Sumit J Darak

About Sumit J Darak

Sumit J Darak, With an exceptional h-index of 17 and a recent h-index of 13 (since 2020), a distinguished researcher at Indraprastha Institute of Information Technology, specializes in the field of Reconfigurable and Intelligent AI, Machine Learning for Wireless, 5G PHY.

His recent articles reflect a diverse array of research interests and contributions to the field:

Low complexity deep learning augmented wireless channel estimation for pilot-based ofdm on zynq system on chip

Low complexity high speed deep neural network augmented wireless channel estimation

Beam Alignment in Multipath Environments for Integrated Sensing and Communication Using Bandit Learning

Design and Performance Analysis of Hardware Realization of 3GPP Physical Layer for 5G Cell Search

Radar Enhanced Multi-Armed Bandit for Rapid Beam Selection in Millimeter Wave Communications

Microservice-based in-network security framework for FPGA NICs

Deep neural network augmented wireless channel estimation for preamble-based ofdm phy on zynq system on chip

Hardware Software Co-Design Based Reconfigurable Radar Signal Processing Accelerator for Joint Radar-Communication System

Sumit J Darak Information

University

Position

Associate Professor

Citations(all)

904

Citations(since 2020)

630

Cited By

555

hIndex(all)

17

hIndex(since 2020)

13

i10Index(all)

30

i10Index(since 2020)

20

Email

University Profile Page

Indraprastha Institute of Information Technology

Google Scholar

View Google Scholar Profile

Sumit J Darak Skills & Research Interests

Reconfigurable and Intelligent AI

Machine Learning for Wireless

5G PHY

Top articles of Sumit J Darak

Title

Journal

Author(s)

Publication Date

Low complexity deep learning augmented wireless channel estimation for pilot-based ofdm on zynq system on chip

IEEE Transactions on Circuits and Systems I: Regular Papers

Animesh Sharma

Syed Asrar Ul Haq

Sumit J Darak

2024/3/6

Low complexity high speed deep neural network augmented wireless channel estimation

arXiv preprint arXiv:2311.08689

Varun Singh

Bhanu Teja Tanaji

Sumit Darak

2023/11/15

Beam Alignment in Multipath Environments for Integrated Sensing and Communication Using Bandit Learning

IEEE Journal of Selected Topics in Signal Processing

Akanksha Sneh

Shobha Sundar Ram

Sumit J Darak

Aakanksha Tewari

2024/4/22

Design and Performance Analysis of Hardware Realization of 3GPP Physical Layer for 5G Cell Search

Chips

Khalid Lodhi

Jayant Chhillar

Sumit J Darak

Divisha Sharma

2023/10/7

Radar Enhanced Multi-Armed Bandit for Rapid Beam Selection in Millimeter Wave Communications

IEEE Communications Letters

Akanksha Sneh

Sumit Darak

Shobha Sundar Ram

Manjesh Hanawal

2023/7/3

Microservice-based in-network security framework for FPGA NICs

Lasani Hussain

Mayank Rawat

Neeraj Kumar Yadav

Sumit Darak

Praveen Tammana

...

2023/5/1

Deep neural network augmented wireless channel estimation for preamble-based ofdm phy on zynq system on chip

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Syed Asrar Ul Haq

Abdul Karim Gizzini

Shakti Shrey

Sumit J Darak

Sneh Saurabh

...

2023/5/19

Hardware Software Co-Design Based Reconfigurable Radar Signal Processing Accelerator for Joint Radar-Communication System

arXiv preprint arXiv:2303.01702

Shragvi Sidharth Jha

Aakanksha Tewari

Sumit J Darak

Akanksha Sneh

Shobha Sundar Ram

2023/3/3

In-network processing for 5G crypto using FPGA-based NICs

Ritika Nagar

Rinku Shah

Sumit Jagdish Darak

2023/11/29

IEEE 802.11 ad Based Joint Radar Communication Transceiver: Design, Prototype and Performance Analysis

IEEE Transactions on Vehicular Technology

Akanksha Sneh

Soumya Jain

V Sri Sindhu

Shobha Sundar Ram

Sumit Darak

2023/11/15

Exploiting side information for improved online learning algorithms in wireless networks

arXiv preprint arXiv:2202.11699

Manjesh K Hanawal

Sumit J Darak

2022/2/16

Design and prototype of 802.11 ad based joint radar communication transceiver on FPGA

Krishna Neel Reddy

Kshtiz Joshi

Sumit Jagdish Darak

2022

Multiarmed bandit algorithms on Zynq system-on-chip: Go frequentist or Bayesian?

IEEE Transactions on Neural Networks and Learning Systems

SV Sai Santosh

Sumit J Darak

2022/7/19

Exploiting Side Information for Intelligent and Reconfigurable PHY: Experiments on LTE Transceivers

Harsh Verma

Hritik Goel

Sumit Jagdish Darak

Manjesh K Hanawal

2022/1/4

Low complexity reconfigurable physical layer for the l-band digital aeronautical communications system

Niharika Agrawal

Sumit J Darak

2022

Software prototype of IEEE 802.11 ad based joint radar communication receiver

V Sindhu

Shobha Sundar Ram

Sumit Jagdish Darak

2022

Exploring RF data converters on RFSoC platform

Somya Sharma

Sumit Jagdish Darak

2022/7/4

Hardware software co-design of deep learning augmented wireless channel estimation

Animesh Sharma

Sumit Jagdish Darak

2022

Hardware software co-design of 5G NR polar encoder and decoder on system-on-Chip

Sumit Jagdish Darak

2022/6/30

Developing solutions for remote SoC labs

Anmol Goyal

Sumit Jagdish Darak

2022

See List of Professors in Sumit J Darak University(Indraprastha Institute of Information Technology)

Co-Authors

H-index: 27
Christophe Moy

Christophe Moy

Université de Rennes 1

H-index: 27
Edmund Lai

Edmund Lai

Auckland University of Technology

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