Baidu Maps Tech Team
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Baidu Maps Tech Team

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Recent Articles

Latest from Baidu Maps Tech Team

46 recent articles
Baidu Maps Tech Team
Baidu Maps Tech Team
Nov 16, 2016 · Fundamentals

Why High‑Precision GPS Still Struggles in Urban Canyons and Tunnels

This article examines the principles of differential satellite positioning, the technical and environmental challenges that prevent centimeter‑level accuracy in dense urban areas, bridges, and tunnels, and explores practical workarounds and future visions for truly high‑precision navigation.

Differential PositioningGPSHigh Precision Navigation
0 likes · 18 min read
Why High‑Precision GPS Still Struggles in Urban Canyons and Tunnels
Baidu Maps Tech Team
Baidu Maps Tech Team
Sep 20, 2016 · Databases

Baidu Maps Reverse Geocoding: Grid Indexing & Incremental Updates

This article explains how Baidu Maps’ reverse‑geocoding service converts coordinates into addresses using point, line, and polygon data mapped onto a grid index, describes the incremental indexing mechanism that enables rapid data updates, and highlights the system’s high availability and performance characteristics.

High Availabilitygrid indexingincremental updates
0 likes · 6 min read
Baidu Maps Reverse Geocoding: Grid Indexing & Incremental Updates
Baidu Maps Tech Team
Baidu Maps Tech Team
Jul 20, 2016 · Fundamentals

Unlocking Indoor Positioning: From Geometry to Wi‑Fi Fingerprinting

This article provides a comprehensive overview of indoor positioning technologies, explaining why satellite GPS fails indoors and detailing geometric methods such as TOA, TDOA, AOA, RSSI, as well as Wi‑Fi‑based fingerprinting, hybrid models, and magnetic field techniques, comparing their accuracy, cost, and deployment requirements.

Indoor positioningRSSIWi‑Fi fingerprinting
0 likes · 19 min read
Unlocking Indoor Positioning: From Geometry to Wi‑Fi Fingerprinting
Baidu Maps Tech Team
Baidu Maps Tech Team
Jun 2, 2016 · Backend Development

How Baidu Maps Re‑engineered Its Indexing Unit for Scalable Data Storage

This article details Baidu Maps' technical team’s refactoring of the indexing (build) unit, outlining existing bottlenecks, design challenges, and a new decoupled architecture that separates storage, incremental updates, and full‑index construction using distributed table storage and message‑driven pipelines to improve scalability and reliability.

Baidu MapsSearch Architecturedistributed storage
0 likes · 9 min read
How Baidu Maps Re‑engineered Its Indexing Unit for Scalable Data Storage
Baidu Maps Tech Team
Baidu Maps Tech Team
May 11, 2016 · Backend Development

Mastering Cache Strategies: When to Use LRU, LFU, and Consistency Techniques

This article explains why caching is essential for high‑performance data retrieval, compares LRU and LFU eviction policies, presents three Redis‑based cache implementations, and discusses consistency challenges and solutions such as eviction ordering, consistent hashing, and delayed eviction in distributed systems.

CachingLFULRU
0 likes · 10 min read
Mastering Cache Strategies: When to Use LRU, LFU, and Consistency Techniques
Baidu Maps Tech Team
Baidu Maps Tech Team
Apr 1, 2016 · Mobile Development

How Baidu Maps Optimizes Mobile Network Performance: Real-World Practices

This article outlines Baidu Maps' mobile network optimization strategies, covering the overall architecture, common wireless issues such as DNS failures and hijacking, and practical solutions like HTTP‑DNS, custom TCP/UDP HTTP, data compression, unified domain entry, and deployment tactics that significantly improve user search latency and engagement.

Baidu MapsTCPUDP
0 likes · 10 min read
How Baidu Maps Optimizes Mobile Network Performance: Real-World Practices