Nasim Soltani

According to our database, Nasim Soltani authored at least 23 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Robust intrusion detection for network communication on the Internet of Things: a hybrid machine learning approach.

Nasim Soltani, Amir Masoud Rahmani, Mahdi Bohlouli, Mehdi Hosseinzadeh

Clust. Comput., October, 2024

Learning from the Best: Active Learning for Wireless Communications.

Nasim Soltani, Jifan Zhang, Batool Salehi, Debashri Roy, Robert D. Nowak, Kaushik R. Chowdhury

IEEE Wirel. Commun., August, 2024

SenseORAN: O-RAN-Based Radar Detection in the CBRS Band.

Guillem Reus Muns, Pratheek S. Upadhyaya, Utku Demir, Nathan Stephenson, Nasim Soltani, Vijay K. Shah, Kaushik R. Chowdhury

IEEE J. Sel. Areas Commun., February, 2024

2023

PRONTO: Preamble Overhead Reduction With Neural Networks for Coarse Synchronization.

Nasim Soltani, Debashri Roy, Kaushik R. Chowdhury

IEEE Trans. Wirel. Commun., November, 2023

Detection of Co- Existing RF Signals in CBRS Using ML: Dataset and API-Based Collection Testbed.

Chinenye Tassie, Abdo Gaber, Vini Chaudhary, Nasim Soltani, Mauro Belgiovine, Michael Löhning, Vincent Kotzsch, Charles Schroeder, Kaushik R. Chowdhury

IEEE Commun. Mag., 2023

Communication-Aware DNN Pruning.

Tong Jian, Debashri Roy, Batool Salehi, Nasim Soltani, Kaushik R. Chowdhury, Stratis Ioannidis

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Real-world Radar and LTE Signals Dataset Collected Over-the-air in Shared CBRS Band.

Chinenye Tassie, Abdo Gaber, Vini Chaudhary, Nasim Soltani, Mauro Belgiovine, Michael Löhning, Vincent Kotzsch, Charles Schroeder, Kaushik R. Chowdhury

Dataset, October, 2022

Radio Frequency Fingerprinting on the Edge.

Tong Jian, Yifan Gong, Zheng Zhan, Runbin Shi, Nasim Soltani, Zifeng Wang, Jennifer G. Dy, Kaushik R. Chowdhury, Yanzhi Wang, Stratis Ioannidis

IEEE Trans. Mob. Comput., 2022

Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices.

Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury

IEEE Internet Things Mag., 2022

Artificial intelligence empowered threat detection in the Internet of Things: A systematic review.

Nasim Soltani, Amir Masoud Rahmani, Mahdi Bohlouli, Mehdi Hosseinzadeh

Concurr. Comput. Pract. Exp., 2022

Automated deep learning-based wide-band receiver.

Bahar Azari, Hai Cheng, Nasim Soltani, Haoqing Li, Yanyu Li, Mauro Belgiovine, Tales Imbiriba, Salvatore D'Oro, Tommaso Melodia, Yanzhi Wang, Pau Closas, Kaushik R. Chowdhury, Deniz Erdogmus

Comput. Networks, 2022

Finding Waldo in the CBRS Band: Signal Detection and Localization in the 3.5 GHz Spectrum.

Nasim Soltani, Vini Chaudhary, Debashri Roy, Kaushik R. Chowdhury

Proceedings of the IEEE Global Communications Conference, 2022

NN-key: A Neural Network-Based Secret Key for Demapping OFDM Symbols.

Nasim Soltani, Yanyu Li, Deniz Erdogmus, Yanzhi Wang, Kaushik R. Chowdhury

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021

It's a Bird, It's a Plane, It's "That" UAV: RF Fingerprinting During Flight.

Jerry Gu, Nasim Soltani, M. Yousof Naderi, Kaushik R. Chowdhury

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

RF Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter Waveforms.

Nasim Soltani, Guillem Reus Muns, Batool Salehi, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury

IEEE Trans. Veh. Technol., 2020

Deep Learning for RF Fingerprinting: A Massive Experimental Study.

Tong Jian, Bruno Costa Rendon, Emmanuel Ojuba, Nasim Soltani, Zifeng Wang, Kunal Sankhe, Andrey Gritsenko, Jennifer G. Dy, Kaushik R. Chowdhury, Stratis Ioannidis

IEEE Internet Things Mag., 2020

More Is Better: Data Augmentation for Channel-Resilient RF Fingerprinting.

Nasim Soltani, Kunal Sankhe, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury

IEEE Commun. Mag., 2020

Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting.

Amani Al-Shawabka, Francesco Restuccia, Salvatore D'Oro, Tong Jian, Bruno Costa Rendon, Nasim Soltani, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury, Tommaso Melodia

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

AirID: Injecting a Custom RF Fingerprint for Enhanced UAV Identification using Deep Learning.

Subhramoy Mohanti, Nasim Soltani, Kunal Sankhe, Dheryta Jaisinghani, Marco Di Felice, Kaushik R. Chowdhury

Proceedings of the IEEE Global Communications Conference, 2020

2019

Spectrum Awareness at the Edge: Modulation Classification using Smartphones.

Nasim Soltani, Kunal Sankhe, Stratis Ioannidis, Dheryta Jaisinghani, Kaushik R. Chowdhury

Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

2018

A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge.

Justin Sanchez, Nasim Soltani, Ramachandra Vikas Chamarthi, Adarsh Sawant, Hamed Tabkhi

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

A Reconfigurable Streaming Processor for Real-Time Low-Power Execution of Convolutional Neural Networks at the Edge.

Justin Sanchez, Nasim Soltani, Pratik Kulkarni, Ramachandra Vikas Chamarthi, Hamed Tabkhi

Proceedings of the Edge Computing - EDGE 2018, 2018

2017

Crosstalk Free Coding Systems to Protect NoC Channels against Crosstalk Faults.

Kimia Soleimani, Ahmad Patooghy, Nasim Soltani, Lake Bu, Michel A. Kinsy

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017