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2020 – today
- 2024
[j12]Nasim Soltani, Amir Masoud Rahmani, Mahdi Bohlouli, Mehdi Hosseinzadeh:
Robust intrusion detection for network communication on the Internet of Things: a hybrid machine learning approach. Clust. Comput. 27(7): 9975-9991 (2024)- [j11]Guillem Reus Muns, Pratheek S. Upadhyaya
, Utku Demir, Nathan Stephenson, Nasim Soltani, Vijay K. Shah, Kaushik R. Chowdhury:
SenseORAN: O-RAN-Based Radar Detection in the CBRS Band. IEEE J. Sel. Areas Commun. 42(2): 326-338 (2024) - [j10]Nasim Soltani, Jifan Zhang, Batool Salehi, Debashri Roy, Robert D. Nowak, Kaushik R. Chowdhury:
Learning from the Best: Active Learning for Wireless Communications. IEEE Wirel. Commun. 31(4): 177-183 (2024) - [i3]Nasim Soltani, Jifan Zhang, Batool Salehi, Debashri Roy, Robert D. Nowak, Kaushik R. Chowdhury:
Learning from the Best: Active Learning for Wireless Communications. CoRR abs/2402.04896 (2024) - 2023
- [j9]Chinenye Tassie, Abdo Gaber, Vini Chaudhary, Nasim Soltani, Mauro Belgiovine, Michael Löhning, Vincent Kotzsch, Charles Schroeder, Kaushik R. Chowdhury:
Detection of Co- Existing RF Signals in CBRS Using ML: Dataset and API-Based Collection Testbed. IEEE Commun. Mag. 61(9): 82-88 (2023) - [j8]Nasim Soltani, Debashri Roy, Kaushik R. Chowdhury:
PRONTO: Preamble Overhead Reduction With Neural Networks for Coarse Synchronization. IEEE Trans. Wirel. Commun. 22(11): 7848-7861 (2023) - [c10]Tong Jian, Debashri Roy, Batool Salehi, Nasim Soltani, Kaushik R. Chowdhury, Stratis Ioannidis:
Communication-Aware DNN Pruning. INFOCOM 2023: 1-10 - 2022
- [j7]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:
Automated deep learning-based wide-band receiver. Comput. Networks 218: 109367 (2022) - [j6]Nasim Soltani, Amir Masoud Rahmani, Mahdi Bohlouli, Mehdi Hosseinzadeh:
Artificial intelligence empowered threat detection in the Internet of Things: A systematic review. Concurr. Comput. Pract. Exp. 34(22) (2022) - [j5]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:
Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices. IEEE Internet Things Mag. 5(3): 158-164 (2022) - [j4]Tong Jian, Yifan Gong, Zheng Zhan, Runbin Shi, Nasim Soltani, Zifeng Wang, Jennifer G. Dy, Kaushik R. Chowdhury, Yanzhi Wang, Stratis Ioannidis:
Radio Frequency Fingerprinting on the Edge. IEEE Trans. Mob. Comput. 21(11): 4078-4093 (2022) - [c9]Nasim Soltani, Yanyu Li, Deniz Erdogmus, Yanzhi Wang, Kaushik R. Chowdhury:
NN-key: A Neural Network-Based Secret Key for Demapping OFDM Symbols. CCNC 2022: 847-852 - [c8]Nasim Soltani, Vini Chaudhary, Debashri Roy, Kaushik R. Chowdhury:
Finding Waldo in the CBRS Band: Signal Detection and Localization in the 3.5 GHz Spectrum. GLOBECOM 2022: 4570-4575 - [d1]Chinenye Tassie, Abdo Gaber, Vini Chaudhary, Nasim Soltani, Mauro Belgiovine, Michael Löhning, Vincent Kotzsch, Charles Schroeder, Kaushik R. Chowdhury:
Real-world Radar and LTE Signals Dataset Collected Over-the-air in Shared CBRS Band. IEEE DataPort, 2022
- [i2]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:
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices. CoRR abs/2205.06159 (2022) - 2021
- [c7]Jerry Gu, Nasim Soltani, M. Yousof Naderi, Kaushik R. Chowdhury:
It's a Bird, It's a Plane, It's "That" UAV: RF Fingerprinting During Flight. ACSCC 2021: 300-304 - [i1]Nasim Soltani, Debashri Roy, Kaushik R. Chowdhury:
PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization. CoRR abs/2112.10885 (2021) - 2020
- [j3]Nasim Soltani, Kunal Sankhe, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
More Is Better: Data Augmentation for Channel-Resilient RF Fingerprinting. IEEE Commun. Mag. 58(10): 66-72 (2020) - [j2]Tong Jian, Bruno Costa Rendon, Emmanuel Ojuba, Nasim Soltani, Zifeng Wang, Kunal Sankhe, Andrey Gritsenko, Jennifer G. Dy, Kaushik R. Chowdhury, Stratis Ioannidis:
Deep Learning for RF Fingerprinting: A Massive Experimental Study. IEEE Internet Things Mag. 3(1): 50-57 (2020) - [j1]Nasim Soltani, Guillem Reus Muns, Batool Salehi, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
RF Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter Waveforms. IEEE Trans. Veh. Technol. 69(12): 15518-15531 (2020) - [c6]Subhramoy Mohanti, Nasim Soltani, Kunal Sankhe, Dheryta Jaisinghani, Marco Di Felice, Kaushik R. Chowdhury:
AirID: Injecting a Custom RF Fingerprint for Enhanced UAV Identification using Deep Learning. GLOBECOM 2020: 1-6 - [c5]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:
Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting. INFOCOM 2020: 646-655
2010 – 2019
- 2019
- [c4]Nasim Soltani, Kunal Sankhe, Stratis Ioannidis, Dheryta Jaisinghani, Kaushik R. Chowdhury:
Spectrum Awareness at the Edge: Modulation Classification using Smartphones. DySPAN 2019: 1-10 - 2018
- [c3]Justin Sanchez, Nasim Soltani, Pratik Kulkarni, Ramachandra Vikas Chamarthi, Hamed Tabkhi:
A Reconfigurable Streaming Processor for Real-Time Low-Power Execution of Convolutional Neural Networks at the Edge. EDGE 2018: 49-64 - [c2]Justin Sanchez, Nasim Soltani, Ramachandra Vikas Chamarthi, Adarsh Sawant, Hamed Tabkhi:
A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge. HPEC 2018: 1-8 - 2017
- [c1]Kimia Soleimani, Ahmad Patooghy, Nasim Soltani, Lake Bu, Michel A. Kinsy:
Crosstalk Free Coding Systems to Protect NoC Channels against Crosstalk Faults. ICCD 2017: 385-390
Coauthor Index
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