Improved Multi-Channel Ranging Precision Bound For Narrowband Lpwan In Multipath Scenarios

2018 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC)(2018)

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摘要
Accurate range estimation with narrowband low power radio devices is challenging due to limited signal bandwidth and high frequency offsets of low-cost oscillators. The present paper provides new results concerning the Cramer Rao bounds of narrowband ranging systems applying a multi-channel coherent processing approach. Particularly, compared to existing literature, oscillator frequency offsets and multipath influence are taken into account. By numerical simulation it is shown, how the radio channel frequency selectivity degrades the ranging precision. Finally, a few guidelines for the design of new long range low-cost ranging systems are provided.
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关键词
CRLB, LPWAN localization, range estimation, phase of arrival, channel estimation
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