Overcoming GPS Tracking Device Performance Challenges

Overcoming GPS Tracking Device Performance Challenges

2019-09-05

A GPS tracking device is essential for real-time vehicle and asset tracking, yet its performance can face several technical challenges. Whether used in urban logistics or fleet management, the effectiveness of a GPS tracker depends heavily on its ability to maintain accurate positioning even in complex environments. From interference issues to signal loss in tunnels or urban canyons, understanding how GPS trackers work—and how their limitations can be addressed—is vital for industries that rely on reliable geolocation services.

Key Performance Issues of GPS Tracking Devices

GPS is a satellite-based, line-of-sight navigation system. As such, its performance is vulnerable to various external factors. The most common issues encountered by a GPS tracking device include:

  • Signal blockage due to buildings or tunnels
  • Interference from nearby radio sources
  • Delayed signal acquisition (Time To First Fix)
  • Intermittent positioning due to satellite availability
  • Difficulty in signal reacquisition after loss

In dense urban areas, signal shading from tall buildings or driving through parking structures can interrupt tracking. In such cases, GPS devices often switch to two-dimensional tracking or use dead reckoning to estimate position, which can lead to reduced accuracy if not combined with additional sensors.

Enhancing Performance with Inertial Navigation Systems

To counteract these limitations, inertial navigation systems (INS) are often integrated with GPS. While GPS provides absolute positioning, INS uses gyroscopes and accelerometers to track motion without relying on satellite signals. This combination enables continuous location tracking, even when GPS signals are temporarily lost.

JimiIoT’s vehicle tracking devices utilize this hybrid technology, allowing accurate navigation even in areas with limited satellite coverage. INS is immune to jamming and interference, making it an ideal supplement to GPS, especially for high-dynamic environments like vehicle fleets or unmanned aerial systems.

Real-Time Challenges and Dead Reckoning

One critical concern with conventional GPS tracking devices is their update rate. Most systems update location once per second (1Hz), which may be insufficient in fast-moving scenarios. If a vehicle changes direction or speed between updates, the tracker may temporarily report an inaccurate position. Dead reckoning—extrapolating previous data—can partially compensate but often lacks precision.

To solve this, advanced systems from JimiIoT offer high-frequency GPS output (up to 100Hz) and use Kalman filters to integrate GPS and INS data, improving real-time performance and signal reacquisition time after an outage.

Advanced Signal Recovery and Accuracy

GPS-integrated filters also enable quicker reacquisition of signals after interruptions. This is essential in commercial logistics, where even brief lapses in tracking can lead to security issues or inefficiencies. When signal loss occurs, the INS steps in to maintain location tracking. Once GPS returns, the system re-aligns with satellite signals, ensuring both continuity and accuracy.

Conclusion

Understanding and addressing GPS tracking device performance issues is key to deploying an effective asset or fleet tracking system. Thanks to the integration of inertial sensors and advanced tracking algorithms, solutions from JimiIoT deliver consistent and accurate tracking—even in the most challenging environments.

For more information, please visit www.JimiIoT.com or contact the JimiIoT support team.

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