Carrier Phase Recovery for Array Navigation Receiver: A Fast Phase Retrieval Approach

  • Qiang Li
  • , Lei Huang
  • , Wei Liu
  • , Bo Zhao
  • , Peichang Zhang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

Abstract

A fast carrier phase recovery scheme is developed for satellite navigation receiver using an antenna array based on the phase retrieval theory, in which the antenna array provides sufficient measurement information for the phase recovery algorithm. First, the complex satellite signal model after coherent integration is established using the antenna array. Then, considering symbol uncertainty of the navigation data during the coherent integration time, the carrier phase estimation is formulated as a typical phase retrieval problem. At last, using the squared iterative method (SQUAREM), which is capable of superlinear convergence, a fast variant of the Wirtinger Flow (WF) algorithm is derived to solve the phase recovery problem efficiently without compromising the balance between simplicity and stability. As demonstrated by numerical results, the proposed algorithm outperforms the state-of-the-art in terms of the mean squared error (MSE) convergence. Moreover, the adjustment processes of the carrier phase in the proposed method is validated.

Original languageEnglish
Article number8931610
Pages (from-to)179385-179395
Number of pages11
JournalIEEE Access
Volume7
DOIs
Publication statusPublished - Dec 2019

Keywords

  • antenna array
  • carrier phase recovery
  • Phase retrieval
  • superlinear convergence
  • Wirtinger Flow

ASJC Scopus subject areas

  • General Computer Science
  • General Materials Science
  • General Engineering

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