In today’s world, wireless communication has become a necessity due to the growing reliance on data-intensive Internet usage. The growing need for high transmission rates in bandwidth-intensive applications,such as ...
Kumar, Kriti; Majumdar, Angshul (Advisor); Chandra, M Girish (Advisor)(IIIT-Delhi, 2025-05)
Domain Adaptation (DA) techniques facilitate knowledge transfer from labeled data of a source domain to improve model performance on partially labeled or unlabeled target domain data, where source and target data have ...
Over the past decade, there has been an exponential rise of high-data-rate, ultra-low-latency, and bandwidth-hungry applications at the client’s end, which has increased data traffic many-fold. Recent developments in 5G ...
Over the years, distributed adaptive parameter estimation/control for multi-agent systems (MASs) has gained a lot of attention in the form of dynamical systems, where the concept of cooperative persistence of excitation ...
The evolution of next-generation communication systems, driven by applications like smart cities, factories of future, and autonomous vehicles, has led to a surge in communication devices and applications facilitated by ...
This thesis aims to propose an efficient resource allocation framework to ensure the quality of service (QoS) to the users. The frameworks proposed in this dissertation can be efficiently utilized to provide QoS guarantees ...
In recent years, Machine Learning (ML) and Artificial Intelligence (AI) have become one of the hot topics for research and have found their use in various applications across different sectors like healthcare, automotive, ...
With the advent of connected autonomous vehicles, we are expecting to witness a new era of un- precedented user experiences, improved road safety, a wide range of compelling transportation applications, etc. A large number ...
Public transportation can be a potential source of generating a tremendous amount of data as a part of its daily operation. GPS (Global Positioning System) installed system can be used to track the position of buses and ...
Verma, Astha; Subramanyam, A V (Advisor); Shah, Rajiv Ratn (Advisor)(IIIT-Delhi, 2023-09)
Generative modeling and adversarial learning have significantly advanced the field of computer vision, particularly in object recognition and synthesis, unsupervised domain adaptation, and adversarial attacks and defenses. ...
Rout, Sidhartha Sankar; Deb, Sujay (Advisor)(IIIT-Delhi, 2023-06)
As the computation is moving towards the exascale era, more and more number of processing cores of heterogeneous natures are getting embedded in a System-on-Chip (SoC). The growing demands for high-performance and increased ...
Anwar, Dil Nashin; Srivastava, Anand (Advisor)(IIIT-Delhi, 2023-06)
IoT interconnect everyday objects via the internet, enabling them to send and receive data by transceivers embedded in it. The number of IoT devices is estimated to reach billions, contributing to half of the global connected ...
M, Amith; Sujit, PB (Advisor)(IIIT-Delhi, 2023-04-17)
Autonomous aerial vehicles (AAVs) are extensively used in civilian and military applications like aerial surveying, search and rescue, transportation, border patrolling, etc. In most applications, achieving the objectives ...
Saxena, Antra; Hashmi, Mohammad S. (Advisor)(IIIT-Delhi, 2022-12)
The last two years have shown a different life scenario when the pandemic hit every part of the world. It reshaped the life of humans rapidly by forcing work from home, online education, online shopping and more. The ...
Large-scale characterization of the human genome has enabled the extensive study of the diverse genomic alterations present in humans. The integrative analyses of the various alterations provide a detailed understanding ...
Shaikh, Mohd Hamza Naim; Bohara, Vivek Ashok (Advisor); Srivastava, Anand (Advisor)(IIIT-Delhi, 2023-01)
The widespread proliferation of wireless services in daily life has boosted the demand for
very high data rates. This plunge in data rate leads to an increase in energy consumption.
As a result, in order to meet the ...
Most of the current wireless networks are radio frequency (RF) based, however, these networks are regularly confronted with growing demand for higher data rates. Watching high-definition live stream videos and accessing
...
Tiwari, Bhawna; Bahubalindruni, Pydi Ganga Mamba (Advisor); Barquinha, Pedro (Advisor); Goes, João (Advisor); Deb, Sujay (Advisor)(IIIT-Delhi, 2022-12)
The successive approximation-register (SAR) analog-to-digital converters (ADCs) have excellent energy efficiency compared to other Nyquist-rate ADCs like Flash,Pipeline, etc. The simplest form of a SAR ADC employs ...
Non-Intrusive Load Monitoring (NILM), also known as Energy Disaggregation, is the process of segregating a building’s total electricity consumption into its appliances by appliance consumption from the smart meter data. ...
Next-generation applications such as augmented reality, virtual reality, teleoperated driving, and video streaming, along with a wide spectrum of real-time monitoring and actuation applications, are expected to challenge ...