IIIT-Delhi Institutional Repository

Browsing by Author "Darak, Sumit Jagdish (Advisor)"

Browsing by Author "Darak, Sumit Jagdish (Advisor)"

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  • Neural network-aided channel estimation for hybrid beamforming in mm wave massive mimo systems: an interim report 
    Gulati, Anurag; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)
    Millimeter wave (mmWave) massive multiple input multiple output (mMIMO) systems are at the core of fifth-generation (5G) and beyond-fifth-generation (B5G) technologies due to their ability to support error-free communication ...
  • Performing crypto algorithms at 100 gbps bandwidth 
    Kumar, Prateek; Shah, Rinku (Advisor); Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-12-05)
    Data centers increasingly offload compute-intensive tasks to SmartNICs to optimize server resources for diverse applications. These SmartNICs, equipped with FPGA boards, are programmed to process data, substituting server ...
  • Reconfigurable and intelligent architectures for deep learning algorithms 
    Rajesh, Rohith; Darak, Sumit Jagdish (Advisor); Jain, Akshay (Advisor) (IIIT-Delhi, 2021-12)
    Throughout the course of this BTP, we e ciently implement a Deep Learning Architecture(DLWSS) for Spectrum Sensing problem on the FPGA. This involved training the model from scratch on Pytorch/Keras, extracting the weights ...
  • Reconfigurable architectures for online machine learning 
    Santosh, Siripurapu Venkata Sai; Darak, Sumit Jagdish (Advisor) (IIIT- Delhi, 2020-12)
    Multi-armed bandit (MAB) algorithms are designed to identify the best arm among several arms in an unknown environment. They guarantee optimal balance between exploration (select all arms sufficient number of times) and ...
  • Software and hardware prototype of ieee 802.11ad based joint radar communication transmitter 
    Jain, Soumya; Ram, Shobha Sundar (Advisor); Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2022-07)
    Next-generation wireless communication systems are expected to support high-mobility and high-bandwidth vehicle-to-everything (V2X) communications in sub-6 GHz and millimeter wave (mmWave) spectrum. The deployment in mmWave ...
  • Software prototype of IEEE 802.11ad based joint radar communication receiver 
    Sindhu, V Sri; Ram, Shobha Sundar (Advisor); Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2022-09)
    Rapid beam alignment is required to support high gain millimeter wave (mmW) communication links between a base station (BS) and mobile users (MU). The standard IEEE 802.11ad protocol enables beam alignment at the BS ...
  • TA allocation system 
    Sony, Atyant; Palia, Arnav Kumar; Bansal, Mohit; Gupta, Nikhil; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)
    This report addresses significant challenges in our academic institution's manual Teaching Assistant (TA) allocation process. The current system relies on time-consuming Excel sheets and email-based communication, leading ...
  • Transfer reinforcement learning framework for energy saving in next generation wireless networks 
    Sharma, Shreyata; Srivastava, Anand (Advisor); Darak, Sumit Jagdish (Advisor) (2016-09-13)
    Recent upsurge in data intensive applications over wireless communication networks is stimulating rapid expansion of such networks and thus presenting new research challenges pertaining to their efficient deployment. In ...

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