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Year-2022

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Recent Submissions

Counterfactual inference framework for joint estimation of medical costs, treatment effect and time-to-event

Khan, Zuber; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2022-12)

Optimal treatment selection is extremely crucial in emergency situations such as for a patient admitted in ICU. However, the chosen medical treatment may not necessarily be a financially favorable choice. In some of the ...
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 ...
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 ...
A practical methodology to waive marginal timing violations using machine learning

Kumar, Rajat; Saurabh, Sneh (Advisor) (IIIT-Delhi, 2022-07)

Achieving timing closure is a challenging task, and it becomes more complicated due to the artificial pessimism in the traditional timing models of the flip-flops. During the signoff stages, we can alleviate this problem ...
An artificial neural network based incremental placer for wire length reduction

Gagandeep; Saurabh, Sneh (Advisor) (IIIT-Delhi, 2022-08)

The total wire length of a design affects various QoR measures such as timing, power, and routability. Hence, it is a critical parameter to optimize in physical design. Post global routing, the total wire length can be ...
A sense amplifier based bulk built-in current sensor for detecting laser-induced currents

Batabyal, Debjit; Grover, Anuj (Advisor); Kumar, Ashish (Advisor) (IIIT-Delhi, 2022-07)

Soft errors can occur when integrated circuits (ICs) are subjected to hostile conditions in space, the upper atmosphere, or even on Earth. For more than four decades, researchers have been studying similar phenomena. Among ...
Hardware software co-design of deep learning augmented wireless channel estimation

Sharma, Animesh; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2022-12)

The feasibility study of deep learning (DL) approaches for reliable, flexible, and high throughput wireless physical layer (PHY) has received significant interest from academia and industry. In this direction, 3GPP has set ...
Power estimation of in-memory compute based memory arrays using simulink blocks

Mohd, Aamir; Grover, Anuj (Advisor) (IIIT-Delhi, 2022-10)

System-on-Chip (SoC) incorporates all the components of any system onto a single integrated circuit. Their compact, power-efficient architecture allows them to be used in various applications like automotive, consumer ...
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 ...
Relative position covariance estimation of resident space objects using extrapolated single propagation technique

Suresh, Ardra; Biswas, Sanat (Advisor) (IIIT-Delhi, 2022-07)

Due to the ever-increasing space activities, there has been a stark increase in the number of space objects and debris, which include defunct satellites, pieces of space hardware, and launch vehicle remains. This poses a ...
Exploring RF data converters on RFSoC platform

Sharma, Somya; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2022-07-04)

The evolution of conventional field-programmable gate array (FPGA) platforms to all programmable multi-processor system-on-chip (MPSoC) platforms in the last decade has comprehensively addressed the scalability and flexibility ...
Hardware software co-design of 5G NR polar encoder and decoder on system-on-Chip

Mansi; Darak, Sumit Jagdish (Advisor) (IIITD, 2022-06-30)

Channel encoder and decoder are critical components of the wireless physical layer (PHY), enabling the transceiver to overcome transmission errors due to wireless channel fading and interference. In 5G, polar encoder and ...

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