shared mobility

HelloTech

Mar 22, 2023 · Artificial Intelligence

Smart Return System: Optimizing Bike Return Experience Using Sensor Data and Trajectory Prediction

The proposed smart return system for shared‑mobility bikes uses accelerometer data and Hidden Markov Model trajectory prediction to distinguish temporary stops from actual parking, enabling 85% of returns to be pre‑judged, improving accuracy, speed, user experience, and operational costs.

Hidden Markov ModelsLocation AccuracySmart Transportation

0 likes · 5 min read

Smart Return System: Optimizing Bike Return Experience Using Sensor Data and Trajectory Prediction

HelloTech

Jan 6, 2022 · Artificial Intelligence

Green and Smart: The Future of Two-Wheel Transportation and AIoT Opportunities

In his WIM2021 keynote, HelloBike Vice President Liu Xingliang outlined the company’s low‑carbon vision for two‑wheel mobility—spanning bicycles, e‑bikes and electric scooters—by emphasizing reduction, reuse and recycling, while showcasing an AIoT platform that leverages digital manufacturing, smart dispatch, battery‑swap networks and advanced features such as AI fault diagnosis, voice interaction and assisted driving to deliver greener, more efficient urban transport.

AIoTCarbon NeutralityIntelligent Operations

0 likes · 7 min read

Green and Smart: The Future of Two-Wheel Transportation and AIoT Opportunities