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Researches on uwb indoor localization based on improved tdoa method
序号
101
researches-on-uwb-indoor-localization-based-on-improved-tdoa-method
Impulse Radio Ultra-wideband (IR-UWB) is a newly emerged short range wireless technology which is quite different with traditional wireless techniques. It has attracted great intention by researchers from academy and industry, for its wide application in communication, precise ranging and positioning, detection, imaging and so on. Based on time difference of arrival (TDOA) method, indoor localization using UWB signals will be studied in this paper. Aiming at the difficult ies of anchor node synchronization for standard TDOA method, an improved TDOA method is proposed. Performance analysis and optimization of this method are made. The main contents of this paper are as follows:
The existing time-of-arrival-based UWB localization methods are introduced,which include time-of-arrival-based method, time-sum-of-arrival-based and timedifference-of-arrival-based method. The advantages of standard TDOA method related to the other methods are pointed out.Aiming at the difficulty of synchronization for standard TDOA method, an improved TDOA method is proposed, Cramer-Rao lower bound (CRLB) of this method is derived as performance benchmark. Results show that there is 2dB loss in performance compared to standard TDOA method, however, no synchronization requirement exists in the improved method, the complexity of the system is greatly reduced.The performance of the improved-TDOA-based localization is optimized, the impact of clock drift and anchor node configuration on the proposed method is analyzed, the factors that affect the performance of UWB positioning system is summarized through formula derivation and simulation results, anchor node configuration optimization is analyzed too. Results show that there exists an radius which optimizes the localization performance, and closed- form expression for the optimal radius and localization area radius is given, which can be used as a reference in practical UWB positioning system design.
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2023-11-25
2023-11-25
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基于改进TDOA的超宽带室内定位技术研究_邹洪良.pdf
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2023-11-25
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IR-UWB, multiuser localization, TDOA estimation, CRLB
Researches on uwb indoor localization based on improved tdoa method
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