5 citations · 7 across the 9 of their papers we have counts for
11 papers
SensWear: An Open, Modular, and AI-Ready Wearable Platform
Dariush Salami, Behzad Salami, Huseyin Yigitler
Wearable AI/ML research needs raw, synchronized, and reconfigurable multimodal data, but consumer devices are closed and many research platforms remain tied to one embodiment or se…
ImmCOGNITO: Identity Obfuscation in Millimeter-Wave Radar-Based Gesture Recognition for IoT Environments
Ying Liu, Si Zuo, Chao Yang +3
Millimeter-Wave (mmWave) radar enables camera-free gesture recognition for Internet of Things (IoT) interfaces, with robustness to lighting variations and partial occlusions. Howev…
Environment-Aware Transfer Reinforcement Learning for Sustainable Beam Selection
Dariush Salami, Ramin Hashemi, Parham Kazemi +1
This paper presents a novel and sustainable approach for improving beam selection in 5G and beyond networks using transfer learning and Reinforcement Learning (RL). Traditional RL-…
Adaptive Internal Calibration for Temperature-Robust mmWave FMCW Radars
Dariush Salami, Nima Bahmani, Hüseyin Yiğitler +1
We present a novel internal calibration framework for Millimeter- Wave (mmWave) Frequency-Modulated Continuous-Wave (FMCW) radars to ensure robust performance under internal temper…
Non-Invasive Arterial Pulse Detection with Millimeter-wave Radar and Comparison With Photoplethysmography
Nima Bahmani, Dariush Salami, Hüseyin Yiğitler +3
Cardiovascular diseases remain a leading cause of mortality and disability. The convenient measurement of cardiovascular health using smart systems is therefore a key enabler to fo…
Distributed Learning for Wi-Fi AP Load Prediction
Dariush Salami, Francesc Wilhelmi, Lorenzo Galati-Giordano +1
The increasing cloudification and softwarization of networks foster the interplay among multiple independently managed deployments. An appealing reason for such an interplay lies i…
AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks
Francesc Wilhelmi, Dariush Salami, Gianluca Fontanesi +2
Enterprise Wi-Fi networks can greatly benefit from Artificial Intelligence and Machine Learning (AI/ML) thanks to their well-developed management and operation capabilities. At the…
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars
Cristian J. Vaca-Rubio, Dariush Salami, Petar Popovski +3
Since electromagnetic signals are omnipresent, Radio Frequency (RF)-sensing has the potential to become a universal sensing mechanism with applications in localization, smart-home,…
Energy-Efficient Design for RIS-assisted UAVcommunications in beyond-5G Networks
Anay Ajit Deshpande, Cristian J. Vaca-Rubio, Salman Mohebi +6
The usage of Reconfigurable Intelligent Surfaces (RIS) in conjunction with Unmanned Ariel Vehicles (UAVs) is being investigated as a way to provide energy-efficient communication t…
Integrating Sensing and Communication in Cellular Networks via NR Sidelink
Dariush Salami, Ramin Hasibi, Stefano Savazzi +2
RF-sensing, the analysis and interpretation of movement or environment-induced patterns in received electromagnetic signals, has been actively investigated for more than a decade.…
Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds
Dariush Salami, Ramin Hasibi, Sameera Palipana +3
We present Tesla-Rapture, a gesture recognition interface for point clouds generated by mmWave Radars. State of the art gesture recognition models are either too resource consuming…