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2016
KDamping: A stiffness based passive damping concept
Antoniadis, I., Sapountzakis, I., Kanarachos, S. & Gryllias, K., Sep 2016, Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics. Sas, P., Moens, D. & van de Walle, A. (eds.). KU Leuven, p. 535-546 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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2019
Vehicle Dynamics Virtual Sensing Using Unscented Kalman Filter: Simulations and Experiments in a Driver-in-the-loop setup
Acosta, M., Kanarachos, S. & Fitzpatrick, M., 18 Apr 2019, Informatics in Control, Automation and Robotics: 14th International Conference, ICINCO 2017 Madrid, Spain, July 26-28, 2017 Revised Selected Papers. Springer Verlag, p. 582-602 21 p. (Lecture Notes in Electrical Engineering; vol. 495).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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2017
Road Friction Virtual Sensing: A Review of Estimation Techniques with Emphasis on Low Excitation Approaches
Acosta, M., Kanarachos, S. & Blundell, M., 28 Nov 2017, In: Applied Sciences (Switzerland). 7, 12, 47 p., 1230.Research output: Contribution to journal › Article › peer-review
Open AccessFile25 Citations (Scopus)34 Downloads (Pure) -
2020
A Visual Contrast–Based Fruit Fly Algorithm for Optimizing Conventional and Nonconventional Machining Processes
Fountas, N. A., Kanarachos, S. & Stergiou, C. I., 9 Aug 2020, In: International Journal of Advanced Manufacturing Technology. 109, 9-12, p. 2901-2914 14 p.Research output: Contribution to journal › Article › peer-review
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2017
RLS with Optimum Multiple Adaptive Forgetting Factors for SoC and SoH Estimation of Li-Ion Battery
Rijanto, E., Rozaqi, L., Nugroho, A. & Kanarachos, S., 16 Oct 2017, Proceedings of the 2017 5th International Conference on Instrumentation, Control, and Automation, ICA 2017. Institute of Electrical and Electronics Engineers Inc., p. 73-77 5 p. 8068416Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile4 Citations (Scopus)92 Downloads (Pure) -
Estimation of tire forces, road grade, and road bank angle using tire model-less approaches and Fuzzy Logic
Acosta, M., Alatorre, A., Kanarachos, S., Victorino, A. & Charara, A., 1 Jul 2017, p. 14836-14842. 7 p.Research output: Contribution to conference › Paper › peer-review
8 Citations (Scopus) -
Optimized Tire Force Estimation using Extended Kalman Filter and Fruit Fly Optimization
Kanarachos, S., Acosta, M. & Fitzpatrick, M., 18 Dec 2017, 43rd Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 4074-4079 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile2 Citations (Scopus)122 Downloads (Pure) -
Accurate Virtual Sensing of Vertical Tire Forces for Enhanced Handling Dynamics
Acosta, M., Kanarachos, S. & Fitzpatrick, M., 18 Dec 2017, IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
5 Citations (Scopus) -
2019
Machine learning algorithms for wet road surface detection using acoustic measurements
Kanarachos, S., Blundell, M., Haas, O., Kalliris, M. & Kotsakis, R., 24 May 2019, Proceedings - 2019 IEEE International Conference on Mechatronics, ICM 2019. IEEE, Vol. (In-press). p. 265-270 6 p. 8722834Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
5 Citations (Scopus) -
2020
Corner Test Cases for ADAS and HAVs: A Computational Study on the Influence of Road Irregularities on Vehicle Vision Systems
Weber, Y. & Kanarachos, S., 13 Feb 2020, Advances in Dynamics of Vehicles on Roads and Tracks - Proceedings of the 26th Symposium of the International Association of Vehicle System Dynamics, IAVSD 2019. Klomp, M., Bruzelius, F., Nielsen, J. & Hillemyr, A. (eds.). 1 ed. Springer, p. 1008-1016 9 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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CUPAC – The Coventry University public road dataset for automated cars
Weber, Y. & Kanarachos, S., Feb 2020, In: Data in Brief. 28, 6 p., 104950.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2019
Spontaneous Fruit Fly Optimisation for truss weight minimisation: Performance evaluation based on the no free lunch theorem
Onyekpe, U., Kanarachos, S. & Fitzpatrick, M. E., 24 Sep 2019.Research output: Contribution to conference › Paper › peer-review
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2020
Vehicular localisation at high and low estimation rates during gnss outages: A deep learning approach
Onyekpe, U., Kanarachos, S., Palade, V. & Christopoulos, S. R. G., 25 Sep 2020, Advances in Intelligent Systems and Computing. Springer Science and Business Media Deutschland GmbH, p. 229-248 20 p. (Advances in Intelligent Systems and Computing; vol. 1232).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
1 Citation (Scopus) -
2019
Visual and Thermal Data for Pedestrian and Cyclist Detection
Ahmed, S., Huda, M. N., Rajbhandari, S., Saha, C., Elshaw, M. & Kanarachos, S., 2019, Towards Autonomous Robotic Systems - 20th Annual Conference, TAROS 2019, Proceedings: 20th Annual Conference, TAROS 2019, London, UK, July 3–5, 2019, Proceedings, Part II. Althoefer, K., Konstantinova, J. & Zhang, K. (eds.). Springer, p. 223-234 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11650 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile -
2017
Fast Energy-Efficient Torque Distribution Amongst Multiple Drivetrains
Dizqah, A. M., Blundell, M., Vantsevich, V., Kanarachos, S. & Ballard, B., 25 Sep 2017, Proceedings of the 19th International & 14th European-African Regional Conference of the ISTVS. Budapest, Hungary: International Society for Terrain-Vehicle Systems, p. (in press) 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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2016
Characterisation of vibration input to flywheel used on urban bus
Wang, L., Kanarachos, S. & Christensen, J., 2016, In: Journal of Physics: Conference Series. 744, 1, 10 p., 012214.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)38 Downloads (Pure) -
2020
Classification of a Pedestrian’s Behaviour Using Dual Deep Neural Networks
Spooner, J., Cheah, M., Palade, V., Kanarachos, S. & Daneshkhah, A., 4 Jul 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). 1 ed. Springer, p. 581-597 17 p. (Advances in Intelligent Systems and Computing; vol. 1230 AISC).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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Generation of pedestrian pose structures using generative adversarial networks
Spooner, J., Cheah, M., Palade, V., Kanarachos, S. & Daneshkhah, A., 17 Feb 2020, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1644-1650 7 p. 8999199. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
1 Citation (Scopus) -
2019
Motion sickness in automated vehicles with forward and rearward facing seating orientations
Salter, S., Diels, C., Herriotts, P., Kanarachos, S. & Thake, D., Jul 2019, In: Applied Ergonomics. 78, p. 54-61 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Citations (Scopus)58 Downloads (Pure) -
2020
Automated Post-Processing for Sheet Metal Component Manufacturing
Sehmi, M. S., Christensen, J., Bastien, C., Wilson, A. & Kanarachos, S., May 2020, In: Advances in Engineering Software. 143, 102794.Research output: Contribution to journal › Article › peer-review
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2017
Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform
Kanarachos, S., Christopoulos, S., Chroneos, A. & Fitzpatrick, M., Nov 2017, In: Expert Systems with Applications. 85, p. 292-304Research output: Contribution to journal › Article › peer-review
Open AccessFile52 Citations (Scopus)543 Downloads (Pure) -
2016
KDamping: A Stiffness Based Vibration Absorption Concept
Antoniadis, I. A., Kanarachos, S., Gryllias, K. & Sapountzakis, I., 2016, In: Journal of Vibration and Control. In pressResearch output: Contribution to journal › Article › peer-review
Open AccessFile28 Citations (Scopus)106 Downloads (Pure) -
2020
A taxonomy of validation strategies to ensure the safe operation of highly automated vehicles
Batsch, F., Kanarachos, S., Cheah, M., Ponticelli, R. & Blundell, M., 20 Mar 2020, In: Journal of Intelligent Transportation Systems. (In-press), p. (In-press)Research output: Contribution to journal › Review article › peer-review
2 Citations (Scopus) -
2017
Comparison between RLS-GA and RLS-PSO For Li-ion battery SOC and SOH estimation: a simulation study
Rozaqi, L., Rijanto, E. & Kanarachos, S., Aug 2017, In: Journal of Mechatronics, Electrical Power, and Vehicular Technology. 8, 1, p. 40-49 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Implementation assessment of a Wave Energy Converter, based on fully enclosed multi-axis inertial reaction mechanisms
Antoniadis, I. A., Georgoutsos, V., Paradeisiotis, A., Kanarachos, S. A. & Gryllias, K., Dec 2017, In: Discontinuity, Nonlinearity, and Complexity. 6, 4, p. 445-463 19 p.Research output: Contribution to journal › Article › peer-review
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2019
Applicability of modern correlation tools for ride comfort evaluation and estimation
Cieslak, M. P., Kanarachos, S., Blundell, M., Diels, C. & Baxendale, A., 29 Aug 2019, Proceedings of The Second International Conference on Comfort ICC2019. 8 ed. Faculty of Industrial Design Engineering, Delft University of TechnologyResearch output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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2016
Path planning using vehicle slip angle prediction for obstacle avoidance manoeuvres in complex driving scenarios
Kanarachos, S. & Chrysakis, G., 2016, In: WSEAS Transactions on Systems and Control. In pressResearch output: Contribution to journal › Article
File27 Downloads (Pure) -
Preliminary Assessment Of A Wave Energy Conversion Principle, Using Fully Enclosed Multi-Axis Inertial Reaction Mechanisms
Antoniadis, I. A., Georgoutsos, V., Paradeisiotis, A., Kanarachos, S. A. & Gryllias, K., 2016, p. 167 (R).Research output: Contribution to conference › Paper › peer-review
Open AccessFile49 Downloads (Pure) -
2020
DigiCAV project: Exploring a test-driven approach in the development of connected and autonomous vehicles
Kyriakopoulos, I., Jaworski, P. & Kanarachos, S., 23 Jan 2020, 2019 IEEE International Conference on Connected Vehicles and Expo (ICCVE). Institute of Electrical and Electronics Engineers Inc., 6 p. 8965026Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile2 Citations (Scopus)11 Downloads (Pure) -
Accurate ride comfort estimation combining accelerometer measurements, anthropometric data and neural networks
Cieslak, M. P., Kanarachos, S., Diels, C., Blundell, M., Baxendale, A. & Burnett, M., Jun 2020, In: Neural Computing and Applications. 32, 12, p. 8747–8762 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)30 Downloads (Pure) -
2019
The correlation between vehicle vertical dynamics and deep learning-based visual target state estimation: A sensitivity study
Weber, Y. & Kanarachos, S., 8 Nov 2019, In: Sensors (Switzerland). 19, 22, 28 p., 4870.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)1 Downloads (Pure) -
2017
A hybrid hierarchical rally driver model for autonomous vehicle agile maneuvering on loose surfaces
Acosta, M., Kanarachos, S. & Fitzpatrick, M. E., 2017, ICINCO 2017 - Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics. SciTePress, Vol. 2. p. 216-225 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
9 Citations (Scopus) -
A Virtual Sensor for Integral Tire Force Estimation using Tire Model-Less Approaches and Adaptive Unscented Kalman Filter
Acosta, M., Kanarachos, S. & Fitzpatrick, M. E., 26 Jul 2017, ICINCO 2017 - Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics. SciTePress, Vol. 1. p. 386-397 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
13 Citations (Scopus) -
Efficient truss optimization using the contrast-based fruit fly optimization algorithm
Kanarachos, S., Griffin, J. & Fitzpatrick, M. E., Apr 2017, In: Computers & Structures. 182, April, p. 137-148 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile48 Citations (Scopus)117 Downloads (Pure) -
2020
Increased bone conducted vibration reduces motion sickness in automated vehicles
Salter, S., Diels, C., Kanarachos, S., Thake, C. D., Herriotts, P. & Depireux, D., 17 Feb 2020, In: International Journal of Human Factors and Ergonomics. 6, 4, p. 299-318 20 p.Research output: Contribution to journal › Article › peer-review
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2019
Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification
Batsch, F., Daneshkhah, A., Cheah, M., Kanarachos, S. & Baxendale, A., 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 419-424 6 p. 8917119Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile2 Citations (Scopus)22 Downloads (Pure) -
2020
Crashworthy structures for future vehicle architecture of autonomous pods and heavy quadricycles on public roads: A review
Harrison, A., Christensen, J., Bastien, C. & Kanarachos, S., 1 Jan 2020, In: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. 234, 1, p. 3-16 14 p.Research output: Contribution to journal › Review article › peer-review
Open AccessFile1 Citation (Scopus)124 Downloads (Pure) -
2016
Minimum vehicle slip path planning for automated driving using a direct element method
Kanarachos, S., Blundell, M. V. & Kanarachos, A., Sep 2016, In: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. 230, 10, p. 1378-1391 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)64 Downloads (Pure) -
2019
Motion Sickness Prediction Device for Automated Vehicles
Salter, S., Thake, D., Kanarachos, S. & Diels, C., 21 May 2019, In: International Journal of Mechanical and Production Engineering . 7, 2, p. 68-74 16 p., IA-ICMAELNDN-07118-10117.Research output: Contribution to journal › Article › peer-review
Open AccessFile124 Downloads (Pure) -
2016
Analysis and evaluation of energy converters based on multi-axis inertial reaction mechanisms
Antoniadis, I. A., Georgoutsos, V., Paradeisiotis, A., Kanarachos, S. A. & Gryllias, K., Sep 2016, Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics. KU Leuven, Departement Werktuigkunde, p. 667-679 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open Access -
2017
A Hybrid Hierarchical Rally Driver Model for Autonomous Vehicle Agile
Kanarachos, S., Acosta, M. & Fitzpatrick, M., 26 Jul 2017. 10 p.Research output: Contribution to conference › Paper › peer-review
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2020
IO-VNBD: Inertial and Odometry Benchmark Dataset for Ground Vehicle Positioning
Onyekpe, U., Palade, V., Kanarachos, S. & Szkolnik, A., 4 May 2020, In: ArxiV.Research output: Contribution to journal › Article
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2017
Robust Brake Linings Friction Coefficient Estimation For Enhancement of EHB Control
Ricciardi, V., Acosta, M., Ausburg, K., Kanarachos, S. & Ivanov, V., 1 Sep 2017, 26th International Conference on Information, Communication and Automation Technologies, Sarajevo.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
3 Citations (Scopus) -
2019
Learning Driver Braking Behavior using Smartphones, Neural Networks and the Sliding Correlation Coefficient: Road Anomaly Case Study
Christopoulos, S., Kanarachos, S. & Chroneos, A., Jan 2019, In: IEEE Transactions on Intelligent Transportation Systems. 20, 1, p. 65-74 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)199 Downloads (Pure) -
Pedestrian and Cyclist Detection and Intent Estimation for Autonomous Vehicles: A Survey
Ahmed, S., Huda, M. N., Rajbhandari, S., Saha, C., Elshaw, M. & Kanarachos, S., 6 Jun 2019, In: Applied Sciences (Switzerland). 9, 11, 2335.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)45 Downloads (Pure) -
Instantaneous vehicle fuel consumption estimation using smartphones and Recurrent Neural Networks
Kanarachos, S., Mathew, J. & Fitzpatrick, M., 15 Apr 2019, In: Expert Systems with Applications. 120, p. 436-447 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)88 Downloads (Pure) -
2017
Vehicle agile maneuvering: From rally drivers to a finite state machine approach
Acosta, M., Kanarachos, S. & Blundell, M., 9 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 7850095Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile11 Citations (Scopus)447 Downloads (Pure) -
Implementing a finite state machine to achieve vehicle agile maneuvering
Kanarachos, S. & Acosta, M., 13 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile -
Virtual Tyre Force Sensors: An Overview of Tyre Model-based and Tyre Model-less State Estimation Techniques
Acosta, M., Kanarachos, S. & Blundell, M., 2017, In: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. (in press), p. (in press)Research output: Contribution to journal › Article › peer-review
14 Citations (Scopus) -
2020
A Non-Convex Control Allocation Strategy as Energy-Efficient Torque Distributors for On-Road and Off-Road Vehicles
Dizqah, A. M., Ballard, B., Blundell, M., Kanarachos, S. & Innocente, M., Feb 2020, In: Control Engineering Practice. 95, 10 p., 104256.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure)