ANN, DNN, CNN, RNN, LSTM, Transformers, Encoder - Decoders, ...
AI/ML based NR air interface and other AI/ML based use cases like CSI compression, CSI prediction, beam management and positioning accuracy enhancements.
Pacing with Latest 3GPP Standards and Technologies
AI-ML, 5G/6G Lab
Remote access through our state-of-the-art cloud facilities and labs.
Software: Python, TensorFlow, NumPy, Keras, MATLAB/Octave, OAI, GNU Radio and more.
Hardware: USRP, Pluto, AMD Versal, FPGA, DSP, ARM MCU, GPU, TPU and NPU.