Efficient Demodulation Algorithms for MIMO-LoRa
IEEE INTERNET OF THINGS JOURNAL(2023)
Abstract
Multiple-input-multiple-output (MIMO) and long range (LoRa) have been synergistically combined to better support a variety of Internet of Things (IoT) applications. This letter investigates the problem of demodulation for a MIMO-LoRa system. The existing demodulation strategy for MIMO-LoRa is based on the maximum-likelihood criterion, which, however, suffers from its high computational complexity. To cope with this issue, in this letter, we develop efficient coherent and noncoherent demodulation algorithms for the MIMO-LoRa system by leveraging useful properties of modulated chirps through multiple antennas. We also analyze the computational complexities of the proposed algorithms and demonstrate their validity through numerical simulations.
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Key words
Demodulation,Signal to noise ratio,Internet of Things,Computational complexity,Chirp,MIMO communication,Discrete Fourier transforms,Internet of Things (IoT),long range (LoRa),multiple-input-multiple-output (MIMO)
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