Discover a wide range of free electronics and wireless communication projects tailored for engineering students. These projects cover topics such as IoT, RF communication, Bluetooth, and more, providing hands-on experience with real-world applications. Each project includes source code and detailed documentation to help students enhance their technical skills.
Enhancing MIMO channel estimation using deep learning with score-based generative models, improving accuracy by up to 5 dB over GAN methods and 3 dB over compressed sensing techniques in various scenarios.
Using channel coding as a benchmark, this project explores task distribution and adaptation in meta-learning, addressing performance issues due to distribution shifts in realistic environments.
This study uses GANs to synthesize OFDM-QAM waveforms, addressing challenges in collecting and modeling RF communication signals, and evaluating the fidelity of generated signals using new GAN architectures.
This study proposes two learning-based maximum likelihood detection schemes for uplink massive MIMO systems with one-bit ADCs, using controlled learning and noise injection techniques to improve detection performance without channel estimation.
This project introduces a deep learning decoder for BCH codes, using a DNN to identify error patterns based on syndrome, enhancing performance without retraining for any existing syndrome-based decoder.