Exploiting Acceleration Features of LabVIEW platform for Real-Time GNSS Software Receiver Optimization

TL;DR

This paper introduces a LabVIEW-based GPS receiver testbed optimized for real-time operation, leveraging multithreading, parallelization, and C/C++ SIMD techniques to enhance performance and facilitate research and prototyping.

Contribution

The paper presents a novel LabVIEW-based GPS receiver system that integrates C/C++ DLLs and optimization techniques for real-time GNSS signal processing and research applications.

Findings

Achieved real-time operation through LabVIEW multithreading and parallelization.

Demonstrated competitive performance with C/C++ SIMD optimizations.

Enabled flexible research on signal quality, spoofing, and interference.

Abstract

This paper presents the new generation of LabVIEW-based GPS receiver testbed that is based on National Instruments' (NI) LabVIEW (LV) platform in conjunction to C/C++ dynamic link libraries (DLL) used inside the platform for performance execution. This GPS receiver has been optimized for real-time operation and has been developed for fast prototyping and easiness on future additions and implementations to the system. The receiver DLLs are divided into three baseband modules: acquisition, tracking, and navigation. The openness of received baseband modules allows for extensive research topics such as signal quality improvement on GPS-denied areas, signal spoofing, and signal interferences. The hardware used in the system was chosen with an effort to achieve portability and mobility in the SDR receiver. Several acceleration factors that accomplish real-time operation and that are inherent to LabVIEW mechanisms, such as multithreading, parallelization and dedicated loop-structures, are discussed. The proposed SDR also exploits C/C++ optimization techniques for single-instruction multiple-data (SIMD) capable processors in software correlators for real-time operation of GNSS tracking loops. It is demonstrated that LabVIEW-based solutions provide competitive real-time solutions for fast prototyping of receiver algorithms.