Robust Interference Mitigation techniques for Direct Position Estimation

TL;DR

This paper enhances Direct Position Estimation (DPE) for GNSS by integrating Robust Interference Mitigation (RIM) strategies, improving resilience against jamming and interference while analyzing efficiency trade-offs.

Contribution

It introduces RIM techniques into DPE for GNSS, demonstrating improved interference robustness and quantifying efficiency loss in interference-free scenarios.

Findings

RIM improves DPE resilience against interference.

RIM incurs some efficiency loss without interference.

Validated effectiveness on real interference cases.

Abstract

Global Navigation Satellite System (GNSS) is pervasive in navigation and positioning applications, where precise position and time referencing estimations are required. Conventional methods for GNSS positioning involve a two-step process, where intermediate measurements such as Doppler shift and time delay of received GNSS signals are computed and then used to solve for the receiver's position. Alternatively, Direct Position Estimation (DPE) was proposed to infer the position directly from the sampled signal without intermediate variables, yielding to superior levels of sensitivity and operation under challenging environments. However, the positioning resilience of DPE method is still under the threat of various interferences. Robust Interference Mitigation (RIM) processing has been studied and proved to be efficient against various interference in conventional two-step positioning (2SP) methods, and therefore worthy to be explored regarding its potential to enhance DPE. This article extends DPE methodology by incorporating RIM strategies that address the increasing need to protect GNSS receivers against intentional or unintentional interferences, such as jamming signals, which can deny GNSS-based positioning. RIM, which leverages robust statistics, was shown to provide competitive results in two-step approaches and is here employed in a high-sensitivity DPE framework with successful results. The article also provides a quantification of the loss of efficiency of using RIM when no interference is present and validates the proposed methodology on relevant interference cases, while the approach can be used to mitigate other common interference signals.