Publications
Also on Google Scholar and ORCID.
Journal Articles4
IEEE Transactions on Control Systems Technology, 2025 Under review
Coverage-Recon: Coordinated Multi-Drone Image Sampling with Online Map Feedback
arXiv:2510.18347. Extends our ECC 2025 conference paper.
@article{hanif2025coverage,
title = {Coverage-Recon: Coordinated Multi-Drone Image Sampling with Online Map Feedback},
author = {Hanif, Muhammad and Terunuma, Reiji and Sumino, Takumi and Cheng, Kelvin and Hatanaka, Takeshi},
journal = {arXiv preprint arXiv:2510.18347},
year = {2025}
}
SICE Journal of Control, Measurement, and System Integration, 2024
Angle-Aware Coverage with Camera Rotational Motion Control
pp. 211–221. Open access. Preprint arXiv:2404.13915.
@article{lu2024anglewarecamera,
title = {Angle-Aware Coverage with Camera Rotational Motion Control},
author = {Lu, Zhiyuan and Hanif, Muhammad and Shimizu, Takumi and Hatanaka, Takeshi},
journal = {SICE Journal of Control, Measurement, and System Integration},
volume = {17},
number = {1},
pages = {211--221},
year = {2024},
doi = {10.1080/18824889.2024.2351637}
}
SICE Journal of Control, Measurement, and System Integration, 2024
Efficient Angle-Aware Coverage Control for Large-Scale Map Reconstruction using Drone Networks
pp. 144–155. Open access.
@article{hanif2024angleaware,
title = {Efficient Angle-Aware Coverage Control for Large-Scale Map Reconstruction using Drone Networks},
author = {Hanif, Muhammad and Shimizu, Takumi and Lu, Zhiyuan and Suenaga, Masaya and Hatanaka, Takeshi},
journal = {SICE Journal of Control, Measurement, and System Integration},
volume = {17},
number = {1},
pages = {144--155},
year = {2024},
doi = {10.1080/18824889.2024.2346375}
}
Solar Energy, 2023
Predictive Receding-Horizon Multi-Robot Task Allocation Applied to the Mapping of Direct Normal Irradiance in a Thermosolar Power Plant
@article{martin2023predictive,
title = {Predictive receding-horizon multi-robot task allocation applied to the mapping of direct normal irradiance in a thermosolar power plant},
author = {Martin, Javier G. and Hanif, Muhammad and Hatanaka, Takeshi and Maestre, Jose M. and Camacho, Eduardo F.},
journal = {Solar Energy},
volume = {263},
pages = {111911},
year = {2023}
}
Book Chapters1
Nonlinear and Constrained Control — Springer Nature, 2025
Hierarchical Vessel Safe Operation in a Port through CBF, MPC and RRT-like Spatiotemporal Path Planning
Book chapter, pp. 407–441. E. Garone, I. V. Kolmanovsky and T. W. Nguyen (eds).
@incollection{otsuki2025hierarchical,
title = {Hierarchical Vessel Safe Operation in a Port through CBF, MPC and RRT-like Spatiotemporal Path Planning},
author = {Otsuki, Satoshi and Hatta, Naoki and Hanif, Muhammad and Funada, Riku and Nakashima, Kenichi and Hatanaka, Takeshi},
booktitle = {Nonlinear and Constrained Control --- Applications, Synergies, Challenges and Opportunities},
editor = {Garone, E. and Kolmanovsky, I. V. and Nguyen, T. W.},
publisher = {Springer Nature},
pages = {407--441},
year = {2025}
}
Conference Papers12
3rd BrIAS Conference on Smart Agriculture, 2026
Hyperspectral Imaging for Useful Substance Production Using Rice Plants Cultivated in Closed Plant Factories with Artificial Lighting
Brussels, Belgium, 4–6 February 2026.
@inproceedings{uto2026hyperspectral,
title = {Hyperspectral Imaging for Useful Substance Production Using Rice Plants Cultivated in Closed Plant Factories with Artificial Lighting},
author = {Uto, Kuniaki and Takahashi, Shunsuke and Hanif, Muhammad and Takahashi, Masaki and Yoshi, Koji and Hatanaka, Takeshi},
booktitle = {3rd BrIAS Conference on Smart Agriculture},
address = {Brussels, Belgium},
year = {2026}
}
European Plant Phenomics Symposium (EPPS), 2025
Hyperspectral Data-Based Growth State Estimation of Rice Plants Cultivated in Closed Plant Factories with Artificial Lighting
@inproceedings{uto2025hyperspectral,
title = {Hyperspectral Data-Based Growth State Estimation of Rice Plants Cultivated in Closed Plant Factories with Artificial Lighting},
author = {Uto, Kuniaki and Hanif, Muhammad and Takahashi, Shunsuke and Takahashi, Masaki and Yoshi, Koji and Hatanaka, Takeshi},
booktitle = {European Plant Phenomics Symposium (EPPS)},
year = {2025}
}
European Control Conference (ECC), 2025
Impact of Real-time Map Feedback on Coordinated Image Sampling for 3D Reconstruction
pp. 1372–1379. *These authors contributed equally.
@inproceedings{hanifimpact2025,
author = {Hanif, Muhammad and Sumino, Takumi and Uto, Kuniaki and Ichihashi, Daisuke and Cheng, Kelvin and Hatanaka, Takeshi},
booktitle = {2025 European Control Conference (ECC)},
title = {Impact of Real-time Map Feedback on Coordinated Image Sampling for 3D Reconstruction},
year = {2025},
pages = {1372--1379},
doi = {10.23919/ECC65951.2025.11187242}
}
European Control Conference (ECC), 2025
Hierarchical Multi-Robot Data Sampling for Environmental State Estimation through Online Gaussian Process
@inproceedings{suenaga2025hierarchical,
title = {Hierarchical Multi-Robot Data Sampling for Environmental State Estimation through Online Gaussian Process},
author = {Suenaga, Masaya and Hanif, Muhammad and Uto, Kuniaki and Hatanaka, Takeshi},
booktitle = {Proceedings of the 2025 European Control Conference (ECC)},
year = {2025}
}
SICE Annual Conference, 2024
Real-time Adaptation of Drone Altitude and Object Detection Model for Moving Target Tracking
pp. 533–538.
@inproceedings{hanif2024realtime,
title = {Real-time Adaptation of Drone Altitude and Object Detection Model for Moving Target Tracking},
author = {Hanif, Muhammad and Hatanaka, Takeshi},
booktitle = {Proceedings of the SICE Annual Conference},
pages = {533--538},
year = {2024}
}
SICE Annual Conference, 2024
Angle-Aware Full 3D Coverage Control with ADMM-based Dynamic Assignment of Charging Stations
pp. 1119–1124.
@inproceedings{lu2024admm,
title = {Angle-Aware Full 3D Coverage Control with ADMM-based Dynamic Assignment of Charging Stations},
author = {Lu, Zhiyuan and Hanif, Muhammad and Hatanaka, Takeshi},
booktitle = {Proceedings of the SICE Annual Conference},
pages = {1119--1124},
year = {2024}
}
IFAC World Congress, 2023
Hierarchical Vessel Autonomous Operation in a Port with Safety Certificates: Combined MPC and CBF Approach
IFAC-PapersOnLine 56(2), pp. 3138–3145.
@article{otsuki2023hierarchical,
title = {Hierarchical Vessel Autonomous Operation in a Port with Safety Certificates: Combined MPC and CBF Approach},
author = {Otsuki, Satoshi and Hatta, Naoki and Hanif, Muhammad and Hatanaka, Takeshi and Nakashima, Kenichi},
journal = {IFAC-PapersOnLine},
volume = {56},
number = {2},
pages = {3138--3145},
year = {2023}
}
ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2023
Human Workload Evaluation of Drone Swarm Formation Control using Virtual Reality Interface
Companion proceedings, pp. 132–136.
@inproceedings{asavasirikulkij2023human,
title = {Human Workload Evaluation of Drone Swarm Formation Control using Virtual Reality Interface},
author = {Asavasirikulkij, Chanun and Hanif, Muhammad},
booktitle = {Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction},
pages = {132--136},
year = {2023},
doi = {10.1145/3568294.3580057}
}
European Control Conference (ECC), 2022
Predictive Receding-Horizon Multi-Robot Task Allocation with Moving Tasks
pp. 2030–2035.
@inproceedings{martin2022predictive,
title = {Predictive receding-horizon multi-robot task allocation with moving tasks},
author = {Martin, Javier G. and Hanif, Muhammad and Hatanaka, Takeshi and Maestre, Jose M. and Camacho, Eduardo F.},
booktitle = {2022 European Control Conference (ECC)},
pages = {2030--2035},
year = {2022},
publisher = {IEEE}
}
IEEE Region 10 Conference (TENCON), 2020
Automatic Diabetic Retinopathy Classification with EfficientNet
pp. 756–760.
@inproceedings{lazuardi2020automatic,
title = {Automatic diabetic retinopathy classification with EfficientNet},
author = {Lazuardi, Rachmadio Noval and Abiwinanda, Nyoman and Suryawan, Tafwida Hesaputra and Hanif, Muhammad and Handayani, Astri},
booktitle = {2020 IEEE Region 10 Conference (TENCON)},
pages = {756--760},
year = {2020},
publisher = {IEEE}
}
World Congress on Medical Physics and Biomedical Engineering, 2018
Brain Tumor Classification Using Convolutional Neural Network
Volume 1, pp. 183–189. Springer Singapore.
@inproceedings{abiwinanda2019brain,
title = {Brain tumor classification using convolutional neural network},
author = {Abiwinanda, Nyoman and Hanif, Muhammad and Hesaputra, S. Tafwida and Handayani, Astri and Mengko, Tati Rajab},
booktitle = {World Congress on Medical Physics and Biomedical Engineering 2018},
volume = {1},
pages = {183--189},
year = {2019},
publisher = {Springer Singapore}
}
International Conference on Intelligent Unmanned Systems (ICIUS), 2018
Design and Development of Tube-Launched Unmanned Aerial Vehicle
@inproceedings{muzammil2018design,
title = {Design and Development of Tube-Launched Unmanned Aerial Vehicle},
author = {Muzammil, Ahmad Fadlillah and Rosid, Nurhayyan Halim and Hanif, Muhammad and Fadel, Naufalino and Moelyadi, M. Agoes and Budiyono, Agus},
booktitle = {International Conference on Intelligent Unmanned Systems (ICIUS)},
year = {2018}
}
Domestic Conferences & Invited Talks1
Theses3
Ph.D. Dissertation, Institute of Science Tokyo, 2025
Multi-Drone Coordinated Image Sampling for 3D Map Reconstruction through Efficient and Scene-Adaptive Coverage Control
Department of Systems and Control Engineering. Advisor: Prof. Takeshi Hatanaka.
M.Eng. Thesis, Tokyo Institute of Technology, 2022
Real-Time Optimization for Dynamic Multiple Target Allocation and Tracking with Heterogeneous Robotic Systems
Department of Systems and Control Engineering.
B.Sc. Thesis, Bandung Institute of Technology, 2018
Design and Implementation of Control System in Hybrid Underwater Glider Vehicle in ROS Environment
Department of Electrical Engineering. Advisors: Prof. Bambang Riyanto and Dr. Egi Hidayat.
Patents1
Indonesia Patent No. P00202102652, 2021