A LoRa encoder-decoder co-design that encodes two bits as a pattern of four spreading-factor chirps and decodes them with a lightweight DNN achieves -28.8 dB SNR, about 6.4 dB below standard SF-12 LoRa.
Toward reliable and scalable long range networking for rural iot,
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Morph: ChirpTransformer-based Encoder-decoder Co-design for Reliable LoRa Communication
A LoRa encoder-decoder co-design that encodes two bits as a pattern of four spreading-factor chirps and decodes them with a lightweight DNN achieves -28.8 dB SNR, about 6.4 dB below standard SF-12 LoRa.