Prof. Ir. Hendrawan, M.Sc., Ph.D.
Jaringan Telekomunikasi dan Multimedia
Email : hend@itb.ac.id
Prof. Ir. Hendrawan, M.Sc., Ph.D. adalah Guru Besar pada Kelompok Keilmuan Teknik Telekomunikasi, Sekolah Teknik Elektro dan Informatika (STEI), Institut Teknologi Bandung (ITB). Bidang keahliannya adalah jaringan telekomunikasi dan multimedia, dengan pengalaman dalam pendidikan, penelitian, pengembangan teknologi, serta pengelolaan akademik di lingkungan ITB.
Beliau menyelesaikan pendidikan Sarjana Teknik Elektro di Institut Teknologi Bandung pada tahun 1985. Pendidikan magister dan doktor ditempuh di University of Essex, Inggris, masing-masing pada tahun 1990 di bidang Telecommunication and Information Systems dan tahun 1995 di bidang Electronics Systems Engineering. Latar belakang tersebut menjadi landasan bagi kiprahnya dalam pengembangan jaringan dan sistem telekomunikasi.
Fokus riset Prof. Hendrawan mencakup kinerja jaringan telekomunikasi, kompresi video dan komunikasi multimedia, teori antrian, serta penerapan kecerdasan buatan dan machine learning untuk analisis dan optimasi jaringan.
Selain menjalankan kegiatan tridarma, Prof. Hendrawan memiliki pengalaman dalam kepemimpinan akademik. Beliau pernah menjabat sebagai Ketua Laboratorium Telematika ITB, Ketua Program Studi Magister Teknik Elektro, dan Ketua Program Studi Doktor Teknik Elektro dan Informatika. Sejak 2023, beliau menjabat sebagai Ketua Kelompok Keilmuan Teknik Telekomunikasi STEI ITB, Sekretaris Senat STEI ITB, serta Ketua Komisi Program Pasca sarjana (KPPS) STEI ITB. Beliau juga terlibat dalam kerja sama riset internasional dan berbagai kegiatan pengembangan teknologi telekomunikasi.
- Strategi Admission Control Proaktif Berbasis Machine Learning untuk Joint Communication and Sensing (JCAS) pada Jaringan 5G and Beyond (Riset Equity) (2025 - 2026)
- Optimasi Parameter Kompresi Video Berbasis Adaptif untuk Meningkatkan Efisiensi dan Akurasi pada Aplikasi Video Analytics (Riset PPS–PDD) (2025 - 2026)
- Federated Learning Efisien melalui Seleksi Klien Berdasarkan Kestabilan Kinerja Model untuk Prediksi KPI Jaringan Seluler (Riset PPS-PDD) (2025 - 2026)
- Accuracy-Sensitivity Based Bandwith Allocation for Video Analytic Applications via Real-Time Automated Video Compression Tuning (Riset P2MI GB) (2025)
- Pemanfatan IoT untuk Digitalisasi Peternakan di Desa Sipora Jaya, Kabupaten Kepulauan Mentawai. (2025)
- Perencanaan Fasilitas Atm (ATC System) FIR Ujung Pandang Di MATSC, Denpasar, Surabaya Dan Yogyakarta (2024)
- Simulated-Assisted Machine Learning untuk Menentukan Jenis Trafik Untuk Penerapan Network Slicing 5G (Research Grant and Staff Exchange) (2023)
- Optimalisasi Infrastruktur Jaringan Untuk Meningkatkan Potensi Masyarakat di Desa Mukekuku, Rote Ndao, NTT (Program Desanesha PM 3T) di Desa Mukekuku, Rote Ndao, NTT (2023)
- Penyusunan Kajian Strategi Standarisasi Pengelolaan Layanan Two-Way Radio Communication Dan Local Area Network (LAN) PT PERTAMINA (2023)
- Pengembangan Algoritma Clustering Adaptif pada Jaringan Massive Sensor Network (IoT) (Riset PDUPT) (2021 - 2022)
- Teknik Deteksi Malware dengan Image-based Feature Extraction berbasis Multimodal Machine Learning (Riset PPD) (2020 - 2021)
- Pengembangan Voice Switcing Control System (VSCS) untuk Sistem Air Traffic Control (ATC) Untuk Bandara Kecil Menengah di Indonesia (2018 - 2020)
- Peningkatan Laju Data Di Jaringan 5G Dengan Metode Cross Layer Pada Protokol Komunikasi Untuk Mengatasi Interferensi, Kongesti, Serta Kualitas Jalur Pengiriman Data Yang Rendah (Riset PPD) (2018 - 2019)
- Tim Pelaksana Pekerjaan Swakelola Jasa Konsultasi Spectrum Roadmap (2019)
- Tim Pelaksana Perencanaan dan Penentuan Metode Pengukuran SLA untuk Layanan Ground Segment Akses Internet BAKTI Kominfo (2019)
- Sistem Komunikasi Video Terkompresi yang Aman (Secure) untuk Keamanan dan Pertahanan (Riset PTUPT) (2016 - 2018)
- Studi Pengiriman Video Terkompresi Video Streaming Pada Link Transmisi dengan Packet Loss dan Jitter Tinggi (Riset PTUPT) (2016 - 2018)
- Tim Pelaksana Jasa Konsultasi Incident Investigation Root Cause Analysis Akses Intenet Tahun 2016-2017 (2017)
- Tim Pelakasana Pembangunan Sistem Analisis Data Program Akses Internet BAKTI Kominfo (2018)
- Tim Pelaksana Pekerjaan Swakelola Jasa Konsultasi Spectrum Roadmap (2018)
- Tim Pelaksana Program Penelitian Assesment Jaringan dan Pengembangan Sistem Evaluasi untuk Monitoring Program Akses Internet BAKTI Kominfo (2018)
- Tim Pelaksana Program Penelitian Kajian Penggelaran Jaringan dengan Menggunakan Wi-Fi sebagai Last Mile pada Program BTS BAKTI Kominfo (2019)
- K. Masykuroh, Hendrawan and E. Mulyana, A QoS-driven resource allocation framework for video analytics using accuracy–bitrate profiling and gradient-aware optimization,.
- Hurianti Vidyaningtyas, Iskandar, Hendrawan, Aloysius Adya Pramudita , Hurianti Vidyaningtyas, Iskandar, Hendrawan, Aloysius Adya Pramudita Differential evolution-optimized feature weighting for hierarchical user clustering in downlink PD-NOMA systems.
- Kholidiyah Masykuroh a,b, Hendrawan a, Eueung Mulyana, An accuracy–utility-based comparative framework for bandwidth-constrained multi-stream video analytics.
- Hurianti Vidyaningtyas, Iskandar, Hendrawan, and Aloysius Adya Pramudita, Sum Rate Optimization Through Constraint-Driven Hierarchical User Clustering on PD-NOMA Systems..
- Tri Nopiani Damayanti, Hendrawan, M. Sigit Arifianto, and Khoirul Anwar, Relay-Assisted Coherent Free-Space Optical Systems with SPC-Based Network Coding..
- K. Nugroho, Hendrawan and Iskandar, "FedU: Uniform Aggregation for Federated CNN-Based Downlink Throughput Prediction in Urban Area Cellular Networks,".
- Dzata Farahiyah, Iskandar, Hendrawan, Khoirul Anwar, Spectrum Sensing using PSD-based GRU for Coexistence between 5G, WiFi, and FS in the 6 GHz Band..
- L. Alifa, I. Zakia, Hendrawan, B. M. Djaali, K. R. Asyadda, and F. Ubaidillah, “Graph isomorphism network for joint pilot assignment and power control in cell-free massive MIMO”.
- D. Agustin Putri, I. Zakia, Hendrawan and R. Annur, Joint Curriculum-Enhanced DRL and Event-Triggered Channel Re-Estimation for Hybrid Beamforming in Dynamic mmWave Environments.
- Kholidiyah Masykuroh, Hendrawan, Eueung Mulyana, Farhan Krishna A Survey on Video Compression Optimization Techniques for Accuracy Enhancement in Video Analytics Applications (VAPs),.
- H. Yuliana, Iskandar and Hendrawan, A Hybrid LSTM-Transformer Approach for Accurate Time Series Traffic Prediction in Cellular Networks.
- Kholidiyah Masykuroh, Hendrawan, Eueung Mulyana, Scaling bitrate in Video Compression Using Tuned Parameters for Efficient Video Analytics..
- Hurianti Vidyaningtyas, Iskandar, Hendrawan, Aloysius Adya Pramuditas, NOMA Performance Improvement with Downlink Sectorization..
- Iskandar, Hajiar Yuliana, Hendrawan, Adriel Timoteo, Fabian Rafinanda Benyamin, Naufal Bhanu Anargyarahman, User Trajectory Prediction in Cellular Networks Using Multi-Step LSTM Approaches: Case Study and Performance Evaluation..
- Kukuh Nugroho, Hendrawan, Iskandar, Comparative Analysis of Federated and Centralized Learning Systems in Predicting Cellular Downlink Throughput Using CNN.
- Setia Juli Irzal Ismail, Hendrawan, Budi Rahardjo, Tutun Juhana, Yasuo Musashi, MalSSL—Self-Supervised Learning for Accurate and Label-Efficient Malware Classification.
- Hajiar Yuliana, Hendrawan, Iskandar, Yasuo Musashi, Estimating Base Station Traffic and Throughput Using Machine Learning Based on Hourly Key Performance Indicator (KPI) Network Analysis.
- Hajiar Yuliana, Iskandar, Hendrawan, Comparative Analysis of Machine Learning Algorithms for 5G Coverage Prediction: Identification of Dominant Feature Parameters and Prediction Accuracy.
- Tutun Juhana, Hajiar Yuliana, Hendrawan, Iskandar, Yasuo Musashi, Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting.
- Baud Haryo Prananto, Iskandar, Hendrawan, Adit Kurniawan, LSTM Neural Network Algorithm for Handover Improvement in a Non-Ideal Network Using O-RAN Near-RT RIC.
- Hilal H. Nuha, , Fazmah Arif Y, and Hendrawan, Enhanced Multipath TCP to Improve the Mobile Device Network Resiliency.
- Hendrawan, Dimas Aji Pangestu, Iskandar; Energy-Aware Medium Access Control Protocol and Clustering Algorithm for Clustered Wireless Sensor Networks with High Altitude Platforms as the Base Station.
- Hendrawan; Accessibility Degradation Prediction on LTE/SAE Network Using Discrete Time Markov Chain (DTMC) Model.
- Veronica Windha Mahyastuty, Iskandar, Hendrawan, Mohammad Sigit Arifianto; Adaptive Successive Interference Cancellation using Deep Learning for High Altitude Platform Station in Various KRician Channel.
- Veronica Windha Mahyastuty, Iskandar, Hendrawan, Mohammad Sigit Arifianto; Medium Access Control Protocol for High Altitude Platform Based Massive Machine Type Communication.
- Yudha Purwanto\*, Kuspriyanto, Hendrawan, Budi Rahardjo: "Cost Analysis for Classification-based Autonomous Response Systems".
- Istikmal, Adit Kurniawan, Hendrawan, Joint Routing and Congestion Control in Multipath Channel Based on Signal to Noise Ratio with Cross-Layer Scheme..
- Yudha Purwanto, Kuspriyanto, Hendrawan, Budi Rahardjo, Cost Analysis for Classification-based Autonomous Response Systems.
- Sofia Naning Hertiana, Adit Kurniawan, Hendrawan, and Udjianna Sekteria Pasaribu, Optimal Rate Allocation for CongestionControl Support in SDN.
- Sofia Naning Hertiana, Adit Kurniawan, Hendrawan, and Udjianna Sekteria Pasaribu, Effective Router Assisted Congestion Control for SDN.
- Veronica Windha Mahyastuty, Iskandar, Hendrawan, M. Sigit Arifianto, Wireless Sensor Network over High Altitude Platform.
- Istikmal, Adit Kurniawan, Hendrawan, Selective Route Based on SNR with Cross layer Scheme in Wireless Adhoc Network.
- I Wahidah, Hendrawan, TLR Mengko, AB Suksmono, Parameter Estimation for Coefficient Thresholding in Block-based Compressive Video Coding,.
- A Najmurrokhman, B Riyanto, A Syaichu-Rohman, H Hendrawan, Dissipative Controller Design for Networked Control Systems via the Markovian Jump System Approach.
- Nana Rachmana, Hendrawan, Sugihartono, Andriyan B. Suksmono, Interpretation Target Pattern of a Buried Basic Object on Surface Ground Penetrating Radar System.
- Aditya Kurniawan, Kholilatul Wardani, Eueung Mulyana, Hendrawan, Image Based Centre Object CalculationUsing Coordinate AveragingMethod for Object FollowingMobile Robot.
- Pengembangan Voice Switch Control System (VSCS) Berbasis Internet Protocol (IP) Untuk Komunikasi Pada Air Traffic Control (ATC) (2020)
- Buoy Untuk Smart Aquaculture Monitoring System (2021)
Keyword
Jaringan Telekomunikasi dan Multimedia