GPS Trackers Core Support for Intelligent Operation of Shared Bikes and Electric Vehicles

Without GPS positioning, operators cannot track the location of vehicles. Vehicles may be hidden by users (e.g., taken home, locked in residential communities), maliciously discarded (e.g., thrown into rivers, abandoned corners), or stolen, resulting in massive asset loss and soaring operational costs.

The lack of positioning means that geofencing cannot be established. Vehicles may be parked in prohibited areas such as fire escapes, sidewalks, and inside residential communities. This not only affects urban appearance and public order but may also be towed away by urban management authorities, further exacerbating vehicle damage and loss.

Operators cannot grasp the density of vehicle distribution in various areas. Popular locations (e.g., subway stations, business districts) may face a "shortage of available vehicles," while 冷门 areas may have piled-up vehicles, leading to severe resource waste and inability to balance supply and demand through dispatching.

Users cannot check the real-time location of vehicles through the app and can only search blindly on the street, significantly increasing the time and cost of finding a vehicle. They may even "make a fruitless trip," directly causing users to abandon the service and the platform to lose customers.

In addition, after users finish riding, the platform cannot confirm whether the vehicle is parked in a compliant area (e.g., within a geofence). This may result in users being incorrectly charged (e.g., "random parking fees") or continuous charging due to "failed return," triggering a large number of complaints and disputes.

GPS trackers are the core of realizing "intelligence" in shared electric vehicle/Ebike. They not only solve the management efficiency issues for operators but also optimize the user experience, while taking into account safety and compliance requirements. They are the foundation for the large-scale operation of such vehicles. To adapt to complex scenarios (e.g., high-rise blockages, underground garages), GPS trackers usually integrate multi-mode fusion technologies such as Beidou positioning, base station positioning, and Wi-Fi positioning to ensure stable location data even in areas with weak signals. They also adopt low-power designs (e.g., scheduled wake-up for positioning) to extend battery life (typically 1-3 months for shared vehicles and 6-12 months for private Ebike).

GPS trackers are responsible for collecting location and status data, SIM cards act as the "communication pipeline" for data transmission, and the management platform serves as the "brain" for processing data and realizing intelligent operations. The collaborative operation of these three supports efficient vehicle management, user services, and safety assurance.

Data such as real-time locations (latitude and longitude) and vehicle status (e.g., unlocked/locked, battery level, malfunctioning) collected by GPS trackers need to be uploaded to the management platform in real-time through SIM cards accessing mobile communication networks (4G/5G/NB-IoT, etc.).

The platform needs to interface with heterogeneous data transmitted by SIM cards (protocols of trackers from different brands may vary), parse, clean, and standardize the data through a data gateway (e.g., unifying latitude and longitude formats and status code definitions) to ensure data consistency. The platform visualizes positioning data through a map engine (e.g., Gaode and Baidu Maps APIs), displaying the real-time location and status (available/occupied/malfunctioning/low battery) of all vehicles on an electronic map, and supporting filtering (e.g., "show low-battery vehicles within 3 kilometers").

Real-time vehicle monitoring:

Operators obtain the real-time GPS locations of all vehicles through the backend system, intuitively grasping vehicle distribution (e.g., which areas have dense vehicles and which are short of vehicles), avoiding vehicle "disconnection" or idleness, and ensuring overall control over vehicle status.

Geofencing setup:

Compliant parking areas (e.g., sidewalk edges, designated parking spots) are defined via GPS. When users return a vehicle, the tracker must confirm that the vehicle is within the geofence to complete the return; if parked in a prohibited area (e.g., inside a residential community, fire escape), the app will prompt that return is unavailable or an additional fee will be charged, urging users to park standardizedly and reducing urban management pressure.

Fee calculation based on historical trajectories:

Trackers record vehicle movement trajectories in real-time, and fees are accurately calculated based on riding time and distance (e.g., charging by mileage + time), avoiding manual billing errors. Meanwhile, users can check their riding routes in the app for easy trip tracing.

Battery safety monitoring (for Ebike):

Some trackers integrate battery status monitoring functions (e.g., voltage, temperature). Combined with GPS location, if abnormal high battery temperature (which may cause spontaneous combustion) is detected, an alert can be immediately sent to operators/owners, and the vehicle's location can be pinpointed for quick disposal.

GPS trackers (perception), SIM cards (transmission), and the management platform (decision-making) form an "iron triangle," collectively supporting the intelligent operation of shared electric vehicle and Ebike. Every link—from users finding vehicles to backend dispatching, from anti-theft safety to compliance supervision—relies on the collaborative cooperation of these three, and none can be dispensed with.