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  • Demonstration of federated averaging using zigbee and SDR 
    Singh, Monika; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-29)
    Wireless devices, including mobile phones, laptops, autonomous driving, UAT, etc., generate an enormous amount of local data, which could be employed to train machine learning models for decision-making and improve prediction ...
  • Deployable dashboard for ICU models 
    Somannagari, Neha Reddy; Sethi, Tavpritesh (Advisor) (2021-05)
    Health care systems all around the world have an ever-growing burden of intensive care on them. Complications such as sepsis, organ failure and shock contribute to a large portion of the deaths. However they can be treated ...
  • Deployment and active learning of species categorization module 
    Pahuja, Jayan; Anand, Saket (Advisor) (IIIT-Delhi, 2023-11-29)
    This project focused on the deployment of a deep learning model for species categorization and retraining on the cloud using the YOLOv5x architecture. The goal was to create a web application that allows users to upload ...
  • Design & optimizing distributed learning gradients using control theory 
    Mehrotra, Sparsh; Roy, Sayan Basu (Advisor) (IIIT-Delhi, 2023-12)
    We use different optimizers in everyday Machine Learning and Deep Learning applications. The task for any machine learning algorithm is to 𝑚𝑖𝑛 𝑓 (𝑥), where 𝑓 is the objective function and 𝑥 is the input parameter. ...
  • Design & performance analysis of wireless radar receiver for joint radar communication systems on RFSoC 
    Jha, Shragvi Sidharth; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2022-05)
    Autonomous vehicles are becoming prevalent day-by-day, and with the advent of such technology comes its various safety risks and challenges. The primary objective is to improve road safety and mobility for all users. The ...
  • Design and analysis of approximate matching algorithms 
    Singh, Monika; Chang, Donghoon (Advisor); Sanadhya, Somitra Kumar (Advisor) (IIIT-Delhi, 2022-02)
    With the rapid growth of the World Wide Web and the Internet of Things, huge amounts of digital data are being produced everyday. Digital forensics investigators face an uphill battle when they have to manually screen ...
  • Design and analysis of LSH based techniques for inner product 
    Guntakindapalli, Venkatesh; Bera, Debajyoti (Advisor) (2017-05)
    Locality sensitive hashing(LSH) is a hashing scheme that hashes objects into several buckets such that objects that are similar hashes into the same bucket and objects that are dissimilar hashes into different bucket with ...
  • Design and analysis of password-based authentication systems 
    Mishra, Sweta; Chang, Donghoon (Advisor); Sanadhya, Somitra Kumar (Advisor) (IIIT-Delhi, 2017-10)
    Passwords are the most widely deployed means of human-computer authentication since the early 1960s. The use of passwords, which are usually low in entropy, is delicate in cryptography because of the possibility of launching ...
  • Design and analysis of random number generator 
    Himani; Sharma, Shubham; Chang, Donghoon (Advisor) (2017-04-18)
    We have researched on OpenSSL Random Number Generator (RNG) and Linux Random Number Generator and read about the vulnerabilities and loopholes in the RNGs which make it easier for the adversary to attack on the RNGs and ...
  • Design and analysis of sense amplifier topologies for volatile and non-volatile memories 
    Arora, Disha; Hashmi, Mohammad S. (Advisor) (2016-09-12)
    The growing gap between the processor and embedded memory speed is a major setback in the overall performance of electronic systems. Since the sense amplifier (SA) forms an integral part of the read circuitry in both ...
  • Design and development of AI-based computational tools for identifying predictive biomarkers and signaling pathways for blood cancer 
    Ruhela, Vivek; Gupta, Anubha (Advisor); Gupta, Ritu (Advisor) (IIIT-Delhi, 2024-05)
    Blood cancer has emerged as a growing concern over the past decade, necessitating early detection for timely and effective treatment. Traditional methods of diagnosing blood cancers involve a series of pathological tests ...
  • Design and development of smartphone based health monitoring system 
    Kochar, Adwit Singh; Bansal, Pabitra; Singh, Rahul; Agrawal, Yashwin; Deb, Sujay (Advisor) (IIIT-Delhi, 2021-12)
    Critical health parameters such as SpO2 and Blood Pressure play a massive role in determining a person’s health condition, and hence their tracking and monitoring are essential. Currently, the problem with health monitoring ...
  • Design and development of trip planning and public information system for public transit 
    Kumar, Ajay; Biyani, Pravesh (Advisor) (IIIT-Delhi, 2022-07)
    In today’s world, it is no exaggeration that the environment and all its organisms face a threat due to environmental degradation of many kinds, and public transportation may be the answer to all the problems. It will help ...
  • Design and engineer the Controller and planner for the E-rick 
    Singhal, Shitij; Kaul, Sanjit Krishnan (Advisor) (2017-04-18)
    An autonomous vehicle is a vehicle which has the capabilities to move from one location to another with the help of inputs from various sensors connected to a computer which are used to plan the path for the vehicle, without ...
  • Design and evaluating performance of hardware accelerators for implementation of neural networks 
    Marwah, Sahas; Dubey, Suyash Kumar; Grover, Anuj (Advisor) (2023-12)
    Neural networks have emerged as a powerful tool in machine learning and deep learning, showcasing remarkable capabilities in image recognition, natural language processing, and autonomous decision-making tasks. However, ...
  • Design and performance analysis of indoor visible light communication system considering human blockages 
    Singh, Anand; Srivastava, Anand (Advisor); Bohara, Vivek Ashok (Advisor) (IIIT-Delhi, 2023-01)
    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 ...
  • Design and performance modelling of cloud-based sensing-as-a-service platform 
    Amit; Naik, Vinayak (Advisor) (2014-07-10)
    The area of sensing has witnessed signi cant development over the past two decades. Body of work on sensors has focused on individual sensors, sensor networks, in-network data processing and distributed query processing. ...
  • Design and prototype of 802.11ad based joint radar communication architecture 
    Kumar, Daksh; Govil, Aryan; Darak, Sumit (Advisor) (IIIT-Delhi, 2023-12-12)
    In the millimetre wave and sub-6 GHz band, next-generation wireless communication systems are anticipated to offer high-mobility Vehicle to Everything (V2X) communication services. This necessitates precise user tracking ...
  • Design and prototype of 802.11ad based joint radar communication transceiver on FPGA 
    Reddy, Krishna Neel; Joshi, Kshtiz; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2022-05)
    Next generation wireless communication systems are expected to support high-mobility Vehicle to everything (V2X) communication services in sub-6 GHz as well as millimeter wave spectrum. This demands accurate tracking of ...
  • Design of a fully on-chip linear regulator 
    Khandelwal, Rimjhim; Hashmi, Mohammad S. (Advisor) (2017-05)
    Power conditioning circuits form an integral part of a memory chip. Various blocks on a memory chip require uninterrupted power supply that are independent of the load conditions. The program, erase and read operations in ...

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