Expertise Offered Overview

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[...]

Expertise offered:
EXAPSYS focuses on the following areas: Efficient HPC Applications: Develop efficient HPC applications, incorporating several novel in-house tools, taking full advantage of the capabilities of next generation heterogeneous HPC systems. Parallel FPGA-based systems: Develop FPGA-based systems utilized in CPS (e.g. multi drone-based surveillance system) and in Cloud (e.g. homomorphically encrypted data processing) environments. Exploiting Research Results: Exploit the results from Research Centers in the areas of heterogeneous Cloud and HPC systems and applications by expanding/ tuning them to real industrial needs. Highly Secure Systems: Develop systems (consisting of specialized HW and low-level SW), utilized in CPS and in Cloud, with[...]