activity
20172026
most citedEnd-to-End Learning for VCSEL-based Optical Interconnects: State-of-the-Art, Challenges, and Opportunities

48 citations · 69 across the 14 of their papers we have counts for

collaborators

16 papers

cs.IT2026

Integrating OTFS in Airplane-Aided Next-Generation Networking

Ashok S Kumar, Shashank Shekhar, Gokularam Muthukrishnan +2

Next-generation networks explore the opportunistic assistance of airliner/high-altitude platforms (HAPs) in delivering high data rates for terrestrial networks to ensure consistent…

cs.CR2025

Multi-Domain Security for 6G ISAC: Challenges and Opportunities in Transportation

Musa Furkan Keskin, Muralikrishnan Srinivasan, Onur Gunlu +5

Integrated sensing and communication (ISAC) will be central to 6G-enabled transportation, providing both seamless connectivity and high-precision sensing. However, this tight integ…

cs.CR2024

AoA-Based Physical Layer Authentication in Analog Arrays under Impersonation Attacks

Muralikrishnan Srinivasan, Linda Senigagliesi, Hui Chen +3

We discuss the use of angle of arrival (AoA) as an authentication measure in analog array multiple-input multiple-output (MIMO) systems. A base station equipped with an analog arra…

cs.IT2022★ 48 cited

End-to-End Learning for VCSEL-based Optical Interconnects: State-of-the-Art, Challenges, and Opportunities

Muralikrishnan Srinivasan, Jinxiang Song, Alexander Grabowski +8

Optical interconnects (OIs) based on vertical-cavity surface-emitting lasers (VCSELs) are the main workhorse within data centers, supercomputers, and even vehicles, providing low-c…

eess.SP2022

Smart Channel State Information Pre-processing for Joint Authentication and Secret Key Distillation

Muralikrishnan Srinivasan, Sotiris Skaperas, Arsenia Chorti +3

While the literature on RF fingerprinting-based authentication and key distillation is vast, the two topics have customarily been studied separately. In this paper, starting from t…

cs.IT2021★ 1 cited

Joint Power-control and Antenna Selection in User-Centric Cell-Free Systems with Mixed Resolution ADC

Shashank Shekhar, Athira Subhash, Muralikrishnan Srinivasan +1

In this paper, we propose a scheme for the joint optimization of the user transmit power and the antenna selection at the access points (AP)s of a user-centric cell-free massive mu…

cs.IT2021★ 8 cited

On the Use of CSI for the Generation of RF Fingerprints and Secret Keys

Muralikrishnan Srinivasan, Sotiris Skaperas, Arsenia Chorti

This paper presents a systematic approach to use channel state information for authentication and secret key distillation for physical layer security (PLS). We use popular machine…

cs.IT2021★ 1 cited

Outage Probability Analysis of Uplink Cell-Free Massive MIMO Network with and without Pilot Contamination

Shashank Shekhar, Muralikrishnan Srinivasan, Sheetal Kalyani +1

This paper derives approximate outage probability (OP) expressions for uplink cell-free massive multiple-input-multiple-output (CF-mMIMO) systems with and without pilot contaminati…

eess.SP2021★ 7 cited

Airplane-Aided Integrated Next-Generation Networking

Muralikrishnan Srinivasan, Sarath Gopi, Sheetal Kalyani +2

A high-rate yet low-cost air-to-ground (A2G) communication backbone is conceived for integrating the space and terrestrial network by harnessing the opportunistic assistance of the…

cs.IT2020★ 1 cited

Green DetNet: Computation and Memory efficient DetNet using Smart Compression and Training

Nancy Nayak, Thulasi Tholeti, Muralikrishnan Srinivasan +1

This paper introduces an incremental training framework for compressing popular Deep Neural Network (DNN) based unfolded multiple-input-multiple-output (MIMO) detection algorithms…

cs.IT2019

Transmit Power Policy and Ergodic Multicast Rate Analysis of Cognitive Radio Networks in Generalized Fading

Athira Subhash, Muralikrishnan Srinivasan, Sheetal Kalyani +1

This paper determines the optimum secondary user power allocation and ergodic multicast rate of point-to-multipoint communication in a cognitive radio network in the presence of ou…

cs.IT2019

Joint power and resource allocation of D2D communication with low-resolution ADC

Muralikrishnan Srinivasan, Athira Subhash, Sheetal Kalyani

This paper considers the joint power control and resource allocation for a device-to-device (D2D) underlay cellular system with a multi-antenna BS employing ADCs with different res…

cs.IT2018

Asymptotic maximum order statistic for SIR in shadowed fading

Athira Subhash, Muralikrishnan Srinivasan, Sheetal Kalyani

Using tools from extreme value theory (EVT), it is proved that, when the user signal and the interferer signals undergo independent and non-identically distributed (i.n.i.d.) …

cs.IT2018

Analysis of Outage Probability of MRC with co-channel interference

Muralikrishnan Srinivasan, Sheetal Kalyani

Approximate outage probability expressions are derived for systems employing maximum ratio combining, when both the desired signal and the interfering signals are subjected to $η-μ…

eess.SP2017

Analysis of Optimal Combining in Rician Fading with Co-channel Interference

Muralikrishnan Srinivasan, Sheetal Kalyani

Approximate Symbol error rate (SER), outage probability and rate expressions are derived for receive diversity system employing optimum combining when both the desired and the inte…

cs.IT2017★ 3 cited

Approximate Random Matrix Models for Generalized Fading MIMO Channels

Muralikrishnan Srinivasan, Sheetal Kalyani

Approximate random matrix models for and faded multiple input multiple output (MIMO) communication channels are derived in terms of a complex Wishart matrix. The propos…