Prof. Dr. Ir. Rusdha Muharar, M. Sc., IPU.
Prof. Dr. Ir. Rusdha Muharar, M. Sc., IPU.
Fakultas Teknik
Komunikasi Nirkabel, Teori Informasi, dan Pembelajaran Mesin
r.muharar@usk.ac.id
idScopus idThomson idScholar idGaruda
Professional Summary

Rusdha Muharar obtained the Sarjana Teknik (Bachelor of Engineering) degree from Gadjah Mada University, Indonesia, in 1999,  the M.Sc. degree from TU Delft, The Netherlands, in 2004 and the Ph.D. degree from the University of Melbourne, Australia, in 2012, all in Electrical Engineering. He was a post-doctoral research fellow at Dept. Electrical & Computer System Engineering, Monash University from Nov. 2012 to Nov. 2013. Currently, he is a Professor at the Department of Electrical and Computer Engineering, Syiah Kuala University. His research interests are in wireless communications, information theory, and machine learning & its applications. 





 

 



 

 


Educational Background
2008 – 2013
S3
The University Of Melbourne
Teknik Elektro
2002 – 2004
S2
Technische Hogeschool Delft
Teknik Elektro
2000 – 1999
S1
Universitas Gadjah Mada
Teknik Elektro
1 Deep Learning-Based Road Damage Detection Using Improved YOLOv8: Model Performance and Implementation
2026 Q2 · Journal International Journal of Advanced Computer Science and Applications
2 Deep Learning Based Pain Recognition via Facial Expression Using Feature Fusion of Visual and Thermal Images
2026 Q3 · Journal Journal of Electronics Electromedical Engineering and Medical Informatics
3 CNN-Based Obesity Detection Framework Using Typical Regions of Body Thermograms and Soft-Vote Fusion Algorithm
2025 Q1 · Journal Applied Computational Intelligence and Soft Computing
4 On the Performance of Multi-Way Massive MIMO Relay With Linear Processing
2024 Q1 · Journal IEEE Access
5 Towards accurate Diabetic Foot Ulcer image classification: Leveraging CNN pre-trained features and extreme learning machine
2024 Q1 · Journal Smart Health
6 Lightweight convolutional neural network (CNN) model for obesity early detection using thermal images
2024 Q2 · Journal Digital Health
7 DeSPPNet: A Multiscale Deep Learning Model for Cardiac Segmentation
2024 Q2 · Journal Diagnostics
8 Klasifikasi Kanker Payudara Menggunakan Citra Termal Berdasarkan Filter Gabor
2024 No-Q · Journal Syntax Literate; Jurnal Ilmiah Indonesia 9 (4), 2623-2639, 2024
9 Campaign on awareness of the negative impacts of cyberbullying [Kampanye kesadaran tentang dampak negatif dari cyberbullying]
2024 No-Q · Journal Buletin Pengabdian Bulletin of Community Services 4 (1), 44-50, 2024
10 Learning Rate Analysis for Pain Recognition Through Viola-Jones and Deep Learning Methods
2024 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi 13 (2), 77-83, 2024
11 Parallelization of Concise Convolutional Neural Networks for Plant Classification
2023 Q2 · Journal Journal of Ecological Engineering
12 Improved Classification of Handwritten Jawi Script Based on Main Part of Script Body
2023 No-Q · Journal Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (1), 94-104, 2023
13 Efisiensi Energi Sistem Komunikasi mmWave 5G Multi-antena Menggunakan Metode Analog dan Digital Beamforming
2023 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 8 (1), 2023
14 JURNAL RESTI
2023 No-Q · Journal Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 7 (3), 2023
15 Sistem Temu Kembali Citra Termal Kanker Payudara Pada Citra Rekam Medis
2023 No-Q · Journal Jurnal serambi engineering, 2023
16 Enhancement of convolutional neural network for urban environment parking space classification
2022 Q1 · Journal Global Journal of Environmental Science and Management
17 A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images
2022 Q1 · Journal Applied Sciences Switzerland
18 A Review on Multiscale-Deep-Learning Applications
2022 Q1 · Journal Sensors
19 A New Adaptive Power Control Based on LEACH Clustering Protocol for Interference Management in Cooperative D2D Systems
2022 Q1 · Journal IEEE Access
20 PENGENALAN GERAKAN ISYARAT BAHASA INDONESIA MENGGUNAKAN ALGORITMA SURF DAN K-NEAREST NEIGHBOR
2022 No-Q · Journal KITEKTRO: Jurnal Komputer, Informasi Teknologi dan Elektro 7 (1), 50-54, 2022
21 Dataset Kata Jawi untuk Sistem Pengenalan Tulisan Tangan Jawi Kuno
2022 No-Q · Journal Jurnal Serambi Engineering 7 (3), 2022
22 Adaptasi Model CNN Terlatih pada Aplikasi Bergerak untuk Klasifikasi Citra Termal Payudara
2022 No-Q · Journal Jurnal Rekayasa Elektrika 18 (3), 2022
23 Adaptive relay selection based on channel gain and link distance for cooperative out-band device-to-device networks
2021 Q1 · Journal Heliyon
24 Convolutional Neural Networks Untuk Visi Komputer Jaringan Saraf Konvolusional untuk Visi Komputer (Arsitektur Baru, Transfer Learning, Fine Tuning, dan Pruning)
2021 No-Q · Journal Deepublish, 2021
25 Efficient relay selection algorithm for non-orthogonal amplify-and-forward cooperative systems over block-fading channels
2020 Q2 · Journal Radioengineering
26 A Review on Recent Progress in Thermal Imaging and Deep Learning Approaches for Breast Cancer Detection
2020 Q1 · Journal IEEE Access
27 Optimal power allocation and training duration for uplink multiuser massive MIMO Systems with MMSE receivers
2020 Q1 · Journal IEEE Access
28 Klasifikasi Otomatis Motif Tekstil Menggunakan Support Vector Machine Multi Kelas
2020 No-Q · Journal Jurnal Teknologi Informasi dan Ilmu Komputer 7 (1), 99-108, 2020
29 Analisis Kinerja MIMO Masif dengan Teknik Precoding Maximum Ratio Transmission
2019 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi 8 (3), 280-289, 2019
30 Linear precoder design for non-orthogonal AF MIMO relaying systems based on MMSE criterion
2018 Q2 · Journal Eurasip Journal on Wireless Communications and Networking
31 Penghematan Daya pada Sistem Komunikasi Kooperatif Two-Way dengan Pengaturan Rasio Data Rate
2018 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI) 7 (2), 190-196, 2018
32 Improving the performance of CBIR on islamic women apparels using normalized PHOG
2017 Q4 · Journal Bulletin of Electrical Engineering and Informatics
33 Effectiveness of MPEG-7 color features in clothing retrieval
2017 Q4 · Journal Bulletin of Electrical Engineering and Informatics
34 Efisiensi Energi Sistem Komunikasi Kooperatif Multi-relay Quantize and Forward Berdasarkan Pemilihan Relay
2017 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI) 6 (1), 66-73, 2017
35 Pengenalan Aksara Jawi Tulisan Tangan Menggunakan Freemen Chain Code (FCC), Support Vector Machine (SVM) dan Aturan Pengambilan Keputusan
2016 No-Q · Journal Jurnal Nasional Teknik Elektro 5 (1), 45-55, 2016
36 Pengenalan Karakter Tulisan Tangan Jawi Menggunakan Metode New Relative Context dan SVM
2016 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi 5 (3), 233-238, 2016
37 Deteksi Pemalsuan Citra dengan Teknik Copy-Move Menggunakan Metode Ordinal Measure dari Koefisien Discrete Cosine Transform
2016 No-Q · Journal Jurnal Nasional Teknik Elektro 5 (2), 165-174, 2016
38 Analisis Konsumsi Daya Sistem Komunikasi Kooperatif Multi Relay Dengan Metode Pemilihan Relay
2016 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 1 (2), 2016
39 Analisi Kinerja Jaringan Kooperatif Multi-hop Relay Berbasis Protokol Amplify-Quantize and Forward (AQF)
2016 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 1 (1), 2016
40 Base station cooperation with feedback optimization: A large system analysis
2014 Q1 · Journal IEEE Transactions on Information Theory
41 Optimal power allocation and user loading for multiuser MISO channels with regularized channel inversion
2013 Q1 · Journal IEEE Transactions on Communications
42 Multiuser precoding in wireless communication systems: Parameter and resource optimization via large system analysis
2012 No-Q · Journal University of Melbourne, Department of Electrical and Electronic Engineering, 2012
43 Multiuser precoding in wireless communication systems
2012 No-Q · Journal Ph. D. dissertation, University of Melbourne, 2012
44 Transmit beamforming with RCI-precoder in training-based TDD broadcast channel
2010 No-Q · Journal Tech. Rep., 2010.[Online]. Available: http://cubinlab. ee. unimelb. edu. au ..., 2010
45 General Co-Chair
- No-Q · Journal
46 Penggunaan Protokol Non-orthogonal Amplify-and-forward pada Jaringan Kooperatif Nirkabel dengan Antena Jamak Virtual
- No-Q · Journal
47 IEEE CYBERNETICSCOM 2019
- No-Q · Journal
48 LINEAR TIME INVARIANT (LTI) SYSTEMS IDENTIFICATION BY SUBSPACE METHOD: MOESP ALGORITHMS
- No-Q · Journal
49 Enhancing Face Detection Performance in Low-Light Conditions Using NIR Thermal Imaging and Image Morphology
- No-Q · Journal Journal of Electrical, Electronic, Information, and Communication Technology ..., 0
1 Edge AI-Based MobileNet-V3 for Helmet Usage Classification in Motorcyclists: Preliminary Study
2025 No-Q · Conference Proceedings 2025 3rd International Conference on Computer System, Information Technology ..., 2025
2 GAN-Assisted Deep Learning for Automated Cardiac MRI Segmentation: A Comparative Study with SegNet Baselines
2025 No-Q · Conference Proceedings 2025 3rd International Conference on Computer System, Information Technology ..., 2025
3 Performance Evaluation of Deep Feature in Cross Spectral Face Recognition
2024 No-Q · Conference Proceedin 2024 11th International Conference on Information Technology, Computer, and ..., 2024
4 Modeling for Semantic Segmentation and Classification of Breast Thermograms Using MobileNetV3 and Boosted Tree
2024 No-Q · Conference Proceedin 2024 International Conference on Computer Engineering, Network, and ..., 2024
5 Scaling and Cutout Data Augmentation for Cardiac Segmentation
2023 Q4 · Book Series Proceedings of International Conference on Data Science and Applications ..., 2023
6 A Mobile Application for Obesity Early Diagnosis Using CNN-based Thermogram Classification
2023 No-Q · Conference Proceedin 2023 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN INFORMATION AND COMMUNICATION, ICAIIC
7 The Performance of Various Concise Convolutional Neural Network Configurations in Classifying Tomato Diseases Based on Leaf Images
2023 Q4 · Book Series Proceeding of the 3rd International Conference on Electronics, Biomedical ..., 2023
8 Mini shufflenet for efficient parking space classification
2023 Q4 · Conference Proceedin THE 4TH INTERNATIONAL CONFERENCE ON SCIENCE AND TECHNOLOGY (ICST) 2021 ..., 2023
9 An Improved Thermogram Dataset for Obesity Detection Research
2023 No-Q · Conference Proceedin 2023 international workshop on artificial intelligence and image processing ..., 2023
10 Diabetic Foot Ulcer Detection on Mobile Platforms through Thermal Imaging and Deep Learning
2023 No-Q · Conference Proceedin 2023 International Conference on Smart-Green Technology in Electrical and ..., 2023
11 Network Planning and Performance Analysis for 5G mmWave in Urban Areas
2022 No-Q · Conference Proceedin 2022 IEEE International Conference on Communication, Networks and Satellite ..., 2022
12 Performance of Deep Learning Benchmark Models on Thermal Imagery of Pain through Facial Expressions
2022 No-Q · Conference Proceedin 2022 IEEE International Conference on Communication, Networks and Satellite ..., 2022
13 Development of Concise Convolutional Neural Network for Tomato Plant Disease Classification Based on Leaf Images
2021 Q4 · Conference Proceedin Journal of Physics: Conference Series 1845 (1), 012009, 2021
14 Implementation of LEACH Protocol for Cluster Head Selection in D2D Cooperative Communication Systems
2021 No-Q · Conference Proceedin 2021 International Conference on Computer System, Information Technology ..., 2021
15 The over-height vehicle detection using the computer vision method
2021 No-Q · Conference Proceedings IOP Conference Series: Materials Science and Engineering 1087 (1), 012078, 2021
16 Performance analysis of mAlexnet by training option and activation function tuning on parking images
2021 No-Q · Conference Proceedings IOP Conference Series: Materials Science and Engineering 1087 (1), 012084, 2021
17 Joint relay selection and energy harvesting to improve performance of cooperative communication systems
2021 No-Q · Conference Proceedings IOP Conference Series: Materials Science and Engineering 1087 (1), 012081, 2021
18 Analysis and Comparison of Hough Transform Algorithms and Feature Detection to Find Available Parking Spaces
2020 Q4 · Conference Proceedin Journal of Physics: Conference Series 1566 (1), 012092, 2020
19 Convolutional Neural Network Customization for Parking Occupancy Detection
2020 No-Q · Conference Proceedin 2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
20 Implementation of the Alamouti STBC for Multi-Pair Two-Way Wireless Networks with Amplify-and-Forward MIMO Relaying
2018 No-Q · Conference Proceedin 2018 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI)
21 Performance analysis of massive MIMO networks with random unitary pilot matrices
2018 No-Q · Conference Proceedin 2018 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC)
22 Suboptimal power splitting of energy harvesting in cooperative communication system
2017 No-Q · Conference Proceedin 2017 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS)
23 Temu Kembali Citra Busana Muslimah Menggunakan HOG dan PHOG
2017 No-Q · Conference Proceedings Seminar Nasional dan Expo Teknik Elektro 2017 6, 117-122, 2017
24 Base station cooperation with limited feedback: A large system analysis
2012 Q2 · Conference Proceedin 2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT)
25 Base station cooperation with noisy analog channel feedback: A large system analysis
2012 Q2 · Conference Proceedin 2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)
26 Optimal training for time-division duplexed systems with transmit beamforming
2011 No-Q · Conference Proceedin 2011 Australian Communications Theory Workshop, 158-163, 2011
27 Downlink beamforming with transmit-side channel correlation: A large system analysis
2011 Q2 · Conference Proceedin 2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)
28 Optimal power allocation for multiuser transmit beamforming via regularized channel inversion
2011 Q3 · Conference Proceedin 2011 CONFERENCE RECORD OF THE FORTY-FIFTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS (ASILOMAR)
1 Convolutional neural networks untuk visi komputer jaringan saraf konvolusional untuk visi komputer : arsitektur baru, transfer learning, fine tuning, dan pruning
2021 Terbit Sayuti Rahman … [et al.] • Deepublish • 9786230235399
No patents yet Registered patents and intellectual property will appear here
No awards yet Achievements and recognitions will appear here
No workshops yet Training, seminars, and workshops attended will appear here
Academic Overview
78
Total
Journal49
Proceeding28
Book1
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