1993 …2021

Research output per year

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Research Output

2020

From Bits of Data to Bits of Knowledge-An On-Board Classification Framework for Wearable Sensing Systems

Zalewski, P., Marchegiani, L., Elsts, A., Piechocki, R., Craddock, I. & Fafoutis, X., 16 Mar 2020, In : Sensors (Basel, Switzerland). 20, 6

Research output: Contribution to journalArticle (Academic Journal)

Open Access

TSCH Networks for Health IoT: Design, Evaluation and Trials in the Wild

Elsts, A., Fafoutis, X., Oikonomou, G., Piechocki, R. J. & Craddock, I. J., 9 Apr 2020, In : ACM Transactions on Internet of Things. 1, 2, p. 9:1-9:27 27 p., 9.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
4 Downloads (Pure)

Wearable Devices for Digital Health: The SPHERE Wearable 3

Vafeas, A. T., Biswas, M. I., Fafoutis, X., Elsts, A., Craddock, I. J., Piechocki, R. J. & Oikonomou, G., 19 Feb 2020.

Research output: Contribution to conferenceConference Paper

Open Access
File
40 Downloads (Pure)
2019

A dataset for room level indoor localization using a smart home in a box

McConville, R., Byrne, D., Craddock, I., Piechocki, R., Pope, J. & Santos-Rodriguez, R., Feb 2019, In : Data in Brief. 22, p. 1044-1051 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
114 Downloads (Pure)

Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring

Yordanova, K., Lüdtke, S., Whitehouse, S., Krüger, F., Paiement, A., Mirmehdi, M., Craddock, I. & Kirste, T., Mar 2019, In : Sensors. 19, 3, 30 p., 646.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
6 Citations (Scopus)
253 Downloads (Pure)

Home health monitoring around the time of surgery: qualitative study of patients’ experiences before and after joint replacement

Grant, S., Blom, A. W., Craddock, I., Whitehouse, M. & Gooberman-Hill, R., 15 Dec 2019, In : BMJ Open. 9, 12, 10 p., e032205.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
77 Downloads (Pure)

N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding

McConville, R., Santos-Rodriguez, R., Piechocki, R. J. & Craddock, I., 16 Aug 2019, (Accepted/In press) In : arXiv.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
25 Downloads (Pure)

Towards estimation of cooking complexity: free-text annotations in the kitchen environment

Tonkin, E. L., Bykowska, A. S., Berg, H. & Craddock, I. J., 16 Sep 2019, (Accepted/In press) Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

User involvement in digital health: Working together to design smart home health technology

Burrows, A., Meller, B., Craddock, I., Hyland, F. & Gooberman-Hill, R., 1 Feb 2019, In : Health Expectations. 22, 1, p. 65-73 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
204 Downloads (Pure)
2018

A Comprehensive Study of Activity Recognition using Accelerometers

Twomey, N., Diethe, T., Fafoutis, X., Elsts, A., McConville, R., Flach, P. & Craddock, I., Jun 2018, In : Informatics. 5, 2, 37 p., 27.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
26 Citations (Scopus)
315 Downloads (Pure)

Adaptive static scheduling in IEEE 802.15.4 TSCH networks

Fafoutis, X., Elsts, A., Oikonomou, G., Piechocki, R. & Craddock, I., Jun 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT). Institute of Electrical and Electronics Engineers (IEEE), p. 263-268 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
10 Citations (Scopus)
194 Downloads (Pure)

A Flexible 2.45-GHz Power Harvesting Wristband with Net System Output from -24.3 dBm of RF Power

Adami, S. E., Proynov, P., Hilton, G. S., Yang, G., Zhang, C., Zhu, D., Li, Y., Beeby, S. P., Craddock, I. J. & Stark, B. H., 1 Jan 2018, In : IEEE Transactions on Microwave Theory and Techniques. 66, 1, p. 380-395 16 p., 7955016.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
30 Citations (Scopus)
372 Downloads (Pure)

A Guide to the SPHERE 100 Homes Study Dataset

Elsts, A., Burghardt, T., Byrne, D., Camplani, M., Damen, D., Fafoutis, X., Hannuna, S., Harwin, W., Holmes, M., Janko, B., Ponce Lopez, V., Masullo, A., Mirmehdi, M., Oikonomou, G., Piechocki, R., Sherratt, S., Tonkin, E. L., Twomey, N., Vafeas, A., Woznowski, P. R. & 1 others, Craddock, I., 31 Oct 2018, (Unpublished) 38 p.

Research output: Working paperWorking paper and Preprints

File
21 Downloads (Pure)

An Accelerometer Lossless Compression Algorithm and Energy Analysis for IoT Devices

Pope, J., Vafeas, A., Elsts, A., Oikonomou, G., Piechocki, R. & Craddock, I., 15 Apr 2018, (Accepted/In press) 2018 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). Institute of Electrical and Electronics Engineers (IEEE)

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

An Ultra Low Power Personalizable Wrist Worn ECG Monitor Integrated with IoT Infrastructure

Beach, C., Krachunov, S., Pope, J., Fafoutis, X., Piechocki, R. J., Craddock, I. & Casson, A. J., 28 Aug 2018, In : IEEE Access. 6, p. 44010-44021 12 p., 8432430.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
13 Citations (Scopus)
218 Downloads (Pure)

Enabling Healthcare in Smart Homes: The SPHERE IoT Network Infrastructure

Elsts, A., Fafoutis, X., Woznowski, P. R., Tonkin, E. L., Oikonomou, G., Piechocki, R. & Craddock, I., Dec 2018, In : IEEE Communications Magazine. 56, 12, p. 164-170 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
8 Citations (Scopus)
261 Downloads (Pure)

Energy-efficient, noninvasive water flow sensor

Vafeas, A., Elsts, A., Pope, J., Fafoutis, X., Oikonomou, G., Piechocki, R. & Craddock, I., 26 Jul 2018, Proceedings - 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018. Institute of Electrical and Electronics Engineers (IEEE), p. 139-146 8 p. 8421342

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

2 Citations (Scopus)

Energy expenditure estimation using visual and inertial sensors

Tao, L., Burghardt, T., Mirmehdi, M., Damen, D., Cooper, A., Camplani, M., Hannuna, S., Paiement, A. & Craddock, I., 1 Feb 2018, In : IET Computer VIsion. 12, 1, p. 36-47 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
3 Citations (Scopus)
273 Downloads (Pure)

Experiences and lessons learned from making IoT sensing platforms for large-scale deployments

Fafoutis, X., Elsts, A., Piechocki, R. & Craddock, I., 2018, In : IEEE Access. 6, p. 3140-3148 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
10 Citations (Scopus)
255 Downloads (Pure)

Extending the battery lifetime of wearable sensors with embedded machine learning

Fafoutis, X., Marchegiani, L., Elsts, A., Pope, J., Piechocki, R. & Craddock, I., Jun 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT 2018): Proceedings of a meeting held 5-8 February 2018, Singapore. Institute of Electrical and Electronics Engineers (IEEE), p. 269-274 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
12 Citations (Scopus)
248 Downloads (Pure)

On-Board Feature Extraction from Acceleration Data for Activity Recognition

Elsts, A., McConville, R., Fafoutis, X., Twomey, N., Piechocki, R., Santos-Rodriguez, R. & Craddock, I., 16 Feb 2018, EWSN ’18: Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks. Association for Computing Machinery (ACM), p. 163-186 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
34 Downloads (Pure)

Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable

McConville, R., Archer, G., Craddock, I., ter Horst, H., Piechocki, R., Pope, J. & Santos-Rodriguez, R., 20 Aug 2018.

Research output: Contribution to conferenceConference Paper

Residential wearable RSSI and accelerometer measurements with detailed location annotations

Byrne, D., Kozlowski, M., Santos-Rodriguez, R., Piechocki, R. & Craddock, I., 21 Aug 2018, In : Scientific Data. 5, 14 p., 180168.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
3 Citations (Scopus)
261 Downloads (Pure)

Scheduling High-Rate Unpredictable Traffic in IEEE 802.15.4 TSCH Networks

Elsts, A., Fafoutis, X., Pope, J., Oikonomou, G., Piechocki, R. & Craddock, I., Apr 2018, 2017 13th International Conference on Distributed Computing in Sensor Systems (DCOSS 2017): Proceedings of a meeting held 5-7 June 2017, Ottawa, Ontario, Canada. Institute of Electrical and Electronics Engineers (IEEE), p. 3-10 8 p. 8271938

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
18 Citations (Scopus)
275 Downloads (Pure)

SPHERE in a Box: Practical and Scalable EurValve Activity Monitoring Smart Home Kit

Pope, J., McConville, R., Kozlowski, M., Fafoutis, X., Santos-Rodriguez, R., Piechocki, R. & Craddock, I., Jan 2018, 2017 IEEE 42nd Conference on Local Computer Networks Workshops (LCN Workshops 2017): Proceedings of a meeting held 9 October 2017, Singapore. Institute of Electrical and Electronics Engineers (IEEE), p. 128-135 8 p. 8110214

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
7 Citations (Scopus)
258 Downloads (Pure)

Talk, text, tag? Understanding self-annotation of smart home data from a user’s perspective

Tonkin, E. L., Burrows, A., Woznowski, P. R., Laskowski, P., Yordanova, K., Twomey, N. & Craddock, I., Jul 2018, In : Sensors. 18, 7, 22 p., 2365.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
5 Citations (Scopus)
303 Downloads (Pure)

Temperature-resilient time synchronization for the internet of things

Elsts, A., Fafoutis, X., Duquennoy, S., Oikonomou, G., Piechocki, R. & Craddock, I., May 2018, In : IEEE Transactions on Industrial Informatics. 14, 5, p. 2241-2250 10 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
9 Citations (Scopus)
204 Downloads (Pure)

Understanding the Quality of Calibrations for Indoor Localisation

McConville, R., Byrne, D., Craddock, I., Piechocki, R., Pope, J. & Santos-Rodriguez, R., Jun 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT 2018): Proceedings of a meeting held 5-8 February 2018, Singapore. Institute of Electrical and Electronics Engineers (IEEE), p. 676-681 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
7 Citations (Scopus)
224 Downloads (Pure)
Open Access
File
5 Citations (Scopus)
269 Downloads (Pure)

Using home sensing technology to assess outcome and recovery after joint replacement – findings from the hip and knee study of a sensor platform of healthcare in a residential environment

Grant, S., Whitehouse, M., Blom, A., Judge, A., Craddock, I. & Gooberman-Hill, R., 16 Apr 2018, Abstracts from the 2018 OARSI World Congress on Osteoarthritis - Promoting Clinical and Basic Research in Osteoarthritis: 26-29 April 2018 - ACC Congress Center Liverpool, United Kingdom. Elsevier Science, p. S342–S343 (Osteoarthritis and Cartilage; vol. 26, no. 1).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
219 Downloads (Pure)
2017

Adaptive channel selection in IEEE 802.15.4 TSCH networks

Elsts, A., Fafoutis, X., Piechocki, R. & Craddock, I., Aug 2017, Global Internet of Things Summit (GIoTS), 2017: Proceedings of a meeting held 6-9 June 2017, Geneva, Switzerland. Institute of Electrical and Electronics Engineers (IEEE), p. 207-212 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
8 Citations (Scopus)
225 Downloads (Pure)

Calorie counter: RGB-depth visual estimation of energy expenditure at home

Tao, L., Burghardt, T., Mirmehdi, M., Damen, D., Cooper, A., Hannuna, S., Camplani, M., Paiement, A. & Craddock, I., 15 Mar 2017, Computer Vision - ACCV 2016 Workshops: ACCV 2016 International Workshops, Revised Selected Papers. Springer-Verlag Berlin, p. 239-251 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10116 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
7 Citations (Scopus)
216 Downloads (Pure)

Compound Radar Approach for Breast Imaging

Byrne, D. B., Sarafianou, M. & Craddock, I. J., Jan 2017, In : IEEE Transactions on Biomedical Engineering. 64, 1, p. 40-51 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
20 Citations (Scopus)
437 Downloads (Pure)

Designing Wearable Sensing Platforms for Healthcare in a Residential Environment

Fafoutis, X., Vafeas, A., Janko, B., Sherratt, S., Pope, J., Elsts, A., Mellios, E., Hilton, G., Oikonomou, G., Piechocki, R. & Craddock, I., 7 Sep 2017, In : EAI Endorsed Transactions on Pervasive Health and Technology. 17, 12, 11 p., e1.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
295 Downloads (Pure)

Energy Efficient Heart Rate Sensing using a Painted Electrode ECG Wearable

Krachunov, S., Beach, C., Casson, A. J., Pope, J., Fafoutis, X., Piechocki, R. & Craddock, I., Aug 2017, 2017 Global Internet of Things Summit (GIoTS 2017): Proceedings of a meeting held 6-9 June 2017, Geneva, Switzerland. Institute of Electrical and Electronics Engineers (IEEE), p. 297-302 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
15 Citations (Scopus)
274 Downloads (Pure)

Evaluating the use of voice-enabled technologies for ground-truthing activity data

Woznowski, P. R., Burrows, A., Laskowski, P., Tonkin, E. L. & Craddock, I., Jun 2017, 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2017): Proceedings of a meeting held 13-17 March 2017, Kona, Big Island, Hawaii, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 135-149 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
260 Downloads (Pure)

Less Becomes More for Microwave Imaging: Design and Validation of an Ultrawide-Band Measurement Array

Byrne, D., Craddock, I., Gibbins, D., Monsalve, B. & Henriksson, T., Oct 2017, In : IEEE Antennas and Propagation Magazine. 59, 5, p. 72-85 14 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
4 Citations (Scopus)
219 Downloads (Pure)

Microsecond-accuracy time synchronization using the IEEE 802.15.4 TSCH Protocol

Elsts, A., Duquennoy, S., Fafoutis, X., Oikonomou, G., Piechocki, R. & Craddock, I., May 2017, 2016 IEEE 41st Conference on Local Computer Networks Workshops (LCN Workshops 2016): Proceedings of a meeting held 7-10 November 2016, Dubai, United Arab Emirates. Institute of Electrical and Electronics Engineers (IEEE), p. 156-164 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
16 Citations (Scopus)
236 Downloads (Pure)

Off-body antenna wireless performance evaluation in a residential environment

Dumanli, S., Sayer, L., Mellios, E., Fafoutis, X., Hilton, G. & Craddock, I., Nov 2017, In : IEEE Transactions on Antennas and Propagation. 65, 11, p. 6076-6084 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
7 Citations (Scopus)
273 Downloads (Pure)

SPHERE: A sensor platform for healthcare in a residential environment

Woznowski, P. R., Burrows, A., Diethe, T., Fafoutis, X., Hall, J., Hannuna, S., Camplani, M., Twomey, N., Kozlowski, M., Tan, B., Zhu, N., Elsts, A., Vafeas, A., Paiement, A., Tao, L., Mirmehdi, M., Burghardt, T., Damen, D., Flach, P., Piechocki, R. & 2 others, Craddock, I. & Oikonomou, G., 2017, Designing, Developing, and Facilitating Smart Cities: Urban Design to IoT Solutions. Angelakis, V., Tragos, E., Pöhls, H. C., Kapovits, A. & Bassi, A. (eds.). Springer, p. 315-333 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

Unsupervised learning of sensor topologies for improving activity recognition in smart environments

Twomey, N., Diethe, T., Craddock, I. & Flach, P., 19 Apr 2017, In : Neurocomputing. 234, p. 93-106 13 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
14 Citations (Scopus)
361 Downloads (Pure)

What's Cooking and Why? Behaviour Recognition During Unscripted Cooking Tasks for Health Monitoring

Yordanova, K., Whitehouse, S., Paiement, A., Mirmehdi, M., Kirste, T. & Craddock, I., 2017, IEEE International Conference on Pervasive Computing and Communications. Institute of Electrical and Electronics Engineers (IEEE)

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

2016

A comparative home activity monitoring study using visual and inertial sensors

Tao, L., Burghardt, T., Hannuna, S. L., Camplani, M., Paiement, A. T. M., Aldamen, D., Mirmehdi, M. & Craddock, I. J., Apr 2016, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom 2015): Proceedings of a meeting held 14-17 October 2015, Boston, MA, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 644-647 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
287 Downloads (Pure)

A comparative study of pose representation and dynamics modelling for online motion quality assessment

Tao, L., Paiement, A., Aldamen, D., Mirmehdi, M., Hannuna, S., Camplani, M., Burghardt, T. & Craddock, I., 1 Jul 2016, In : Computer Vision and Image Understanding. 148, p. 136-152 17 p.

Research output: Contribution to journalSpecial issue (Academic Journal)

Open Access
File
34 Citations (Scopus)
334 Downloads (Pure)

A Human Activity Recognition Framework for Healthcare Applications: ontology, labelling strategies, and best practice

Woznowski, P. R., King, R., Harwin, W. & Craddock, I., 23 Apr 2016, Proceedings of the International Conference on Internet of Things and Big Data 2016. Rome, Italy: SciTePress, p. 369-377 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
9 Citations (Scopus)
445 Downloads (Pure)

A Numerical Study of Debye and Conductive Dispersion in High Dielectric Materials Using a General ADE-FDTD Algorithm

Gibbins, D., Railton, C., Craddock, I. & Henriksson, T. N. T., Jun 2016, In : IEEE Transactions on Antennas and Propagation. 64, 6, p. 2401-2409 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
6 Citations (Scopus)
260 Downloads (Pure)

A residential maintenance-free long-term activity monitoring system for healthcare applications

Fafoutis, X., Tsimbalo, E., Mellios, E., Hilton, G. S., Piechocki, R. J. & Craddock, I. J., Dec 2016, In : EURASIP Journal on Wireless Communications and Networking. 2016, 1, 20 p., 31.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
23 Citations (Scopus)
344 Downloads (Pure)

BLE or IEEE 802.15.4: Which Home IoT Communication Solution is more Energy-Efficient?

Fafoutis, X., Tsimbalo, E., Zhao, W., Chen, H., Mellios, E., Harwin, W., Piechocki, R. & Craddock, I., 20 Dec 2016, In : EAI Endorsed Transactions on the Internet of Things. 16, 5, e4.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
319 Downloads (Pure)

Classification and suitability of sensing technologies for activity recognition

Woznowski, P. R., Kaleshi, D., Oikonomou, G. & Craddock, I. J., 1 Sep 2016, In : Computer Communications. 89-90, p. 34-50 17 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
18 Citations (Scopus)
397 Downloads (Pure)

Designing a video monitoring system for AAL applications: the SPHERE case study

Hall, J., Hannuna, S., Camplani, M., Mirmehdi, M., Aldamen, D., Burghardt, T., Tao, L., Paiement, A. & Craddock, I., Dec 2016, 2nd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2016). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 7801345

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
5 Citations (Scopus)
278 Downloads (Pure)