FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

1 code implementation • 29 Sep 2023 • Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran Somasundaram, Shrikanth S. Narayanan, Salman Avestimehr, Mi Zhang

However, most existing FL works are not conducted on datasets collected from authentic IoT devices that capture unique modalities and inherent challenges of IoT data.

Benchmarking Federated Learning

NELoRa-Bench: A Benchmark for Neural-enhanced LoRa Demodulation

1 code implementation • 20 Apr 2023 • Jialuo Du, Yidong Ren, Mi Zhang, Yunhao Liu, Zhichao Cao

The dataset shows that NELoRa can achieve 1. 84-2. 35 dB SNR gain over the standard LoRa decoder.