Search Results for author: Danda B. Rawat

Found 16 papers, 1 papers with code

Digital Twin Enabled Site Specific Channel Precoding: Over the Air CIR Inference

no code implementations27 Jan 2025 Majumder Haider, Imtiaz Ahmed, Zoheb Hassan, Timothy J. O'Shea, Lingjia Liu, Danda B. Rawat

This paper investigates the significance of designing a reliable, intelligent, and true physical environment-aware precoding scheme by leveraging an accurately designed channel twin model to obtain realistic channel state information (CSI) for cellular communication systems.

AI-Driven Human-Autonomy Teaming in Tactical Operations: Proposed Framework, Challenges, and Future Directions

no code implementations28 Oct 2024 Desta Haileselassie Hagos, Hassan El alami, Danda B. Rawat

By identifying and discussing critical research challenges and knowledge gaps in this framework, our work aims to guide the advancement of AI-driven HAT for optimizing tactical operations.

Decision Making

Reinforcement Learning-enabled Satellite Constellation Reconfiguration and Retasking for Mission-Critical Applications

no code implementations3 Sep 2024 Hassan El alami, Danda B. Rawat

The development of satellite constellation applications is rapidly advancing due to increasing user demands, reduced operational costs, and technological advancements.

Q-Learning Reinforcement Learning (RL)

Neuro-Symbolic AI for Military Applications

no code implementations17 Aug 2024 Desta Haileselassie Hagos, Danda B. Rawat

We further explore its potential to solve complex tasks in various domains, in addition to its applications in military contexts.

Decision Making

Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

no code implementations20 Jul 2024 Desta Haileselassie Hagos, Rick Battle, Danda B. Rawat

The emergence of Generative Artificial Intelligence (AI) and Large Language Models (LLMs) has marked a new era of Natural Language Processing (NLP), introducing unprecedented capabilities that are revolutionizing various domains.

Metaverse Survey & Tutorial: Exploring Key Requirements, Technologies, Standards, Applications, Challenges, and Perspectives

no code implementations7 May 2024 Danda B. Rawat, Hassan El alami, Desta Haileselassie Hagos

Through this detailed investigation, our goal is to articulate the scientific contributions of this survey paper, transcending a mere structural overview to highlight the transformative implications of the metaverse.

Survey

Trustworthy Artificial Intelligence Framework for Proactive Detection and Risk Explanation of Cyber Attacks in Smart Grid

no code implementations12 Jun 2023 Md. Shirajum Munir, Sachin Shetty, Danda B. Rawat

The rapid growth of distributed energy resources (DERs), such as renewable energy sources, generators, consumers, and prosumers in the smart grid infrastructure, poses significant cybersecurity and trust challenges to the grid controller.

Fairness

Gradient Ascent Algorithm for Enhancing Secrecy Rate in Wireless Communications for Smart Grid

no code implementations11 Aug 2021 Neji Mensi, Danda B. Rawat, Elyes Balti

Unlike state-of-the-art, we design and evaluate the Gradient Ascent algorithm to search for the best combiners/waveform that maximizes the secrecy capacity in smart grid communications.

Management

Reinforcement Learning for IoT Security: A Comprehensive Survey

no code implementations14 Feb 2021 Aashma Uprety, Danda B. Rawat

Machine learning has been proposed as one of the emerging solutions for IoT security and Reinforcement learning is gaining more popularity for securing IoT systems.

BIG-bench Machine Learning Deep Reinforcement Learning +3

Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPS

no code implementations14 Feb 2021 Felix Olowononi, Danda B. Rawat, Chunmei Liu

Furthermore, with this paper, readers can have a thorough understanding of recent advances on ML-based security and securing ML for CPS and countermeasures, as well as research trends in this active research area.

BIG-bench Machine Learning

Securing V2I Communications in 5G and Beyond Wireless System Using Gradient Ascent Approach

no code implementations1 Feb 2021 Neji Mensi, Danda B. Rawat, Elyes Balti

The 5G and beyond wireless systems, instead of being just an extension of 4G, are regarded as `network of networks' which is expected to integrate heterogeneous wireless networks including wireless vehicular networks (WVN).

PLS for V2I Communications Using Friendly Jammer and Double kappa-mu Shadowed Fading

1 code implementation17 Oct 2020 Neji Mensi, Danda B. Rawat, Elyes Balti

The concept of intelligent transportation systems (ITS) is considered to be a highly promising area of research due to its diversity of unique features.

Diversity

Physical Layer Security for V2I Communications: Reflecting Surfaces Vs. Relaying

no code implementations14 Oct 2020 Neji Mensi, Danda B. Rawat, Elyes Balti

Wireless vehicular network (WVN) is exponentially gaining attention from industries and researchers since it is the Keystone of intelligent transportation systems (ITS).

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