Reza Arablouei

Sarah Johnson

IEEE Trans. Veh. Technol., 2024

Self-localisation of IoT devices with imperfect measurements via approximate maximum-likelihood estimation.

[BibT_eX]

[DOI]

Vikram Kumar

Int. J. Sens. Networks, 2024

Noise-Robust and Resource-Efficient ADMM-based Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Analyzing the Impact of Partial Sharing on the Resilience of Online Federated Learning Against Model Poisoning Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters.

[BibT_eX]

[DOI]

CoRR, 2024

Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

On The Resilience Of Online Federated Learning To Model Poisoning Attacks Through Partial Sharing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Distributed Maximum Consensus Over Noisy Links.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

Privacy-Preserving Distributed Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

Unlearning Backdoor Attacks Through Gradient-Based Model Pruning.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023

Animal behavior classification via deep learning on embedded systems.

[BibT_eX]

[DOI]

Gregory Bishop-Hurley

Comput. Electron. Agric., April, 2023

Classifying animal behavior from accelerometry data via recurrent neural networks.

[BibT_eX]

[DOI]

Liang Wang

Gregory Bishop-Hurley

Comput. Electron. Agric., March, 2023

In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2023

On Evaluating IoT Data Trust via Machine Learning.

[BibT_eX]

[DOI]

Timothy Tadj

Volkan Dedeoglu

Future Internet, 2023

IoT Data Trust Evaluation via Machine Learning.

[BibT_eX]

[DOI]

Timothy Tadj

Volkan Dedeoglu

CoRR, 2023

CVB: A Video Dataset of Cattle Visual Behaviors.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient Privacy-Preserved Processing of Multimodal Data for Vehicular Traffic Analysis.

[BibT_eX]

[DOI]

Meisam Mohammady

CoRR, 2023

Resource-Efficient Federated Learning Robust to Communication Errors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Continual Local Updates for Federated Learning with Enhanced Robustness to Link Noise.

[BibT_eX]

[DOI]

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

Self-Localization of IoT Devices Using Noisy Anchor Positions and RSSI Measurements.

[BibT_eX]

[DOI]

Vikram Kumar

Wirel. Pers. Commun., 2022

Privacy-Preserved Distributed Learning With Zeroth-Order Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Displacement Estimation Using 3D-Printed RFID Arrays for Structural Health Monitoring.

[BibT_eX]

[DOI]

Sensors, 2022

In-situ animal behavior classification using knowledge distillation and fixed-point quantization.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data.

[BibT_eX]

[DOI]

CoRR, 2022

Clustering-based Joint Channel Estimation and Signal Detection for NOMA.

[BibT_eX]

[DOI]

Ayoob Salari

Mahyar Shirvanimoghaddam

Muhammad Basit Shahab

Sarah Johnson

CoRR, 2022

Multi-modal sensing for behaviour recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Representative Routes Discovery from Massive Trajectories.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks.

[BibT_eX]

[DOI]

Liang Wang

Greg Bishop-Hurley

CoRR, 2021

Animal Behavior Classification via Deep Learning on Embedded Systems.

[BibT_eX]

[DOI]

Liang Wang

Lachlan Currie

Greg Bishop-Hurley

CoRR, 2021

In-situ classification of cattle behavior using accelerometry data.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2021

Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Efficient Estimation of Graph Signals With Adaptive Sampling.

[BibT_eX]

[DOI]

Mohammad Javad Ahmadi

Reza Abdolee

IEEE Trans. Signal Process., 2020

Self-localization given single perturbed measurement of anchor positions and RSSI.

[BibT_eX]

[DOI]

Vikram Kumar

Proceedings of the 23rd International Symposium on Wireless Personal Multimedia Communications, 2020

Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Clustering-based Joint Channel Estimation and Signal Detection for Grant-free NOMA.

[BibT_eX]

[DOI]

Ayoob Salari

Mahyar Shirvanimoghaddam

Muhammad Basit Shahab

Sarah Johnson

Proceedings of the IEEE Globecom Workshops, 2020

Distributed Learning with Non-Smooth Objective Functions.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Spectral Unmixing With Perturbed Endmembers.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Pseudo-linear localization using perturbed RSSI measurements and inaccurate anchor positions.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2019

Nakagami-m distribution of RSSI in shadowing pathloss model for indoor localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Sensors Applications Symposium, 2019

Multi-radio Data Fusion for Indoor Localization using Bluetooth and WiFi.

[BibT_eX]

Proceedings of the 9th International Conference on Pervasive and Embedded Computing and Communication Systems, 2019

Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Estimating Angle-of-Arrival and Time-of-Flight for Multipath Components Using WiFi Channel State Information.

[BibT_eX]

[DOI]

Sensors, 2018

Fusing Multiple Multiband Images.

[BibT_eX]

[DOI]

J. Imaging, 2018

Fast indoor localization using WiFi channel state information: poster abstract.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Fusion of Multiple Multiband Images with Complementary Spatial and Spectral Resolutions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Ridge Regression with Feature Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

On the asymptotic bias of the diffusion-based distributed pareto optimization.

[BibT_eX]

[DOI]

Signal Process., 2017

Fast reconstruction algorithm for perturbed compressive sensing based on total least-squares and proximal splitting.

[BibT_eX]

[DOI]

Signal Process., 2017

WLS-Based Self-Localization Using Perturbed Anchor Positions and RSSI Measurements.

[BibT_eX]

[DOI]

CoRR, 2017

Predicting Prevalence of Influenza-Like Illness From Geo-Tagged Tweets.

[BibT_eX]

[DOI]

Kewei Zhang

Raja Jurdak

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Multi-mode tracking of a group of mobile agents.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Wireless Personal Multimedia Communications, 2017

RSSI-based self-localization with perturbed anchor positions.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Airborne Disease Propagation on Large Scale Social Contact Networks.

[BibT_eX]

[DOI]

Kanchana Thilakarathna

Bernard Mans

Proceedings of the 2nd International Workshop on Social Sensing, 2017

2016

Hyperspectral Image Recovery via Hybrid Regularization.

[BibT_eX]

[DOI]

Frank de Hoog

IEEE Trans. Image Process., 2016

Fast and robust pushbroom hyperspectral imaging via DMD-based scanning.

[BibT_eX]

[DOI]

CoRR, 2016

Privacy preserving decentralized power system state estimation with phasor measurement units.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015

Recursive Total Least-Squares Algorithm Based on Inverse Power Method and Dichotomous Coordinate-Descent Iterations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Performance Analysis of Linear-Equality-Constrained Least-Squares Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Analysis of a reduced-communication diffusion LMS algorithm.

[BibT_eX]

[DOI]

Signal Process., 2015

On the mean-square performance of the constrained LMS algorithm.

[BibT_eX]

[DOI]

Signal Process., 2015

Adaptive frequency estimation of three-phase power systems.

[BibT_eX]

[DOI]

Signal Process., 2015

Hyperspectral Image Recovery from Incomplete and Imperfect Measurements via Hybrid Regularization.

[BibT_eX]

[DOI]

Frank de Hoog

CoRR, 2015

Model-distributed solution of regularized least-squares problem over sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Selective angle measurements for a 3D-AOA instrumental variable TMA algorithm.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Distributed Least Mean-Square Estimation With Partial Diffusion.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Analysis of the Gradient-Descent Total Least-Squares Adaptive Filtering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Adaptive Distributed Estimation Based on Recursive Least-Squares and Partial Diffusion.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Unbiased Recursive Least-Squares Estimation Utilizing Dichotomous Coordinate-Descent Iterations.

[BibT_eX]

[DOI]

Tülay Adali

IEEE Trans. Signal Process., 2014

Reduced-Communication Diffusion LMS Strategy for Adaptive Distributed Estimation.

[BibT_eX]

[DOI]

CoRR, 2014

Mean-Square Performance of the Constrained LMS Algorithm.

[BibT_eX]

[DOI]

CoRR, 2014

Adaptive distributed waveform selection for target tracking by a multistatic radar system.

[BibT_eX]

[DOI]

Ngoc Hung Nguyen

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Recursive total least-squares estimation of frequency in three-phase power systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

Unbiased RLS identification of errors-in-variables models in the presence of correlated noise.

[BibT_eX]

[DOI]

Tülay Adali

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Modified quasi-OBE algorithm with improved numerical properties.

[BibT_eX]

[DOI]

Signal Process., 2013

Steady-state mean squared error and tracking performance analysis of the quasi-OBE algorithm.

[BibT_eX]

[DOI]

Signal Process., 2013

Reduced-complexity distributed least-squares estimation over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Diffusion-based distributed adaptive estimation utilizing gradient-descent total least-squares.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Adaptive frequency estimation of three-phase power systems with noisy measurements.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Intermittently-updated affine projection algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Estimating frequency of three-phase power systems via widely-linear modeling and total least-squares.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Partial-diffusion recursive least-squares estimation over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Reduced-Complexity Constrained Recursive Least-Squares Adaptive Filtering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Linearly-Constrained Recursive Total Least-Squares Algorithm.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2012

Affine projection algorithm with selective projections.

[BibT_eX]

[DOI]

Signal Process., 2012

Low-complexity adaptive decision-feedback equalization of MIMO channels.

[BibT_eX]

[DOI]

Signal Process., 2012

Adaptive decision-feedback equalization of MIMO channels using coordinate descent iterations.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Affine projection algorithm with variable projection order.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Set-membership recursive least-squares adaptive filtering algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Tracking performance analysis of the set-membership NLMS Adaptive Filtering Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Low-complexity implementation of the constrained recursive least-squares algorithm.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

Partial-update adaptive decision-feedback equalization.

[BibT_eX]

[DOI]

Sylvie Perreau

Proceedings of the 19th European Signal Processing Conference, 2011

MIMO-DFE coupled with V-BLAST for adaptive equalization of wideband MIMO channels.

[BibT_eX]

[DOI]

Sylvie Perreau

Proceedings of the 19th European Signal Processing Conference, 2011

2002

A New Propagation Model for Cellular Mobile Radio Communications in Urban Environments Including Tree Effects.

[BibT_eX]

[DOI]