Technical Program

Technical Session Details

Technical Session 1: Machine Learning (3 full papers),

Session Chair: Ekta Sharma

1. Signal as Point: Deep Learning Signal Detector on Time Domain , Chengzhi Ji; Xin Zhou
2. A Graph Neural Network Power Allocation Algorithm Based on Fully Unrolled WMMSE , Miao ChunWei Miao, chunwei; Jian Zhang; JinHong Yang; Jiaqi Huang
3. Dependable Distributed Training of Compressed Machine Learning Models, Francesco Malandrino; Giuseppe Di Giacomo; Marco Levorato; Carla Fabiana Chiasserini

Technical Session 2: Cellular Networks (3 full papers)

Session Chair: Rafal Kapelko

1. ADDER: Service-Specific Adaptive Data-Driven Radio Resource Control for Cellular-IoT, Yingjing Wu; Jacobus E. Van der Van der Merwe; Shandian Zhe; Ahmed Elmokashfi; Foivos Michelinakis
2. Cluster-then-Match: Efficient Management of Human-Centric, Cell-Less 6G Networks, Emma Chiaramello; Carla Fabiana Chiasserini; Francesco Malandrino; Alessandro Nordio; Marta Parazzini; Alvaro Valcarce
3. On the Impact of 5G User Equipments on Latency across Chipset Generations, Mauri Seidel; Andreas Ingo Grohmann; Christopher Lehmann; Justus Rischke; Frank H.P. Fitzek

Technical Session 3: Wireless Networks 1 (1 full paper + 5 short papers)

Session Chair: Francesco Malandrino

1. DC-PPO for Joint User Association and Power Allocation in Dynamic Indoor Hybrid VLC/RF Networks, Peijun Hou; Nan Cen
2. NaviSplit: Dynamic Multi-Branch Split DNNs for Efficient Distributed Autonomous Navigation, Tim K Johnsen; Zixia Xia; Ian Andrew Harshbarger; Marco Levorato
3. RiSi: Spectro-temporal RAN-agnostic Modulation Identification for OFDMA Signals, Daulet Kurmantayev; Dohyun Kwun; Hyoil Kim; Sung Whan Yoon
4. Deep Landmark-based Localization using Stereo Vision and Deep Learning in GPS-Denied Battlefield Environment, Ganesh Sapkota; Sanjay Madria
5. Effects of Lossy Compression on the Value of Information in a Low Powered Network, Frederick Chache; Caden Pici; Ramesh Bharadwaj
6. Evaluation and Optimization of Positional Accuracy for Maritime Positioning Systems, Atilla Nalcaci; Fidan Mehmeti; Wolfgang Kellerer; Florian Schiegg

Technical Session 4: Physical Layer (3 full papers)

Session Chair: Thi My Chinh Chu

1. Spectrum Painting for On-Device Signal Classification, Bingyang Li; Weiqing Huang; Wen Wang; Qing Wang
2. Optimizing Ray Tracing Techniques for Generating Large-Scale 3D Radio Frequency Maps, Bernard Tamba Sandouno; Chadi Barakat; Thierry Turletti; Walid Dabbous
3. Predictability of LoRaWAN Link Quality based on Weather Data: Insight from a Long-Term Study, Daniel Szafranski

Technical Session 5: Transport and Routing (3 full papers)

Session Chair: Sanjay Madria

1. EABC: Energy-aware Centrality-based Caching for Named Data Networking in the IoT, Xingyun He; Hu Liu; Wuyungerile Li; Alvin C Valera; Winston K.G. Seah
2. DCP: a TCP-Inspired Method for Online Domain Adaptation under Dynamic Data Drift, Alessandro Buratto; Marco Levorato; Leonardo Badia
3. Improving TCP Slow Start Performance in Wireless Networks with SEARCH, Maryam Ataei Kachooei; Mark Claypool; Jae Chung; Feng Li; Benjamin Peters; Joshua Chung

Posters/Demos/Graduate Forum

Session Chair: Shantanu Pal, Deakin University, Australia

1. Poster: Unified Fog Node Utilization for Multiple Content Providers through Cluster-Based Cooperative Caching, Ferdous Sharifi; Young Choon Lee; Shaahin Hessabi
2. Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities, Ekta Sharma; Ravinesh C. Deo; Christopher P. Davey; Brad D Carter; Sancho Salcedo-Sanz
3. Poster: Integration of Wearable and Affective Computing via Abstraction and Decision Fusion Architecture, Mohammadreza Najafi; Saeid Gorgin; Mohammad K Fallah; Jeong-A Lee; Ghassem Jaberipur
4. Demo: P4 Based In-network ML with Federated Learning to Secure and Slice IoT Networks, Chamara Manoj Madarasingha Kattadige; Thilini Dahanayaka; Kanchana Thilakarathna; Suranga Seneviratne; Young Choon Lee; Salil S Kanhere; Albert Zomaya; Aruna Seneviratne; Phil Ridley
5. Demo: Leveraging semi-deterministic propagation models for Large-scale RF Mapping: A case study of France, Bernard Tamba Sandouno; Timothée Poincheval; Benjamin Gervais; Edouard Delgatte
6. PhD Forum: Multi-Agent Reinforcement Learning in Wireless Network Communication, Sabrina Pochaba; Peter Dorfinger; Matthias Herlich; Simon Hirlaender; Roland Kwitt

Technical Session 6: Localisation, Tracking, and Navigation (3 full papers)

Session Chair: Bernard Tamba Sandouno

1. Leveraging the Movements of Occupants to Generate Indoor Maps Using RF Signals, Usman Khan; Muhammad Shahzad
2. Informative and Communication-Efficient Multi-Agent Path Planning for Pollution Plume Monitoring, Mohamed-Sami Assenine; Walid Bechkit; Herve Rivano
3. Noisy Labels Make Sense: Data-Driven Smartphone Inertial Tracking without Tedious Annotations, Yuefan Tong; Jiankun Wang; Zenghua Zhao; Jiayang Cui; Bin Wu

Technical Session 7: Wireless Networks 2 (1 full paper + 1 WIP paper + 4 short papers)

Session Chair: Carlo Vallati

1. ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations, Xinpeng Ling; Jie Fu; Kuncan Wang; Haitao Liu; Zhili Chen
2. WIP: An Open Data Set about Multi-Provider Redundancy in Cellular Networks, Sabrina Pochaba; Christian Maier; Matthias Herlich; Peter Dorfinger
3. Queueing Theoretical Performance Assessment of Mobile Virtual Reality Video Streaming, Thi My Chinh Chu; Hans-Juergen Zepernick
4. PROMPT: Prediction of Channel Metrics for Proactive Optimization in Cellular Networks, Subhramoy Mohanti; Akshay Malhotra; Muhammad Umar Bin Farooq; Jaideep Chandrashekar
5. TuplePick: A High Stability Packet Classification based on Neural Network, Zhuo Li; Tongtong Wang; Jindian Liu; Yu Zhang; Tianxiang Ma; Kaihua Liu
6. On the k-weak Coverage of Random Mobile Sensors, Sajal K. Das; Rafal Kapelko