Efficient Demodulation Algorithms for MIMO-LoRa

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초록

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.

키워드

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); MODULATION
제목
Efficient Demodulation Algorithms for MIMO-LoRa
저자
Kang, Jae-Mo; Choi, Kae Won
DOI
10.1109/JIOT.2023.3294946
발행일
2023-12-01
유형
Article
저널명
IEEE Internet of Things Journal
권
10
호
23
페이지
21129 ~ 21130