State-of-the-Art Military Surveillance Systems Using Multi-Agent Hybrid Architecture and MARL

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Language

English

Genre

Technology

Published

July 15, 2025

Synopsis

In "State-of-the-Art Military Surveillance Systems Using Multi-Agent Hybrid Architecture and MARL," Vikram Singh Sankhala provides a definitive guide for defense technologists and system architects grappling with the escalating complexities of modern warfare. The book meticulously deconstructs the evolution of military surveillance, highlighting the critical role of multi-agent systems (MAS), hybrid architectures, and Multi-Agent Reinforcement Learning (MARL) in achieving adaptive, resilient, and autonomous battlefield awareness. Through in-depth analyses of leading global systems like the USA's SOSA, India's SANJAY Battlefield Surveillance System, the NEXUS platform, and cutting-edge UAV swarms employing MARL, readers gain a comprehensive understanding of how to design, integrate, and deploy next-generation intelligence, surveillance, and reconnaissance (ISR) capabilities. The narrative delves into core topics including sensor fusion, interoperability, real-time data unification, and the end-to-end intelligence dissemination workflow, from sensor edge to command centers. It offers actionable frameworks, design templates, and comparative analyses to equip professionals with the knowledge to transition theoretical concepts into field-tested solutions. The book also addresses crucial aspects of security, counter-AI strategies, simulation, and deployment, culminating in a forward-looking perspective on future trends such as edge-AI, quantum sensors, and ethical considerations in autonomous operations, empowering readers to build and command the future of military surveillance.

About the Author

VSS

Vikram Singh Sankhala

Vikram Singh Sankhala, a distinguished expert at the confluence of advanced AI and strategic defense technologies, brings a unique analytical perspective to military surveillance systems. His background in multi-modal AI, agentic systems, and data-driven solutions allows him to dissect complex battlefield challenges and architect cutting-edge surveillance platforms. Sankhala's innovative approach combines rigorous technical analysis with practical, field-oriented insights, making advanced concepts in multi-agent systems and MARL accessible to defense professionals.

State-of-the-Art Military Surveillance Systems Using Multi-Agent Hybrid Architecture and MARL

Synopsis

About the Author

Vikram Singh Sankhala

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