BEV Perception Algorithms for Future Autonomous Driving
Technical overview of BEV perception: datasets (KITTI-360, nuScenes), BEVFormer and BEVFusion pipelines, algorithm categories, and practical strengths and limitations.
Automotive Electronics
800V EV High-Voltage Platform and Advantages
Technical overview of 800V high-voltage EV platforms and fast charging, covering system impacts, component and battery upgrades, and charging infrastructure trends.
UDS Network Layer Principles for Vehicle Diagnostics
Technical overview of UDS diagnostics, covering CAN network and application layers, N_PDU/N_PCI formats, single/multi-frame (SF/FF/CF/FC), addressing and timing parameters.
Avita 11 Electronic Architecture and Driver Systems
Avita 11 technical overview of electronic architecture, domain controllers, HarmonyOS cockpit (Kirin 990A), MDC compute (Ascend/MDC610), sensors, and Adaptive AUTOSAR.
Tesla FSD lane algorithm detailed analysis
Technical overview of Tesla's Full Self-Driving: vision-based perception, Occupancy Network for volumetric scene prediction, planning, auto-labeling, simulation and in-cabin fusion.
Tesla Model Y Thermal Management Assembly Design
Technical overview of Tesla Model Y/Model 3 thermal management: heat pump principles, PTC tradeoffs, and the octovalve routing that reduces winter energy loss.
Operating Modes of Hybrid Vehicle Drive Systems
Overview of hybrid vehicle operating modes: hybrid driving, pure-electric, boost, generator and regenerative braking, and torque coordination by hybrid control system.
In-Cabin Camera Types for Automotive Cockpits
Technical overview of in-cabin cameras covering OMS and DMS functions, depth-sensing options (TOF, structured light), transmission, ISP placement, and CMS system architectures.
High-Voltage Battery System Structure for Electric Vehicles
Technical overview of high-voltage battery systems and Battery Management System (BMS): components, enclosure, module structure, monitoring and protection functions.
BYD Integrated High-Voltage Powertrain Explained
Technical summary of BYD's 8-in-1 electrification system: an integrated high-voltage powertrain with compact packaging, SiC-enabled thermal management and domestic supply chain.
Global Autonomous Driving Market Analysis
Part 1 of P3's Autonomous Driving Market Insight examines MaaS in the US, China and Europe, detailing platform stack layers, fleet operations and key vendors.
Teardown: Mercedes BLE and NFC Car Module
Technical overview of the WIT TE flinkey BLE smart actuator for Mercedes, covering NFC gateway, RF sniffer, battery, power and environmental specifications.
