Expertise offered: VIAVI has extensive experience contributing to many funded collaborative and consortium projects including within HORIZON and 6G-SNS programmes as well as nationally-funded projects for UK DSIT and the US NTIA. VIAVI offers significant contribution to a wide variety of research areas including those described below. DATA ACQUISITION: Network telemetry, traces, geolocation, active test, fibre monitoring, RF scanning/capture and LIDAR. SIMULATION, MODELLING, DIGITAL TWIN & NETWORK APIS: Creation of models for wireless & fixed access, RF, fibre, subscribers, transport, core and the physical environment. Incorporating hybrid data sources including simulated and generative synthetic data, along with physical network data. Application of[...]
Expertise offered: Signal Processing and Machine Learning (SPML) Laboratory at Istinye University offers expertise on: Beyond-5G and 6G Physical Layer Design Advanced waveform, modulation, and signal processing techniques for future smart networks, emphasizing scalability, robustness, and hardware-aware designs. AI-Assisted and AI-Native 6G Systems Machine learning–enabled physical-layer and cross-layer solutions for 6G, including AI-driven channel estimation, beamforming, beam management, and adaptive transceiver design. Focus on model-based, data-driven, and hybrid learning approaches ensuring interpretability, generalization, and low complexity. Advanced Multi-Antenna Systems (Massive MIMO & XL-MIMO) Hybrid architectures, near-field channel modeling, and signal processing for extremely large antenna arrays across sub-6 GHz, mmWave, and THz[...]
