Imperial College London

DrMichalKozlowski

Faculty of EngineeringDepartment of Electrical and Electronic Engineering

Research Associate
 
 
 
//

Contact

 

m.kozlowski

 
 
//

Location

 

Electrical EngineeringSouth Kensington Campus

//

Summary

 

Publications and Academic Output

Doctoral Thesis:


'Robust and Efficient Residential Indoor Localisation for Healthcare', M. Kozlowski, University of Bristol, 2020


Book Chapters and Journal publications:

'H4LO: Automation Platform for Efficient RF Fingerprinting using SLAM-derived Map and Poses', M. Kozlowski, N. Twomey, D. Byrne, J. Pope, R. Santos-Rodriguez and R. J. Piechocki, IET Radar, Sonar and Navigation, 2020

'Sensor Modalities and Fusion for Robust Indoor Localisation'M. Kozlowski, R. Santos-Rodriguez and R. J. Piechocki, EAI Endorsed Transactions on Ambient Systems, 2019

'Residential Wearable RSSI and Accelerometer Measurements with Detailed Location Annotations', D. Byrne, M. KozlowskiR. Santos-Rodriguez and R. J. Piechocki and I. Craddock, Scientific Data, Nature, 2018

'SPHERE: A Sensor Platform for Healthcare in a Residential Environment', P. Woznowski, A. Burrows, T. Diethe, X. Fafoutis, J. Hall, S. Hannuna, M. Camplani, N. Twomey, M. Kozlowski, B. Tan, N. Zhu, A. Elsts, A. Vafeas, A. Paiement, L. Tao, M. Mirmehdi, T. Burghardt, D. Damen, P. Flach, R. Piechocki, I. Craddock and G. Oikonomou, in Designing, Developing, and Facilitating Smart Cities, Springer, 2017 


Workshop and Conference Publications:


'Neural ODEs with Stochastic Vector Field Mixtures', N. Twomey, M. Kozlowski and R. Santos-Rodriguez, Preprint, arXiv, 2019

'Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks', M. Kozlowski, R. McConville, R. Santos-Rodriguez and R. J. Piechocki, European Conference on Machine Learning Workshop on Green Data Mining, 2018

'Data Fusion for Robust Indoor Localisation in Digital Health', M. Kozlowski, D. Byrne, R. Santos-Rodriguez and R. J. Piechocki, IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2018

'SPHERE-in-a-box: Practical and Scalable Eurvalve Activity Monitoring Smart Home Kit', J. Pope, R. McConville, M. Kozlowski, X. Fafoutis, R. Santos-Rodriguez, R. J. Piechocki, I. Craddock, IEEE 42nd Conference on Local Computer Networks Workshops (LCN Workshops), 2017