Nandana Rajatheva

About Nandana Rajatheva

Nandana Rajatheva, With an exceptional h-index of 35 and a recent h-index of 22 (since 2020), a distinguished researcher at Oulun yliopisto, specializes in the field of 6G, AI/ML for PHY & RAN, Sensing & Automation, Channel Coding.

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

Minimizing Energy Consumption in Cell-free Massive MIMO Networks

5G-Advanced AI/ML Beam Management: Performance Evaluation with Integrated ML Models

Constellation Shaping under Phase Noise Impairment for Sub-THz Communications

Unrolled architectures for high-throughput encoding of multi-kernel polar codes

Automatic and flexible transmission of semantic map images using polar codes for end-to-end semantic-based communication systems

Joint active-passive beamforming and user association in IRS-assisted mmWave cellular networks

Terahertz sensing using deep neural network for material identification

Deep Contextual Bandits Learning-Based Beam Selection for mmWave MIMO Systems

Nandana Rajatheva Information

University

Position

Professor at

Citations(all)

5578

Citations(since 2020)

2673

Cited By

3768

hIndex(all)

35

hIndex(since 2020)

22

i10Index(all)

111

i10Index(since 2020)

61

Email

University Profile Page

Google Scholar

Nandana Rajatheva Skills & Research Interests

6G

AI/ML for PHY & RAN

Sensing & Automation

Channel Coding

Top articles of Nandana Rajatheva

Title

Journal

Author(s)

Publication Date

Minimizing Energy Consumption in Cell-free Massive MIMO Networks

IEEE Transactions on Vehicular Technology

Nalin Jayaweera

KB Shashika Manosha

Nandana Rajatheva

Matti Latva-aho

2024/5/1

5G-Advanced AI/ML Beam Management: Performance Evaluation with Integrated ML Models

arXiv preprint arXiv:2404.15326

Nalin Jayaweera

Andrea Bonfante

Mark Schamberger

Amir Mehdi Ahmadian Tehrani

Tachporn Sanguanpuak

...

2024/4/6

Constellation Shaping under Phase Noise Impairment for Sub-THz Communications

arXiv preprint arXiv:2311.12433

Dileepa Marasinghe

Le Hang Nguyen

Jafar Mohammadi

Yejian Chen

Thorsten Wild

...

2023/11/21

Unrolled architectures for high-throughput encoding of multi-kernel polar codes

arXiv preprint arXiv:2305.04257

Hossein Rezaei

Elham Abbasi

Nandana Rajatheva

Matti Latva-aho

2023/5/7

Automatic and flexible transmission of semantic map images using polar codes for end-to-end semantic-based communication systems

Hossein Rezaei

Thushan Sivalingam

Nandana Rajatheva

2023/9/5

Joint active-passive beamforming and user association in IRS-assisted mmWave cellular networks

Ehsan Moeen Taghavi

Ramin Hashemi

Alireza Alizadeh

Nandana Rajatheva

Mai Vu

...

2023/3/23

Terahertz sensing using deep neural network for material identification

Authorea Preprints

Sivalingam Thushan

Samad Ali

Nurul Huda Mahmood

Nandana Rajatheva

Matti Latva-aho

2023/10/30

Deep Contextual Bandits Learning-Based Beam Selection for mmWave MIMO Systems

Maryam Mohsenivatani

Samad Ali

Nandana Rajatheva

Matti Latva-Aho

2023/9/4

Environment-aware joint active/passive beamforming for RIS-aided communications leveraging channel knowledge map

Ehsan Moeen Taghavi

Ramin Hashemi

Nandana Rajatheva

Matti Latva-Aho

2023/4/26

GDOP Based BS Selection for Positioning in mmWave 5G NR Networks

arXiv preprint arXiv:2310.14857

A Indika Perera

KB Manosha

Nandana Rajatheva

Matti Latva-aho

2023/10/23

Federated Learning-based Base Station Selection on 3D LiDAR Data for Beyond 5G Communications

Thushan Sivalingam

Anupma Sharma

Vimal Bhatia

Nandana Rajatheva

Sanjeev Sharma

...

2023/12/17

Graph Representation Learning for Wireless Communications

IEEE Communications Magazine

Maryam Mohsenivatani

Samad Ali

Vismika Ranasinghe

Nandana Rajatheva

Matti Latva-Aho

2023/4/17

The Hexa-X project vision on Artificial Intelligence and Machine Learning-driven Communication and Computation co-design for 6G

IEEE Access

Mattia Merluzzi

Tamás Borsos

Nandana Rajatheva

András A Benczúr

Hamed Farhadi

...

2023/6/20

High-throughput rate-flexible combinational decoders for multi-kernel polar codes

IEEE Transactions on Circuits and Systems I: Regular Papers

Hossein Rezaei

Nandana Rajatheva

Matti Latva-Aho

2023/9/15

Minimizing Energy Consumption in MU-MIMO via Antenna Muting by Neural Networks with Asymmetric Loss

IEEE Transactions on Vehicular Technology

Nuwanthika Rajapaksha

Jafar Mohammadi

Stefan Wesemann

Thorsten Wild

Nandana Rajatheva

2023/12/5

Predictive resource allocation for URLLC using empirical mode decomposition

Chandu Jayawardhana

Thushan Sivalingam

Nurul Huda Mahmood

Nandana Rajatheva

Matti Latva-Aho

2023/6/6

Wireless end-to-end image transmission system using semantic communications

IEEE Access

MU Lokumarambage

VSS Gowrisetty

Hossein Rezaei

Thushan Sivalingam

Nandana Rajatheva

...

2023/4/12

LiDAR aided Simulation Pipeline for Wireless Communication in Vehicular Traffic Scenarios

Uvindu Kopiyawattage

Anton Dilip Ranjula

Nalin Jayaweera

Dileepa Marasinghe

Nandana Rajatheva

...

2023/9/5

Decomposition Based Interference Management Framework for Local 6G Networks

Samitha Gunarathne

Thushan Sivalingam

Nurul Huda Mahmood

Nandana Rajatheva

Matti Latva-Aho

2023/12/4

Unsupervised learning-based joint power control and fronthaul capacity allocation in cell-free massive MIMO with hardware impairments

IEEE Wireless Communications Letters

Nuwanthika Rajapaksha

KB Shashika Manosha

Nandana Rajatheva

Matti Latva-aho

2023/4/6

See List of Professors in Nandana Rajatheva University(Oulun yliopisto)

Co-Authors

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