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Simultaneous LTE Signal Propagation Modelling and Base Station Positioning Based on Multiple Virtual Locations.
1Department of Mechanical Automotive Engineering, Kyungil University, 50 Gamasil-gil, Hayang-eup, Gyeongsan-si 38428, Gyeongsangbuk-do, Korea.
This study introduces a new method to simultaneously estimate signal propagation models and base station locations in Long Term Evolution (LTE) systems using Reference Signal Received Power (RSRP) data. This technique achieved an average positioning accuracy of 40.2 meters in Seoul.
Area of Science:
- Wireless communication
- Signal processing
- Geographic positioning systems
Background:
- Accurate positioning in Long Term Evolution (LTE) systems requires both Signal Propagation Models (SPM) and base station locations.
- Existing methods may require separate estimations or extensive data, impacting efficiency.
Purpose of the Study:
- To develop a technique for simultaneous estimation of SPM and base station locations in LTE systems.
- To utilize location-based Reference Signal Received Power (RSRP) data acquired within a limited service area.
Main Methods:
- Proposes setting multiple Virtual Locations (VLs) for a base station within the service area.
- Performs signal propagation modeling assuming the base station is at each VL and RSRP measurements are from that assumed location.
- Calculates residuals between estimated SPM outputs and RSRP measurements.
- Determines the base station's location and SPM by identifying the VL with the minimum sum of squared residuals.
Main Results:
- Successfully estimated the locations of seven base stations in an experimental area in Seoul.
- Achieved an average positioning accuracy of 40.2 meters for the base stations.
Conclusions:
- The proposed technique enables simultaneous and accurate estimation of both Signal Propagation Models and base station locations.
- This method offers a viable solution for improving positioning accuracy in LTE systems using readily available RSRP data.
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