LiteHAR: Lightweight Human Activity Recognition from WiFi Signals with
Random Convolution Kernels

LiteHAR: Lightweight Human Activity Recognition from WiFi Signals with Random Convolution Kernels

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

23 January 2022

Hojjat Salehinejad

ArXiv (abs)PDF HTML

Papers citing "LiteHAR: Lightweight Human Activity Recognition from WiFi Signals with Random Convolution Kernels"

11 / 11 papers shown

Towards Trustworthy Wi-Fi Sensing: Systematic Evaluation of Deep Learning Model Robustness to Adversarial Attacks

Towards Trustworthy Wi-Fi Sensing: Systematic Evaluation of Deep Learning Model Robustness to Adversarial Attacks

Shreevanth Krishnaa Gopalakrishnan

276

0

0

25 Nov 2025

Doppler Radiance Field-Guided Antenna Selection for Improved Generalization in Multi-Antenna Wi-Fi-based Human Activity Recognition

Doppler Radiance Field-Guided Antenna Selection for Improved Generalization in Multi-Antenna Wi-Fi-based Human Activity Recognition

Navid Hasanzadeh

68

0

0

18 Sep 2025

Deep Learning on Hester Davis Scores for Inpatient Fall Prediction

Deep Learning on Hester Davis Scores for Inpatient Fall Prediction

Hojjat Salehinejad

Kingsley Iheasirim

Mohammed Yousufuddin

211

0

0

11 Jan 2025

RoboMNIST: A Multimodal Dataset for Multi-Robot Activity Recognition
Using WiFi Sensing, Video, and Audio

RoboMNIST: A Multimodal Dataset for Multi-Robot Activity Recognition Using WiFi Sensing, Video, and AudioScientific Data (Sci Data), 2024

Elaheh Motamedi

Hojjat Salehinejad

264

12

0

29 Aug 2024

Enhancing Robotic Arm Activity Recognition with Vision Transformers and
Wavelet-Transformed Channel State Information

Enhancing Robotic Arm Activity Recognition with Vision Transformers and Wavelet-Transformed Channel State Information

Elaheh Motamedi

Hojjat Salehinejad

345

4

0

08 Jul 2024

E2USD: Efficient-yet-effective Unsupervised State Detection for
Multivariate Time Series

E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series

Christian S. Jensen

546

20

0

21 Feb 2024

RoboFiSense: Attention-Based Robotic Arm Activity Recognition with WiFi
Sensing

RoboFiSense: Attention-Based Robotic Arm Activity Recognition with WiFi Sensing

Elaheh Motamedi

Hojjat Salehinejad

352

17

0

23 Dec 2023

Hypertension Detection From High-Dimensional Representation of
Photoplethysmogram Signals

Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals

Navid Hasanzadeh

Hojjat Salehinejad

203

4

0

31 Jul 2023

Robot Motion Prediction by Channel State Information

Robot Motion Prediction by Channel State InformationInternational Workshop on Machine Learning for Signal Processing (MLSP), 2023

Hojjat Salehinejad

Elaheh Motamedi

283

12

0

07 Jul 2023

Joint Human Orientation-Activity Recognition Using WiFi Signals for
Human-Machine Interaction

Joint Human Orientation-Activity Recognition Using WiFi Signals for Human-Machine InteractionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

Hojjat Salehinejad

Navid Hasanzadeh

213

22

0

11 Oct 2022

S-Rocket: Selective Random Convolution Kernels for Time Series
Classification

S-Rocket: Selective Random Convolution Kernels for Time Series Classification

Hojjat Salehinejad

218

17

0

07 Mar 2022