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Viewing Publication 1 - 100 from 353

2024

Tensor Completion Algorithm and Its Applications to Wireless Edge Caching and Hyper- Spectral ImagingNavneet Garg 0001, Zhikai Liu, Tharmalingam Ratnarajah. access, 12:19520-19531, 2024. [doi]

Impact of Phase Noise in Downlink STAR-RIS-Aided Massive MIMO SystemsHanxiao Ge, Anastasios K. Papazafeiropoulos, Tharmalingam Ratnarajah. icl, 28(2):392-396, February 2024. [doi]

Novel statistical time series data augmentation and machine learning based classification of unobtrusive respiration data for respiration Digital Twin modelSagheer Khan, Aaesha Alzaabi, Tharmalingam Ratnarajah, Tughrul Arslan. cbm, 168:107825, January 2024. [doi]

Multi-Agent Federated Reinforcement Learning Strategy for Mobile Virtual Reality Delivery NetworksZhikai Liu, Navneet Garg 0001, Tharmalingam Ratnarajah. tnse, 11(1):100-114, January - February 2024. [doi]

Performance Analysis of In-Band-Full-Duplex Multi-Cell Wideband IAB NetworksJunkai Zhang, Tharmalingam Ratnarajah. access, 12:47024-47040, 2024. [doi]

2023

Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR SystemAnkit Gupta 0008, Abhijeet Bishnu, Tharmalingam Ratnarajah, Ahsan Adeel, Amir Hussain 0001, Mathini Sellathurai. globecom 2023: 4110-4115 [doi]

End-to-End Learning-Based Full-Duplex Amplify-and-Forward Relay NetworksAnkit Gupta 0008, Mathini Sellathurai, Tharmalingam Ratnarajah. tcom, 71(1):199-213, 2023. [doi]

Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aidsAbhijeet Bishnu, Ankit Gupta 0008, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Ahsan Adeel, Amir Hussain 0001, Mathini Sellathurai, Tharmalingam Ratnarajah. iscas 2023: 1 [doi]

Towards an FPGA Implementation of IOT-Based Multi-Modal Hearing AID SystemGodwin Enemali, Abhijeet Bishnu, Tharmalingam Ratnarajah, Tughrul Arslan. icassp 2023: 1-4 [doi]

A Rate-Splitting Approach for RIS-Aided Massive MIMO Networks with Transceiver DesignHanxiao Ge, Navneet Garg 0001, Anastasios K. Papazafeiropoulos, Tharmalingam Ratnarajah. spawc 2023: 541-545 [doi]

Transceiver Design for IRS-Aided Massive MIMO Networks With Rate-SplittingHanxiao Ge, Navneet Garg 0001, Anastasios K. Papazafeiropoulos, Tharmalingam Ratnarajah. access, 11:142162-142176, 2023. [doi]

A Novel Digital Twin (DT) Model Based on WiFi CSI, Signal Processing and Machine Learning for Patient Respiration Monitoring and Decision-SupportSagheer Khan, Aaesha Alzaabi, zafar iqbal, Tharmalingam Ratnarajah, Tughrul Arslan. access, 11:103554-103568, 2023. [doi]

OFDM-based Dual Function Communications-Radar Utilizing the 4D Modified Matrix Pencil MethodSamuel P. Lavery, Navneet Garg 0001, Tharmalingam Ratnarajah. icdsp 2023: 1-5 [doi]

In-Band Full-Duplex Integrated Sensing and Communication Using OTFS WaveformsHaifeng Luo, Abhijeet Bishnu, Tharmalingam Ratnarajah. acssc 2023: 768-773 [doi]

A Channel Frequency Response-Based Secret Key Generation Scheme in In-band Full-duplex MIMO SystemsHaifeng Luo, Navneet Garg 0001, Tharmalingam Ratnarajah. icc 2023: 5873-5878 [doi]

A Channel Frequency Response-Based Secret Key Generation Scheme in In-Band Full-Duplex MIMO-OFDM SystemsHaifeng Luo, Navneet Garg 0001, Tharmalingam Ratnarajah. jsac, 41(9):2951-2965, September 2023. [doi]

Beamforming Design for In-Band Full-Duplex Multi-Cell Multi-User MIMO Networks With Global and Local CSIHaifeng Luo, Navneet Garg 0001, Tharmalingam Ratnarajah. tvt, 72(8):10218-10233, August 2023. [doi]

In-Band Full-Duplex Radios in 6G Networks: Implementation and ApplicationsHaifeng Luo, Abhijeet Bishnu, Tharmalingam Ratnarajah. ftnet, 13(1):1-105, 2023. [doi]

Communication Channel-Aware Federated Distillation For Massive MIMO SystemsYuchen Mu, Navneet Garg 0001, Tharmalingam Ratnarajah. spawc 2023: 436-440 [doi]

Air-Ground OTFS in-Band-Full-Duplex Integrated Sensing and Communications SystemsJunkai Zhang, Tharmalingam Ratnarajah. icc 2023: 2637-2642 [doi]

2022

A Sequential Experience-driven Contextual Bandit Policy for MIMO TWAF Online Relay SelectionAnkit Gupta 0008, Mathini Sellathurai, Tharmalingam Ratnarajah. spawc 2022: 1-5 [doi]

Incremental Learning-based MIMO Relay SelectionAnkit Gupta 0008, Mathini Sellathurai, Venkata Vakamulla Mani, Tharmalingam Ratnarajah. wcci 2022: [doi]

A Stacked Autoencoder-based Decode-and-Forward Relay Networks with I/Q ImbalanceAnkit Gupta 0008, Mathini Sellathurai, Tharmalingam Ratnarajah. wcci 2022: [doi]

A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aidsAbhijeet Bishnu, Ankit Gupta 0008, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain 0001, Mathini Sellathurai, Tharmalingam Ratnarajah. healthcom 2022: 75-80 [doi]

Power Allocation For Full-duplex Two-way Wiretap ChannelNavneet Garg, Tharmalingam Ratnarajah. spawc 2022: 1-5 [doi]

Generalized Superimposed Training Scheme in IRS-Assisted Cell-Free Massive MIMO SystemsNavneet Garg, Hanxiao Ge, Tharmalingam Ratnarajah. jstsp, 16(5):1157-1171, 2022. [doi]

Improved Rate-Energy Trade-Off for SWIPT Using Chordal Distance Decomposition in Interference Alignment NetworksNavneet Garg, Avinash Rudraksh, Govind Sharma 0004, Tharmalingam Ratnarajah. tgcn, 6(2):917-929, 2022. [doi]

Generalized Superimposed Training Scheme in Cell-Free Massive MIMO SystemsNavneet Garg, Tharmalingam Ratnarajah. TWC, 21(9):7668-7681, 2022. [doi]

Channel Estimation for Generalized Superimposed Cell-free Massive MIMO-OFDM SystemsHanxiao Ge, Navneet Garg, Tharmalingam Ratnarajah. spawc 2022: 1-5 [doi]

Design of Generalized Superimposed Training for Uplink Cell-free Massive MIMO SystemsHanxiao Ge, Navneet Garg, Tharmalingam Ratnarajah. vtc 2022: 1-5 [doi]

Generalized Superimposed Channel Estimation for Uplink RIS-aided Cell-free Massive MIMO SystemsHanxiao Ge, Navneet Garg, Tharmalingam Ratnarajah. wcnc 2022: 405-410 [doi]

Generalized superimposed training for RIS-aided cell-free massive MIMO-OFDM networksHanxiao Ge, Navneet Garg 0001, Tharmalingam Ratnarajah. jcn, 24(5):590-602, October 2022. [doi]

Digital Twin Perspective of Fourth Industrial and Healthcare RevolutionSagheer Khan, Tughrul Arslan, Tharmalingam Ratnarajah. access, 10:25732-25754, 2022. [doi]

Evaluation of Unobtrusive Microwave Sensors in Healthcare 4.0 - Toward the Creation of Digital-Twin ModelSagheer Khan, Imran M. Saied, Tharmalingam Ratnarajah, Tughrul Arslan. sensors, 22(21):8519, 2022. [doi]

Learning to Cache: Federated Caching in a Cellular Network With Correlated DemandsS. Krishnendu, B. N. Bharath, Navneet Garg, Vimal Bhatia, Tharmalingam Ratnarajah. tcom, 70(3):1653-1665, 2022. [doi]

On the Feasibility and Performance of Self-interference Cancellation in FR2 BandHaifeng Luo, Abhijeet Bishnu, Tharmalingam Ratnarajah. icc 2022: 907-912 [doi]

Design and Analysis of Wideband Self-Interference Cancellation for Full-Duplex Wireless NetworksHaifeng Luo, Mark Holm, Tharmalingam Ratnarajah. wcnc 2022: 2697-2702 [doi]

Communication-Efficient Federated Learning For Massive MIMO SystemsYuchen Mu, Navneet Garg, Tharmalingam Ratnarajah. wcnc 2022: 578-583 [doi]

Federated Learning in Massive MIMO 6G Networks: Convergence Analysis and Communication-Efficient DesignYuchen Mu, Navneet Garg 0001, Tharmalingam Ratnarajah. tnse, 9(6):4220-4234, 2022. [doi]

Deep reinforcement learning-based beam training with energy and spectral efficiency maximisation for millimetre-wave channelsNarengerile, John Thompson 0001, Paul Patras, Tharmalingam Ratnarajah. ejwcn, 2022(1):110, 2022. [doi]

Performance Analysis of sub-6 GHz/mmWave NOMA Hybrid-HetNets Using Partial CSIPragya Swami, Mukesh Kumar Mishra, Vimal Bhatia, Tharmalingam Ratnarajah, Aditya Trivedi. tvt, 71(12):12958-12971, 2022. [doi]

Design of In-Band-Full-Duplex IAB Networks for Integrated Sensing and CommunicationsJunkai Zhang, Navneet Garg, Tharmalingam Ratnarajah. icc 2022: 1888-1893 [doi]

Design and Analysis of Wideband In-Band-Full- Duplex FR2-IAB NetworksJunkai Zhang, Haifeng Luo, Navneet Garg, Abhijeet Bishnu, Mark Holm, Tharmalingam Ratnarajah. TWC, 21(6):4183-4196, 2022. [doi]

In-Band-Full-Duplex Integrated Sensing and Communications for IAB NetworksJunkai Zhang, Navneet Garg 0001, Tharmalingam Ratnarajah. tvt, 71(12):12782-12796, 2022. [doi]

2021

Performance Analysis on Cache-Enabled FR2 IAB NetworksTong Zhang 0020, Sudip Biswas, Tharmalingam Ratnarajah. access, 9:63521-63537, 2021. [doi]

On the Performance of Cache-Enabled Hybrid Wireless NetworksTong Zhang 0020, Sudip Biswas, Tharmalingam Ratnarajah. tcom, 69(3):1818-1834, 2021. [doi]

Performance Evaluation of Full-Duplex IAB Multi-Cell and Multi-User Network for FR2 BandAbhijeet Bishnu, Mark Holm, Tharmalingam Ratnarajah. access, 9:72269-72283, 2021. [doi]

In-Band Full-Duplex Dynamic Spectrum Sharing in Beyond 5G NetworksSudip Biswas, Abhijeet Bishnu, Faheem Ahmad Khan, Tharmalingam Ratnarajah. cm, 59(7):54-60, 2021. [doi]

Learning Distributed Coded Caching Strategy in a Cellular NetworkYash Doshi, B. N. Bharath, Navneet Garg, Vimal Bhatia, Tharmalingam Ratnarajah. vtc 2021: 1-6 [doi]

Cooperative Scenarios for Multi-Agent Reinforcement Learning in Wireless Edge CachingNavneet Garg, Tharmalingam Ratnarajah. icassp 2021: 3435-3439 [doi]

Rate-Energy Balanced Precoding Design for SWIPT Based Two-Way Relay SystemsNavneet Garg, Junkai Zhang, Tharmalingam Ratnarajah. jstsp, 15(5):1228-1241, 2021. [doi]

Function Approximation Based Reinforcement Learning for Edge Caching in Massive MIMO NetworksNavneet Garg, Mathini Sellathurai, Vimal Bhatia, Tharmalingam Ratnarajah. tcom, 69(4):2304-2316, 2021. [doi]

Design and Analysis of In-Band Full-Duplex Private 5G Networks Using FR2 BandHaifeng Luo, Abhijeet Bishnu, Tharmalingam Ratnarajah. access, 9:166886-166905, 2021. [doi]

Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave ChannelsNarengerile, John S. Thompson, Paul Patras, Tharmalingam Ratnarajah. pimrc 2021: 579-584 [doi]

Towards the assessment of realistic hybrid precoding in millimeter wave MIMO systems with hardware impairmentsAnastasios K. Papazafeiropoulos, Georgios K. Papageorgiou, Oluwatayo Y. Kolawole, Pandelis Kourtessis, Symeon Chatzinotas, John M. Senior, Mathini Sellathurai, Tharmalingam Ratnarajah. iet-com, 15(12):1606-1619, 2021. [doi]

Secure Dual-functional Radar-Communication Transmission: Hardware-Efficient DesignNanchi Su, Fan Liu 0005, Christos Masouros, Tharmalingam Ratnarajah, Athina P. Petropulu. acssc 2021: 629-633 [doi]

User Fairness in NOMA-HetNet Using Optimized Power Allocation and Time SlottingPragya Swami, Vimal Bhatia, Satyanarayana Vuppala, Tharmalingam Ratnarajah. sj, 15(1):1005-1014, 2021. [doi]

Nyström Method-Based Hybrid Precoding for mmWave Full-Duplex Integrated Access and Backhaul SystemsJunkai Zhang, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah. wcnc 2021: 1-6 [doi]

Design and Analysis of mmWave Full-Duplex Integrated Access and Backhaul NetworksJunkai Zhang, Haifeng Luo, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah. icc 2021: 1-6 [doi]

Design of Full Duplex Millimeter-Wave Integrated Access and Backhaul NetworksJunkai Zhang, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah. wc, 28(1):60-67, 2021. [doi]

2020

On Range Sidelobe Reduction for Dual-Functional Radar-Communication WaveformsFan Liu 0005, Christos Masouros, Tharmalingam Ratnarajah, Athina P. Petropulu. wcl, 9(9):1572-1576, 2020. [doi]

Performance Analysis of Cache Aided Hybrid mmWave & sub-6 GHz Massive MIMO NetworksTong Zhang 0020, Sudip Biswas, Tharmalingam Ratnarajah. spawc 2020: 1-5 [doi]

An Analysis on Wireless Edge Caching in In-Band Full-Duplex FR2-IAB NetworksTong Zhang 0020, Sudip Biswas, Tharmalingam Ratnarajah. access, 8:164987-165002, 2020. [doi]

Design and Analysis of FD MIMO Cellular Systems in Coexistence With MIMO RadarSudip Biswas, Keshav Singh, Omid Taghizadeh, Tharmalingam Ratnarajah. TWC, 19(7):4727-4743, 2020. [doi]

Low Complexity Joint OMP Methods for FDD Channel Estimation in Massive MIMO SystemsNavneet Garg, Mathini Sellathurai, Tharmalingam Ratnarajah. spawc 2020: 1-5 [doi]

In-Network Caching for Hybrid Satellite-Terrestrial Networks Using Deep Reinforcement LearningNavneet Garg, Mathini Sellathurai, Tharmalingam Ratnarajah. icassp 2020: 8797-8801 [doi]

Reinforcement Learning based Per-antenna Discrete Power Control for Massive MIMO SystemsNavneet Garg, Mathini Sellathurai, Tharmalingam Ratnarajah. acssc 2020: 1028-1032 [doi]

Decentralized Coded Caching For Interference NetworksNavneet Garg, Mathini Sellathurai, Tharmalingam Ratnarajah. acssc 2020: 1046-1050 [doi]

Precoder Feedback Schemes for Robust Interference Alignment With Bounded CSI UncertaintyNavneet Garg, Aditya K. Jagannatham, Govind Sharma 0004, Tharmalingam Ratnarajah. tsipn, 6:407-425, 2020. [doi]

Online Content Popularity Prediction and Learning in Wireless Edge CachingNavneet Garg, Mathini Sellathurai, Vimal Bhatia, B. N. Bharath, Tharmalingam Ratnarajah. tcom, 68(2):1087-1100, 2020. [doi]

Performance Analysis of Multi-Cell Full-Duplex Cellular NetworksHuasen He, Sudip Biswas, Paula Aquilina, Tharmalingam Ratnarajah, Jian Yang 0014. access, 8:206914-206930, 2020. [doi]

Transceiver Design for Energy-Efficiency Maximization in mmWave MIMO IoT NetworksOluwatayo Y. Kolawole, Sudip Biswas, Keshav Singh, Tharmalingam Ratnarajah. tgcn, 4(1):109-123, 2020. [doi]

Wideband Active Analog Self-Interference Cancellation for 5G and Beyond Full-Duplex SystemsHaifeng Luo, Mark Holm, Tharmalingam Ratnarajah. acssc 2020: 868-872 [doi]

Low-Complexity Beam Training for Tracking Spatially Consistent Millimeter Wave ChannelsNarengerile, Fahd Alsaleem, John Thompson, Tharmalingam Ratnarajah. pimrc 2020: 1-6 [doi]

Performance Analysis of NOMA Enabled Hybrid Network With Limited FeedbackPragya Swami, Mukesh Kumar Mishra, Vimal Bhatia, Tharmalingam Ratnarajah. tvt, 69(4):4516-4521, 2020. [doi]

2019

An Analysis on Caching in Full-Duplex Enabled mmWave IAB HetNetsTong Zhang 0020, Sudip Biswas, Tharmalingam Ratnarajah. iswcs 2019: 75-80 [doi]

Multi-user Communication in Difficult InterferenceDushyantha A. Basnayaka, Tharmalingam Ratnarajah. icassp 2019: 4839-4842 [doi]

Doppler Effect Assisted Wireless Communication for Interference MitigationDushyantha A. Basnayaka, Tharmalingam Ratnarajah. tcom, 67(7):5203-5212, 2019. [doi]

An Analysis on Caching Placement for Millimeter-Micro-Wave Hybrid NetworksSudip Biswas, Tong Zhang, Keshav Singh, Satyanarayana Vuppala, Tharmalingam Ratnarajah. tcom, 67(2):1645-1662, 2019. [doi]

Linear Approximation based Q-Learning for Edge Caching in Massive MIMO NetworksNavneet Garg, Mathini Sellathurai, Tharmalingam Ratnarajah. acssc 2019: 1769-1773 [doi]

MSE Based Precoding Schemes for Partially Correlated Transmissions in Interference ChannelsNavneet Garg, Govind Sharma 0004, Tharmalingam Ratnarajah. icassp 2019: 4689-4693 [doi]

Content Placement Learning for Success Probability Maximization in Wireless Edge Caching NetworksNavneet Garg, Mathini Sellathurai, Tharmalingam Ratnarajah. icassp 2019: 3092-3096 [doi]

Success Probability Analysis for Edge Caching in Massive MIMO NetworksNavneet Garg, Mathini Sellathurai, Faheem A. Khan, Tharmalingam Ratnarajah, Vimal Bhatia. IEEEants 2019: 1-5 [doi]

Online Learning Models for Content Popularity Prediction in Wireless Edge CachingNavneet Garg, Mathini Sellathurai, Bharath Bettagere, Vimal Bhatia, Tharmalingam Ratnarajah. acssc 2019: 337-341 [doi]

Full-duplex Multi-cell Networks with Interference AlignmentHuasen He, Paula Aquilina, Tharmalingam Ratnarajah. iswcs 2019: 91-95 [doi]

Nuts and Bolts of a Realistic Stochastic Geometric Analysis of mmWave HetNets: Hardware Impairments and Channel AgingAnastasios K. Papazafeiropoulos, Tharmalingam Ratnarajah, Pandelis Kourtessis, Symeon Chatzinotas. tvt, 68(6):5657-5671, 2019. [doi]

Beamforming Design for Coexistence of Full-duplex Multi-cell MU-MIMO Cellular Network and MIMO RadarKeshav Singh, Sudip Biswas, Omid Taghizadeh, Tharmalingam Ratnarajah. icassp 2019: 7775-7779 [doi]

On the Design and Analysis of Full-Duplex Non-Orthogonal Multiple Access SystemsKeshav Singh, Sudip Biswas, Tharmalingam Ratnarajah, Kaidi Wang, Zhiguo Ding, Faheem A. Khan. spawc 2019: 1-5 [doi]

Resource Optimization in Full Duplex Non-Orthogonal Multiple Access SystemsKeshav Singh, Kaidi Wang, Sudip Biswas, Zhiguo Ding, Faheem A. Khan, Tharmalingam Ratnarajah. TWC, 18(9):4312-4325, 2019. [doi]

Outage Probability of Ultra High Frequency and Millimeter Wave Based HetNets with NOMAPragya Swami, Mukesh Kumar Mishra, Vimal Bhatia, Tharmalingam Ratnarajah. iswcs 2019: 166-170 [doi]

On User Offloading in NOMA-HetNet Using Repulsive Point ProcessPragya Swami, Vimal Bhatia, Satyanarayana Vuppala, Tharmalingam Ratnarajah. sj, 13(2):1409-1420, 2019. [doi]

2018

Doppler Effect Assisted Interference Mitigation for Wireless CommunicationDushyantha A. Basnayaka, Harald Haas, Tharmalingam Ratnarajah. globecom 2018: 206-212 [doi]

Transceiver Design for Spectrum Sharing Between FD Cellular System and MIMO RadarSudip Biswas, Keshav Singh, Tharmalingam Ratnarajah. spawc 2018: 1-5 [doi]

QoS-Based Robust Transceiver Design for Coexistence of MIMO Radar and FD MU-MIMO Cellular SystemSudip Biswas, Keshav Singh, Omid Taghizadeh, Tharmalingam Ratnarajah. globecom 2018: 1-7 [doi]

Performance Analysis of Correlated Massive MIMO Systems With Spatially Distributed UsersSudip Biswas, Jiang Xue 0001, Faheem A. Khan, Tharmalingam Ratnarajah. sj, 12(2):1850-1861, 2018. [doi]

An Energy-Efficient Approach Towards Power Allocation in Non-Orthogonal Multiple Access Full-Duplex AF Relay SystemsAnkit Gupta, Sudip Biswas, Keshav Singh, Tharmalingam Ratnarajah, Mathini Sellathurai. spawc 2018: 1-5 [doi]

A Rate-Splitting Strategy for Multi-User Millimeter-Wave Systems with Imperfect CSIOluwatayo Y. Kolawole, Anastasios Panazafeironoulos, Tharmalingam Ratnarajah. spawc 2018: 1-5 [doi]

Impact of hardware impairments on mmWave MIMO systems with hybrid precodingOluwatayo Y. Kolawole, Anastasios K. Papazafeiropoulos, Tharmalingam Ratnarajah. wcnc 2018: 1-6 [doi]

Adaptive Bayesian Channel Estimation for Millimeter-Wave MIMO Systems with Hybrid ArchitectureRongrong Qian, Mathini Sellathurai, Pat Chambers, Tharmalingam Ratnarajah. acssc 2018: 274-278 [doi]

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