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RESEARCH PRODUCT
Interference Cancellation for LoRa Gateways and Impact on Network Capacity
Domenico GarlisiDaniele CroceIlenia TinnirelloFabrizio GiulianoG. GarboStefano Mangionesubject
General Computer ScienceComputer scienceInternet of ThingsinterferenceChirp spread spectrumSilicon carbideSignalReceiversSettore ING-INF/01 - ElettronicaLoRaSynchronizationLPWANElectronic engineeringDemodulationGeneral Materials ScienceComputer architecturesynchronized signalsscalabilityClocksFrame (networking)TransmitterGeneral Engineeringinterference cancellationLogic gatesLoRaWANTK1-9971Single antenna interference cancellationModulationspreading factorElectrical engineering. Electronics. Nuclear engineeringCapture effectdescription
In this paper we propose LoRaSyNc (LoRa receiver with SyNchronization and Cancellation), a second generation LoRa receiver that implements Successive Interference Cancellation (SIC) and time synchronization to improve the performance of LoRa gateways. Indeed, the chirp spread spectrum modulation employed in LoRa experiences very high capture probability, and cancelling the strongest signal in case of collisions can significantly improve the cell capacity. An important feature of LoRaSyNc is the ability to track the frequency and clock drifts between the transmitter and receiver, during the whole demodulation of the interfered frame. Due to the use of low-cost oscillators on end-devices, a signal cancellation scheme cannot result accurate without such a tracking, especially at the lower data rates. We validate the performance of LoRaSyNc in presence of collisions by implementing a receiver prototype on software-defined-radios, and perform several experiments in different realistic scenarios, by also comparing our receiver with commercial gateways. Finally, we simulate a cell deployment with one or more gateways, showing that the proposed scheme improves performance by almost 50% compared to a traditional receiver.
year | journal | country | edition | language |
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2021-01-01 | IEEE Access |