid capability enhancement and the belligerent attitude of our adversaries. A Multi-pronged approach is being adopted to deal with the current and future challenges. Self-reliance is being encouraged and supported while maintaining the minimum deterrence value, by procurement from abroad. The inventory is also being diversified with inductions from the USA, France and Israel, besides Russia. India has become the largest defence market for the USA with the recent inductions of C-17 aircraft and C-130 transport aircraft, P-8i maritime recce aircraft, Apache attack helicopters, and Chinook heavy lift aircraft, UAVs and weapons. Besides these other two major inductions are the S-400 AD system from Russia and the Rafale fighter aircraft from France.

 

Strategic Transformation. Originally the IAF had formed purely for the requirements of the British interests of its Empire, its roles and responsibilities were limited to tactical applications of air power. Post-independence also the application of air power continued to remain tactical. It was only in 1971 that the IAF carried out strategic effect-based operations with air campaigns in parallel. In the first decade of this century, the IAF inducted airborne early warning, and aerial refuelling capability leading to an increase in strategic reach along with conventional deterrence. The IAF started transforming from a tactical air power to a strategic one to become a multi-spectrum air force. The capability development is being matched with doctrinal adaptation.

 

Doctrinal Adaptation. IAF formally formulated and published its first doctrine in 1995. This was the basic doctrine covering characteristics of air power, assets, tasks, and campaigns, the role of technology, combat support operations, force multipliers and the importance of a network-centric environment. The doctrine was reviewed in 2012, and this version went on to establish a connection between airpower and national security. It brought out the greater role of air power in the full spectrum of nation-building, national security, and aerial diplomacy. IT included contribution to sub-conventional operations, the enabling characteristics of air power such as air mobility, helicopter support for Special Forces operations, casualty evacuation, and Humanitarian Assistance and Disaster Relief (HADR) etc. The latest version published in 2022, proposes a larger regional role for IAF, beyond territorial defence. It elucidates a peacetime strategy constituting sovereignty protection, deterrence, air diplomacy, and nation-building, and a No War, No Peace (NWNP) strategy, based on kinetic as well as non-kinetic responses. It advocates the shift from air power to aerospace power and stresses greater space exploitation for the achievement of national objectives. The doctrine also elaborates on multi-domain operations, and the importance of battle-space transparency, combat networking, cyber and information warfare, electronic warfare, techno-logistics, administration and human resource management, and training.

 

Future Focus / Trajectory

 

Investment in Technology.  Air Force is a technology-intensive service and converting technology into capability is a time-consuming process. To stay on top of the challenges, there is a need to invest in emerging technologies and ideate about their utilisation in warfare. Some of the future technologies that are impacting the air war include Quantum computing, Hypersonic weapon systems, Artificial Intelligence., Robotics, Nanotechnology, Unmanned platforms, Drones and swarm technology, Network-centric environment / Internet of things/system of systems etc.

 

Unmanned Platforms. The use of unmanned platforms and systems is growing in warfare. This shift is expected to continue as technology advances and the capabilities of unmanned systems improve further. Drones of various sizes and capabilities are taking over the tasks of conventional platforms. Their utilisation is spread across the entire spectrum of threats ranging from sub-conventional, and conventional to long-range attacks. Investment in drones and anti-drone systems is also a need of the hour.

 

Loyal Wing Man Concept. Both man and unmanned platforms have their respective advantages and disadvantages. The thought process for the next generation of platforms is to harness the advantages of both and develop networked systems, wherein, both can work in an integrated manner. Research is going on in many countries on the “Loyal wingman” concept. HAL in India is also working on the CATS (Combat Air Team System) program on similar lines.

 

Hypersonic Weapons. The development of hypersonic weapons is likely to have a significant impact on air strategy. Hypersonic weapons provide new opportunities for rapid response and long-range strike capabilities with precision. They also pose new challenges in terms of protection and air defence.  The high speed and unpredictability of hypersonic weapons will require the development of new air defence strategies, as traditional air defence systems may be unable to detect or intercept these weapons. This could lead to the development of new technologies, such as directed energy weapons or advanced sensors, to counter the threat posed by hypersonic weapons. Also, protective infrastructure would be required which can withstand the destructive power of these weapons.

 

New Domains of Warfare. The domains like cyber, space, electronics and information are coming into the influence of warfare. China’s formation of a Joint Strategic Support Force (JSSF) as a separate service, with defensive and offensive capabilities, in above mentioned four domains, indicates future challenges, that require reorientation to deal with them.

 

Grey Zone Operations.  Grey zone operations are operations in the contested arena somewhere between routine statecraft and open warfare.  These are becoming a norm in modern-day warfare. Both the adversaries of India are resorting to these operations regularly. Air power besides offensive use can also be effectively utilised in many ways, in non-conventional hostile situations categorised above. Various aspects of grey zone operations need to be deliberated from the point of view of airpower involvement. A certain amount of reorientation would be required in the application of airpower in these grey zone situations supported by capability enhancement in certain fields.

 

Space-Based Capabilities.  The term airpower has changed to aerospace power with the aerial warfare envelope expanding to the domain of space. Space-based systems and applications are embedded in every aspect of aerial warfare. In Grey zone warfare the involvement of space-based equipment and systems is on an even larger scale. Space-based systems are becoming increasingly important in air warfare, providing capabilities such as navigation, targeting, communication, early warning of missile launches and space-based surveillance.  The integration of these systems with air assets is expected to continue, providing new opportunities for offensive and defensive operations.

 

Self-Reliance, Indigenisation and Make in India. Indian Air Force has always encouraged the development of indigenous defence production capability and it is one of its key result areas. It has played an important role in creating an aerospace ecosystem in India and has been operating indigenously built aircraft and also aircraft built in India under licence production. This has given impetus to indigenous industry in the past and will continue to support it in future. The important thing to remember is that while supporting self-reliance the minimum level of deterrence capability needs to be maintained at all times. Also, the balance between quality and quantity needs to be ensured.

 

The IAF should continue to prioritise modernisation efforts, including the acquisition of advanced aircraft, weapons systems, and sensors. This will enable the IAF to maintain a technological edge over potential adversaries and respond effectively to emerging threats. The IAF should concentrate on new areas of capability development, such as unmanned aerial vehicles (UAVs), cyber warfare, and space-based systems. These capabilities will enhance its ability to conduct a wide range of operations, from intelligence gathering to precision strikes. The IAF should work closely with the surface forces to develop joint operations capabilities, with emphasis on joint conceptualisation, planning, command and control systems, and integrated training exercises. The IAF should continue to be proactive in its role of providing humanitarian assistance and disaster relief, both domestically and internationally. Overall, the IAF should strive to maintain a balance between traditional air power capabilities and emerging areas of strategic importance. This will enable the IAF to meet its primary mission of defending India’s air space and national security interests, while also contributing to the broader role of nation-building, regional stability and humanitarian assistance.

 

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References and credits

To all the online sites and channels.

  1. https://www.orfonline.org/expert-speak/closing-gap-doctrinal-capability-appraisal-iaf-plaaf/
  2. https://airpowerasia.com/2020/06/15/air-power-transformational-challenges-india/
  3. Aerospace strategy: An idea whose time has come. By Air Mshl D Choudhury, AVSM, VM, VSM (Retd).
  4. https://www.airuniversity.af.edu/Portals/10/JIPA/journals/Volume-01_Issue-1/04-F-Goulter-Pant.pdf
  5. https://indianairforce.nic.in/wp-content/uploads/2023/01/2MB.pdf
  6. Basic Doctrines of the Indian Air Force 1995, 2012 and 2022.
  7. https://theprint.in/opinion/iaf-doctrine-leverages-air-power-it-also-has-the-first-no-war-no-peace-strategy/1379156/
  8. https://capsindia.org/wp-content/uploads/2022/10/Bhashyam-Kasturi.pdf
  9. https://55nda.com/blogs/anil-khosla/

Disclaimer:

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