Title: Computationally Efficient Receiver Design for Mitigating Multipath for Positioning with LTE Signals
Author(s): Kimia Shamaei, Joe Khalife, Souradeep Bhattacharya, and Zaher M. Kassas
Published in: Proceedings of the 30th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2017)
September 25 - 29, 2017
Oregon Convention Center
Portland, Oregon
Pages: 3751 - 3760
Cite this article: Shamaei, Kimia, Khalife, Joe, Bhattacharya, Souradeep, Kassas, Zaher M., "Computationally Efficient Receiver Design for Mitigating Multipath for Positioning with LTE Signals," Proceedings of the 30th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2017), Portland, Oregon, September 2017, pp. 3751-3760.
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Abstract: A receiver for positioning with LTE signals, which could mitigate multipath in a computationally efficient fashion is presented. The receiver uses an orthogonal frequency division multiplexing (OFDM)–based delay-locked loop (DLL) to track the received LTE signals. The ranging error performance in an additive white Gaussian noise (AWGN) channel is evaluated numerically. The results demonstrate robust and accurate performance for high transmission LTE bandwidths. The proposed receiver is evaluated on a ground vehicle in an urban environment. Experimental results show a root mean squared error (RMSE) of 5.36 m, a standard deviation of 2.54 m, and a maximum error of 12.97 m between the proposed LTE receiver and the GPS navigation solution over a 1.44 Km trajectory. The robustness of the obtained pseudoranges with the proposed receiver are demonstrated against two algorithms: estimation of signal parameters by rotational invariance techniques (ESPRIT) and EKAT (ESPRIT and Kalman filter).