China ADAS Redundant System Strategy Research Report, 2024

Search by Type

Report DataBase News

Abstract

Selected Charts

Related Reports

Related Companies

Redundant system strategy research: develop towards integrated redundant design
ADAS redundant system definition framework

For autonomous vehicles, safety is the primary premise. Only when ADAS is fully redundant can real safety be ensured. Currently, the redundant design of most OEMs, Tier 1 suppliers and L4 autonomous driving companies is mainly software and hardware backup:
Software: algorithm redundancy, for example, GAC Group’s latest ADiGO PILOT intelligent driving system adopts the AEB function algorithm, the vision + radar fusion algorithm and the vision algorithm real-time redundant verification strategy to maximize the reliability of AEB.
Hardware: reflected in different functional positions. The perception end, decision end, execution end, power supply end, etc. all adopt dual-redundant or multi-redundant design to ensure that when one of the systems fails, another system with the same function can work normally.

冗余 1.png

Execution redundancy: Fully redundant design of braking and steering systems

Execution redundancy and decision redundancy are the core parts, directly determining whether the vehicle can make correct response at a critical moment. Execution redundancy is often placed in braking and steering systems, and is generally designed as two independent systems with same functions. Decision redundancy is on the brain side. In vehicle EEA, the central computing platform is equipped with two sets of core computing units, and the redundant architecture design concept is adopted at vehicle architecture level, function definition level, system level, etc.

From the perspective of braking redundancy, its characteristics and trends are as follows:

At present, the key product is electro-hydraulic brake system (EHB), and the common redundancy schemes are the mechanical redundancy + electronic redundancy dual fail-safe mode, and adding auxiliary brake modules;

Brake-by-wire system is the future trend, because the electromechanical brake system (EMB) completely abandons brake fluid, hydraulic pipelines and other components of traditional braking systems, and generates braking force by electric motor drive, which improves the response speed, simplifies the structural layout, and enables inherent redundancy capabilities. However, it has extremely high reliability requirements and is difficult to mass-produce and install on vehicles in the short term.

In terms of steering redundancy, its characteristics and trends are as follows:

Currently the electric power steering system (EPS) mainly adopts the dual EPS steering redundancy scheme with two motors, two power supplies and two windings, which is equivalent to two sets of completely independent EPS hardware, which are independent of and backed up by each other, and the overall cost is relatively high;
The steering system is developing from electric power mode to wired-control mode. Steer-by-wire (SBW) system is composed of three main parts, i.e., steering wheel assembly, steering actuator assembly and ECU, as well as auxiliary systems such as automatic fail-safe system and power supply. It offers benefits of quick response, flexible installation method, light weight and high collision safety. SBW system therefore needs to have redundant backup of core components.

Redundant design of steer-by-wire system of NIO NT 3.0 Platform

The steer-by-wire system is used for transmission and control of electrical signals between the steering wheel and wheels. The angle and resistance torque of the steering wheel can be freely designed, with lower delay, more precise control, higher transmission efficiency and more flexible layout.
Fully redundant design with dual power supply, dual communication, dual hardware and dual software. Although there are no mechanical steering columns to connect the steering wheel and wheels, its reliability is 2.2 times higher than common electric power steering systems.
In December 2024, NIO ET9, the first model based on NT 3.0 Platform, acquired the mass production license for steer-by-wire technology from the Ministry of Industry and Information Technology, becoming China's first model carrying steer-by-wire technology.

冗余 2.png

Integrated redundant design for central computing architecture

With the in-depth application of intelligent connection and autonomous driving technologies, vehicle braking and steering systems are heading in the direction of integration. The central EEA and integrated chassis launched by some OEMs and suppliers combine the braking system, steering system, drive system, etc., and adopt an integrated and fully redundant design concept.

CATL Integrated Intelligent Chassis (CIIC) of CATL (Shanghai) Intelligent Technology Co., Ltd.

CIIC (CATL Integrated Intelligent Chassis) launched by CATL (Shanghai) Intelligent Technology Co., Ltd. is a highly intelligent skateboard chassis, with core features of "upper and lower decoupling, high integration, and openness".
CIIC highly integrates vehicle drive system, brake system, steering system, suspension system, etc. into the physical underbody, and the platform design enables scalable software and hardware;
CIIC-M (middle platform) adopts fully wired-control technology, eliminating the mechanical connection between the brake pedal and ECU, and completely decoupling the upper and lower bodies; meanwhile, it adds software redundancy strategy, safety monitoring, and fault handling mechanism to ensure system safety and robustness.

冗余 3.png

BYD e4 Platform

BYD's e4 Platform cancels the steering column and brake caliper, and uses the driving-braking-steering three-in-one technology to achieve steering and braking, thereby realizing vehicle-level safety redundancy capabilities.
Equipped with four 220-240kW large motors, it achieves the maximum braking deceleration of 1g and braking through precise motor torque and speed control, coupled with power blade batteries, new silicon carbide motor controller and advanced thermal management technology;
Differential steering technology is used to steer the vehicle. The left and right wheels receive different torques to deflect and thus complete the steering. The minimum turning diameter is 12 meters, and in the 18m pylon course slalom test, the maximum speed is 60km/h.

The e4 Platform features a distributed drive form with four independently driven motors, and it enables basic driving capabilities even if only one motor is working. In addition, the e4 Platform's innovative technology can provide braking and steering dual redundant backup based on existing braking and steering.

冗余 4.png

Control redundancy: Multi-ECU redundancy is still the mainstream solution, and will develop towards single-chip redundancy in the future

The control system must meet fail-operational requirements to achieve L3 and above autonomous driving functions, that is, after a sensor fails, the vehicle can still perform corresponding functions and complete driving safely. To this end, controlling system will use two or three ECUs, and implant some redundant safety measures on some sensors, or achieve control redundancy by adding chips in the domain controller.

Multi-ECU Redundancy Solution - Dual Computing Platforms of BYD Xuanji Intelligent Architecture

As the main computing platform, Tianxuan cross-domain computing platform integrates the power domain, body domain and chassis domain, and adopts a multi-PCB design scheme for cooperative control of power domain, body domain and chassis domain;
A backup computing platform Tianji is added as backup redundancy. It is connected to the front and rear control domains via dual Gigabit Ethernet for case of need.

冗余 5.png

Single-chip redundant layout - based on Renesas multi-domain fusion SoC R-Car X5

R-Car X5, Renesas Electronics' the latest generation of automotive multi-domain fusion SoC (using ARM Cortex-A720AE core, meeting ASIL-B to ASIL-D functional safety requirements; 32-core design, CPU computing power up to 1000kDMIPS), supports the safety isolation of multiple domains with different functional safety level requirements, and adopts hardware-based "Freedom From Interference (FFI)" technology. This hardware design achieves the isolation of critical safety functions (such as brake-by-wire) from non-critical functions, and critical functions that are considered to be related to safety can be assigned to their own independent and redundant domain. Each domain has its own independent CPU core, memory, and interface, thereby preventing potential catastrophic failures in the vehicle when hardware or software in different domains fails.

冗余 6.png

1 Overview of ADAS Redundant System
1.1 Definition of ADAS Redundant System
Definition and Source of ADAS Redundant System
ADAS Redundant System Structure (1)
ADAS Redundant System Structure (2)
Classification and Types of ADAS Redundant System (1)
Classification and Types of ADAS Redundant System (2)
1.2 Common Structures of ADAS Redundant System Design
Common ADAS Redundant Architecture Types
Common ADAS Redundant Architecture - MooN Voting Structure (1)
Common ADAS Redundant Architecture - MooN Voting Structure (2)
Redundant Mode Design of L3 Autonomous Driving System Architecture
L3 Autonomous Driving System Architecture Redundant Design Solution - Main and Auxiliary Dual-System Fully Autonomous Driving System Architecture
L4 Autonomous Driving System Architecture Redundancy Design

2 Development Trends of ADAS Redundant Systems by Category
2.1 Perception Redundancy
Perception Redundancy Scheme 1: Multi-sensor Heterogeneous Redundancy
Perception Redundancy Scheme 1: Multi-sensor Heterogeneous Redundancy - Pre-fusion and Post-fusion Algorithms of Multi-sensor Information
Perception Redundancy Scheme 1: Multi-sensor Heterogeneous Redundancy - Fusion Level Type of Multi-sensor Information
Perception Redundancy Scheme 1: Multi-sensor Heterogeneous Redundancy - Multi-sensor Fusion Architecture (1)
Perception Redundancy Scheme 1: Multi-sensor Heterogeneous Redundancy - Multi-sensor Fusion Architecture (2)
Perception Redundancy Scheme 2: V2X As A New Redundant Module (1)
Perception Redundancy Scheme 2: V2X As A New Redundant Module (2)
Perception Redundancy Scheme three: IMU Triple Heterogeneous Redundancy
Perception and Positioning Redundancy Case (2): Bosch’s Perception Module Redundancy Design
Perception and Positioning Redundancy Case (2): Mobileye’s True Redundancy (1)
Perception and Positioning Redundancy Case (2): Mobileye's True Redundancy (2)
Perception and Positioning Redundancy Case (2): Mobileye’s True Redundancy Autonomous Driving Solution
Perception and Positioning Redundancy Case (3): Bosch’s IMU Positioning Module Redundancy Design
Perception and Positioning Redundancy Case (4): ACEINNA Triple Redundant IMU
2.2 Decision (Control) Redundancy
Control Redundancy Scheme 1: Domain Control Multi-ECU Mutual Redundancy (1)
Control Redundancy Scheme 1: Domain Control Multi-ECU Mutual Redundancy (2)
Control Redundancy Scheme 1: Domain Control Multi-ECU Mutual Redundancy (3)
Control Redundancy Scheme 2: Single-chip Cross-domain SoC Redundancy Strategy - Renesas R-Car X5
Control Redundancy Scheme 2: Single-chip Cross-domain SoC Redundancy Strategy - Qualcomm 8775
Control Redundancy Scheme 2: Single-chip Cross-domain SoC Redundancy Strategy - NVIDIA DRIVE Thor
Control Redundancy Scheme 2: Single-chip Cross-domain SoC Redundancy Strategy - Black Sesame Technologies C1296
Control Redundancy Scheme 3: L3 Autonomous Driving Redundant Computing Platform Design (1)
Control Redundancy Scheme 3: L3 Autonomous Driving Redundant Computing Platform Design (2)
Domain Control Multi-ECU Redundancy Case (1)
Domain Control Multi-ECU Redundancy Case (2)
Domain Control Multi-ECU Redundancy Case (3)
2.3 Execution (Braking) Redundancy
Braking System Technology Route 1: EHB (Electro-Hydraulic Brake)
Braking System Technology Route 1: Auxiliary Components of EHB (Electro-Hydraulic Brake)
EHB Redundancy Scheme 1: Two-Box Redundant Braking Solution (1)
EHB Redundancy Scheme 1: Two-Box Redundant Braking Solution (2)
EHB Redundancy Scheme 1: One-Box Redundant Braking Solution (1)
EHB Redundancy Scheme 1: One-Box Redundant Braking Solution (2)
EHB Redundancy Case (1): Huawei’s Braking Redundancy Control System Patent
EHB Redundancy Case (2): Jingwei HiRain’s Braking Redundancy EWBS+ESP+EPB
EHB Redundancy Case (3): NASN Automotive’s Nbooster + ESC Redundant System (1)
EHB Redundancy Case (3): NASN Automotive’s Nbooster + ESC Redundant System (2)
EHB Redundancy Case (4): Bethel’s Power Supply Redundancy and Speed Processing Redundant System
EHB Redundancy Case (4): Bethel’s Electromechanical Redundancy and Hydraulic Redundancy Schemes
EHB Redundancy Case (5): Global Technology’s GIBS+ESC Redundancy Design (1)
EHB Redundancy Case (5): Global Technology’s GIBS+ESC Redundancy Design (2)
EHB Redundancy Case (5): Global Technology’s Demand for RBUs in Redundant Braking Solution
EHB Redundancy Case (5): Comparison between Global Technology’s One-box and Two-box
EHB Redundancy Case (5): Global Technology’s Braking System Development Plan
EHB Redundancy Case (6): LEEKR Technology’s One-box Braking System
EHB Redundancy Case (7): Yunke Technology’s Braking Redundancy and Control Redundancy Design
EHB Redundancy Case (8): Bosch’s Execution Module Redundancy Design (1)
EHB Redundancy Case (8): Bosch’s Execution Module Redundancy Design (2)
EHB Redundancy Case (8): Bosch’s Execution Module Redundancy Design (3)
EHB Redundancy Case (9): Continental’s MK Cx HAD Redundant Brake-by-Wire System (1)
EHB Redundancy Case (9): Continental’s MK Cx HAD Redundant Brake-by-Wire System (2)
EHB Redundancy Case (9): Comparison between Continental KC1 and MKC2
EHB Redundancy Case (10): Tongyu Automotive’s EHB Redundancy Design
EHB Redundancy Case (11): Bethel’s Dual-Control EPB System and WCBS+ Dual-Control EPB Redundant System
EHB Redundancy Case (12): Global Technology’s Braking Redundant System EPB
EHB Redundancy Case (13): CAIC’s IBCU+RCU+Dual-control EPB System Design (1)
EHB Redundancy Case (13): CAIC’s IBCU+RCU+Dual-control EPB System Design (2)
EHB Redundancy Case (13): CAIC’s IBCU+RCU+Dual-control EPB System Design (3)
EHB Redundancy Case (14): UAES’s Vehicle Motion Domain Controller VCU8.5 Redundancy Design (1)
EHB Redundancy Case (14): UAES’s Vehicle Motion Domain Controller VCU8.5 Redundancy Design (2)
Braking System Technology Route 2: EMB (Electro-Mechanical Brake)
Braking System Technology Route 2: EMB (Electro-Mechanical Brake)
Braking System Technology Route 2: Some Companies Are Developing EMB Products
EMB Redundancy Case (2): Tongyu Automotive’s EMB Redundancy Design
EMB Redundancy Case (2): Global Technology’s EMB Redundancy Scheme (1)
EMB Redundancy Case (2): Global Technology's EMB Redundancy Scheme (2)
EMB Redundancy Case (2): Global Technology's EMB Redundancy Scheme (3)
EMB Redundancy Case (3): LEEKR Technology’s EMB System
EMB Redundancy Case (4): Global Technology's e-Pedal 2.0 Redundancy Design
EMB Redundancy Case (5): CATL Intelligent’s CIIC Redundancy Design
2.4 Execution (Steering) Redundancy
Steering System Technology Evolution Route: Electric Power Steering to Steer-By-Wire Development (1)
Steering System Technology Evolution Route: Electric Power Steering to Steer-By-Wire Development (2)
EPS Redundancy Scheme 1: Mechanical System + TAS + Redundant EPS System
EPS Redundancy Scheme 2: Two Independent EPS Redundancy Systems
Redundant EPS Key Technologies (1): Redundancy Strategy and Safety Mechanism
Redundant EPS Key Technologies (2): Advanced Assist Algorithm Architecture
Redundant EPS Key Technologies (3): External Request Control Function
EPS Redundancy Case (1): Jingwei HiRain’s Steering Redundant R-EPS
EPS Redundancy Case (2): Global Technology’s Steering Redundant System
EPS Redundancy Case (2): Global Technology’s Steering System Development Plan
EPS Redundancy Case (3): DECO Automotive’s Fully Redundant Intelligent Steering Solution (1)
EPS Redundancy Case (3): DECO Automotive’s Fully Redundant Intelligent Steering Solution (2)
EPS Redundancy Case (4): Yunke Technology’s Steering Redundancy Design
EPS Redundancy Case (5): Handing Intelligent Technology’s Steering Redundant Products (1)
EPS Redundancy Case (5): Handing Intelligent Technology’s Steering Redundant Products (2)
EPS Redundancy Case (6): Bosch’s Execution Module Redundancy Design (1)
EPS Redundancy Case (6): Bosch’s Execution Module Redundancy Design (2)
EPS Redundancy Case (7): NASN Automotive’s Steering System Redundancy Design
SBW Redundancy Scheme 1: Dual Redundant System Integrated Design (1)
SBW Redundancy Scheme 1: Dual Redundant System Integrated Design (2)
SBW Redundancy Scheme 1: Dual Redundant System Integrated Design (3)
Key Redundant SBW Technologies
SBW Redundancy Case (1): High-Safety Steer-by-Wire System of HYCET EPS System
SBW Redundancy Case (1): Triple Redundancy Design for High-Safety Steer-by-Wire System of HYCET EPS System
SBW Redundancy Case (2): SBW System Redundancy Design of Handing Intelligent Technology (1)
SBW Redundancy Case (2): SBW System Redundancy Design of Handing Intelligent Technology (2)
2.5 Execution (Drive) Redundancy
Drive Redundancy Scheme: Two Drive Units Are Mutually Redundant
Drive Redundancy Case (1): Huawei's DriveONE Redundancy Design
Drive Redundancy Case (2): Fully Redundant Electronic Control Solution Based on Dual Three-Phase Brushless DC Motors
Drive Redundancy Case (3): BYD e4 Platform Four-Motor Independent Drive Mode
2.6 Power Redundancy
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System (1)
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System (2)
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System, Primary Power Supply Solution (1)
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System, Primary Power Supply Solution (2)
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System, Primary Power Supply Solution (3)
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System, Rear Redundant Power Supply (1)
Power Redundancy Scheme 1: 12V Dual Redundant Power Supply System, Rear Redundant Power Supply (2)
Power Redundancy Scheme 1: Redundancy Design of High Voltage + DCDC + 12V Low Voltage Battery Dual-Channel Power Supply Network (1)
Power Redundancy Scheme 1: Redundancy Design of High Voltage + DCDC + 12V Low Voltage Battery Dual-Channel Power Supply Network (2)
Power Redundancy Scheme 2: 48V+12V Redundant Power Supply Network
Power Redundancy Scheme 2: 48V Can Be Used as the Third Voltage Rail
Power Redundancy Scheme 2: L3 Autonomous Driving Power Supply Redundancy Scheme (1)
Power Redundancy Scheme 2: L3 Autonomous Driving Power Supply Redundancy Scheme (2)
Power supply Redundancy Scheme (1): UAES Zone Controller Power Supply Center Redundancy Design (1)
Power supply Redundancy Scheme (1): UAES Zone Controller Power Supply Center Redundancy Design (2)
Power supply Redundancy Scheme (2): Aptiv Power Supply Redundancy (1)
Power supply Redundancy Scheme (2): Aptiv Power Supply Redundancy (2)
Power supply Redundancy Scheme (3): G-Pulse Electronics’ Dual-channel Redundant Power Supply System Design
2.7 Communication Redundancy
Communication Redundancy Scheme 1: Setting Up Multiple Redundant Channels between Domains (1)
Communication Redundancy Scheme 1: Setting Up Multiple Redundant Channels between Domains (2)
Communication Redundancy Scheme 1: Setting Up Multiple Redundant Channels between Domains (3)
Communication Redundancy Scheme 2: Building Ring Ethernet architecture between domains
Communication Redundancy Scheme 3: Tesla Daisy Chain Communication Loop
Communication Redundancy Case (1)
Communication Redundancy Case (2)
Communication Redundancy Case (3)
Communication Redundancy Case (4)
Communication Redundancy Case (5)
Communication Redundancy Case (6)
Communication Redundancy Case (7)
Communication Redundancy Case (8)
2.8 Comparison of Redundant Systems between Chinese and Foreign Suppliers
Summary of Redundant Systems of Chinese and Foreign Suppliers (1)
Summary of Redundant Systems of Chinese and Foreign Suppliers (2)
Summary of Redundant Systems of Chinese and Foreign Suppliers (3)
Bosch's Overall Redundant Design for Autonomous Driving Systems
CATL Intelligent’s CIIC Redundant Architecture Design Solution

3 ADAS Redundant System Strategies of OEMs
3.1 Great Wall Motor
Six Safety Redundant Systems of Coffee Intelligence
Six Safety Redundant Systems of Coffee Intelligence: Perception redundancy - Multi-Source Heterogeneous Sensor Solution
Six Safety Redundant Systems of Coffee Intelligence: controller redundancy and architecture redundancy
Six Safety Redundant Systems of Coffee Intelligence: Power Redundancy and Brake Redundancy
Six Safety Redundant Systems of Coffee Intelligence: Steering Redundancy - Fully Redundant Steering System
Redundant System of Mecha Dragon

3.2 Changan Automobile
ADAS Redundant System Design Solution
EPA1 E/E Architecture Decision Redundancy Design: Multi-Chip Redundancy
EPA1 E/E Architecture Execution Redundancy Design: Dual Redundant Braking System
SDA E/E Architecture Perception Redundancy Design: Fusion Perception System
SDA E/E Architecture Communication Redundancy Design: ETH, CANFD Dual Redundant Channels
SDA E/E Architecture Software and Hardware Redundancy Design

3.3 GAC Group
ADAS Redundant System Design Solution
Eight Redundant Systems of ADiGO PILOT
Perception Redundancy of ADiGO PILOT: Multi-source Heterogeneous Sensor Solution
Perception Redundancy of ADiGO PILOT: Urban NDA Multi-sensor Fusion Perception Solution
Architecture Redundancy and Algorithm Redundancy of ADiGO PILOT
Power Redundancy of ADiGO PILOT: Dual Power Supply Network

3.4 Dongfeng Motor
ADAS Redundant System Design Solution
Redundancy Design of Integrated Chassis System
Brake-by-wire Redundant Structure
Redundancy Design of Brake-by-wire Components (1)
Redundancy Design of Brake-by-wire Components (2)
Brake-by-wire Software and Hardware Redundancy Design (1)
Brake-by-wire Software and Hardware Redundancy Design (2)

3.5 BYD
ADAS Redundant System Design Solution
"Xuanji" E/E Architecture Decision Redundancy Design (1)
"Xuanji" E/E Architecture Perception Redundancy Design (2)
"Xuanji" E/E Architecture Communication Redundancy Design (3)
e3.0 Evo Platform Power Control System Redundancy Design
e4 Platform Drive Architecture Redundancy Design (1)
e4 Platform Drive Architecture Redundancy Design (2)

3.6 FAW Group
ADAS Redundant System Design Solution
FEEA3.0 E/E Architecture Redundancy Design (1)
FEEA3.0 E/E Architecture Redundancy Design (2)
FEEA3.0 E/E Architecture Redundancy Design (3)
FEEA3.0 E/E Architecture Power Supply Redundancy Design: Dual-channel Power Supply Network

3.7 NIO
Comparison of Redundancy Strategies between NT3.0 Platform and NT2.0 Platform
Seven-layer Safety Redundancy Design of NT3.0 Platform
NT2.0 Platform Perception Redundancy Design: Aquila System + IMU + V2X Multi-solution Verification Perception
Perception Redundancy Scheme: Aquila System
Decision Redundancy Design: ADAM Adopts Multi-ECU Redundancy Scheme (1)
Decision Redundancy Design: ADAM Adopts Multi-ECU Redundancy Scheme (2)
Decision Redundancy Design: ADAM Adopts Multi-ECU Redundancy Scheme (3)
Execution Redundancy Scheme: Redundancy Design of Intelligent Chassis Controller (ICC)
Power Supply Redundancy Design: Dual Power Layout (1)
Power Supply Redundancy Design: Dual Power Layout (2)
Seven-layer Safety Redundancy Design of ET9

3.8 Xpeng Motors
ADAS Redundant System Design Solution
Redundancy Design of XPILOT (1)
Redundancy Design of XPILOT (2)
Redundancy Design of X-EEA 3.0
Redundancy Design of X-EEA 3.5 (1)
Redundancy Design of X-EEA 3.5 (2)
Redundancy Design of X-EEA 3.5 (3)
Redundancy Design of Canghai Base
Hardware Redundant System Design (1)
Hardware Redundant System Design (2)

3.9 IM Motors
ADAS Redundant System Design Solution
Decision Redundancy: Central Brain ZXD2 (Cockpit-driving Integration) Horizon J6 + Qualcomm, Multi-ECU Redundancy Scheme (1)
Decision Redundancy: Central Brain ZXD2 (Cockpit-driving Integration) Horizon J6 + Qualcomm, Multi-ECU Redundancy Scheme (2)
Redundancy Design of Global Motion Control Platform VMC
Redundancy design of IM AD System

3.10 Leapmotor
ADAS Redundant System Design Solution
Redundancy Design of [Four-Leaf Clover] Integrated Architecture (1)
Redundancy Design of [Four-Leaf Clover] Integrated Architecture (2)

3.11 Neta Auto
ADAS Redundant System Design Solution
"Shanhai 2.0" E/E Architecture Design (1)
"Shanhai 2.0" E/E Architecture Design (2)
Redundancy Design of Hozon Central Supercomputing Platform
GT Dual-redundant Intelligent Steering System Design

3.12 Jidu Auto
ADAS Redundant System Design Solution
Functional Safety Design: Algorithm Redundancy and Perception Redundancy
Functional Safety Design: Perception Redundancy and Architecture Redundancy
Functional Safety Design: Controller Redundancy

3.13 ARCFOX
ADAS Redundant System Design Solution
IMC Platform Architecture Design

3.14 BMW
ADAS Redundant System Design
Personal Pilot L3 Redundancy Design: Perception Redundancy, Chip Redundancy
Personal Pilot L3 Redundancy Design: Architecture Redundancy, System Redundancy
Fail-operational Driving System Redundancy Design

3.15 Volvo Cars
ADAS Redundant System Design
Safety Redundant Vehicle Control System (1)
Safety Redundant Vehicle Control System (2)
Safety Redundant Vehicle Control System (3)
SPA2 Architecture: 3* VCU + VIU
SPA 2 Multi-domain Hybrid Architecture: System Topology
Redundant Safety Technology of Autonomous Truck

3.16 Tesla
ADAS Redundant System Design
HW1.0-HW4.0 Autonomous Driving Perception Solution Iteration Process
Perception Redundancy
HW3.0 Chip Redundancy
HW4.0 Chip Redundancy
Braking Redundancy
Steering Redundancy
Computer Redundancy and Battery Redundancy Patents
VCFront Power Supply Redundancy and Isolation Design
Cybertruck's Steer-by-wire System Redundancy Design

3.17 Mercedes-Benz
ADAS Redundant System Design
DRIVE PILOT System Redundancy Design (1)
DRIVE PILOT System Redundancy Design (2)
STAR3 Domain Dual 12V Power Supply Architecture Design

3.18 Comparison of Redundant Systems in OEMs
Summary of OEMs’ Perception Redundant System (1)
Summary of OEMs’ Perception Redundant System (2)
Summary of OEMs’ Perception Redundant System (3)
Summary of OEMs’ Control Redundant System (1)
Summary of OEMs’ Control Redundant System (2)
Summary of OEMs’ Steering redundant systems
Summary of OEMs’ Braking Redundant Systems
Summary of OEMs’ Power Supply Redundant Systems
Summary of OEMs’ Communication Redundant System (1)
Summary of OEMs’ Communication Redundant System (2)

4 ADAS Redundant System Strategies of L4 Autonomous Driving Companies
Summary of Redundant Systems of L4 Autonomous Driving Companies (1)
Summary of Redundant Systems of L4 Autonomous Driving Companies (2)
4.1 Baidu Apollo
ADAS Redundant System Design Solution
Autonomous Vehicle Redundancy Design (1)
Autonomous Vehicle Redundancy Design (2)
Galaxy Architecture Platform

4.2 WeRide
ADAS Redundant System Design Solution
WeRide One
WeRide One Redundant System Design (1)
WeRide One Redundant System Design (2)
WeRide One Redundant System Design (3)

4.3 DeepRoute.ai
ADAS Redundant System Design Solution
Perception Redundancy Design (1)
Perception Redundancy Design (2)
Perception Redundancy Design (3)
chip Redundancy Design

4.4 Pegasus Technology
ADAS Redundant System Design Solution
High Redundant System Design
Redundancy Design of Robot Computing Platform

4.5 Pony.ai
ADAS Redundant System Design Solution
Positioning Redundancy: Multi-sensor Fusion Positioning System
Redundancy Design of Sixth-generation Autonomous Driving Software and Hardware System (1)
Redundancy Design of Sixth-generation Autonomous Driving Software and Hardware System (2)
Planning of Seventh-Generation Autonomous Driving Software and Hardware System
Redundancy Design of Software and Hardware Integrated System for Third-generation Autonomous Driving Truck

4.6 UISEE
ADAS Redundant System Design Solution
Autonomous Driving Technology Safety System (1)
Autonomous Driving Technology Safety System (2)
Redundancy Design of U-Drive? Intelligent Driving Platform
Redundant Architecture Design of U-Drive? Intelligent Driving Platform
U-Drive? Intelligent Driving Platform Redundant System Switching Algorithm
U-Drive? Intelligent Driving Platform Perception Redundancy Technology (1)
U-Drive? Intelligent Driving Platform Perception Redundancy Technology (2)
U-Drive? Intelligent Driving Platform Perception Redundancy Technology (3)

4.7 QCraft.ai
ADAS Redundant System Design Solution
"Driven-by-QCraft" Autonomous Driving Redundancy Design (1)
"Driven-by-QCraft" Autonomous Driving Redundancy Design (2)
Redundancy Design of Autonomous Driving Sensor Kit

4.8 Momenta
ADAS Redundant System Design Solution
Mpilot/MSD Autonomous Driving Solution Redundancy Design (1)
Mpilot/MSD Autonomous Driving Solution Redundancy Design (2)
Momenta Provides Perception Redundancy Scheme for GWM Mecha Dragon's Intelligent Driving System
Momenta 5.0 Advanced Intelligent Driving System Redundancy Design

4.9 AutoX
Redundancy Design of Fifth-generation Autonomous Driving System for AutoX Gen5
Full Stack Redundancy Design (1)
Full Stack Redundancy Design (2)

4.10 Didi Autonomous Driving
Gemini Platform Multi-layer Security Redundancy Design (1)
Gemini Platform Multi-layer Security Redundancy Design (2)
Redundancy Design of Next-generation Robotaxi Model

4.11 IDRIVERPLUS
Redundancy Design of H-INP ADAS system
Redundancy Design of Driving-parking Integration

4.12 Waymo
ADAS Redundant System Design
Autonomous Driving System Redundancy Design (1)
Autonomous Driving System Redundancy Design (2)
Autonomous Driving System Redundancy Design (3)
Autonomous Driving System Redundancy Design (4)
Truck Redundancy Design (1)
Truck Redundancy Design (2)

Automotive Microcontroller Unit (MCU) and Application Scenario Research Report, 2026

Automotive MCU Research: Increased demand for redundant security drives ASIL D-compliant MCU shipments to exceed 100 million units In a vehicle EEA, MCUs are widely distributed in various functional ...

China Intelligent Cockpit Patent Analysis Report, 2026

Intelligent Cockpit Patent Research: Cockpit AI, In?vehicle Health, and Infotainment Are Upgrade to Scenario?based and Proactive Functions From a patent perspective, this report explores the cutting?...

Research Report on Application of VLA Large Model in Automobiles and Robots, 2026

Research on Automotive and Robot VLA: Hybrid Architectures Become Mainstream, VLA Integrates with General World Models, and Reinforcement Learning Serves as Core Engine Vision?Language?Action (VLA) m...

China Charging Infrastructure (Supercharging, Battery Swapping, V2G, etc.) and High-Performance Supercharging Battery Research Report, 2026

Charging and battery swapping research: as 5C+ supercharging vehicle models go into mass production, the pace of OEMs self-building supercharging networks quickens 800-1000V high-voltage platforms ar...

China Passenger Car Electronic Controlled Suspension Industry Report, 2026

Electronic Controlled Suspension Industry Research: As the First Year of Full Active Suspension Unfolds, Three Technical Routes Race Forward 1. Penetration Rate Surges Three Times, and Electronic Con...

Intelligent Driving SoC Research Report, 2026

Research on Intelligent Driving SoCs: Competition Focus Shifts to L3/L4 Embedded Hardware, and Computing Power of Flagship Vehicle Models Exceeds 1,000 TOPS In terms of intelligent driving system in...

Automotive AI Large Model Technology Research Report, 2026

Automotive AI Large Model Research: Competition Shifts from "Who Has the Stronger Model" to "Who Boasts Higher Link Efficiency" ResearchInChina released the Automotive AI Large Model Technology Resea...

Intelligent Vehicle Cockpit Domain Controller Research Report, 2026

Cockpit domain controller research: L3 AIDV intelligent cockpit domain controllers are entering a boom period Driven by multiple factors such as the continuous evolution of the automotive central int...

Automotive Acoustic System (Audio, Multi-Channel) Industry Report, 2026

Automotive Acoustics Research: Multiple Channels, AI Tuning, and Self-Developed Algorithms Drive the Transformation of High-End Cockpit Sound Fields I. Automotive Audio Hardware Solutions with 6–9 S...

Autonomous Driving Sensor Chip Research Report, 2026

Research on Autonomous Driving Sensor Chips: Deeply Perceiving the Physical World, Sensor Chips Are Playing A “Leading Role” in Intelligence In 2026, the autonomous driving sensor chip industr...

Passenger Car Corner Module and Wheel‑Side Control System Research Report, 2026

Wheel-side control research: the “last mile” chassis innovation Wheel-side control dismantles the traditional drive, braking, steering, and suspension control of the chassis from a "centralized" styl...

Embodied Artificial Intelligence (& Humanoid Robot) MCU Research Report, 2026

Research on Humanoid Robot MCUs: Evolution from General-Purpose Control to High-Value Dedicated Chip Solutions Integrated with Edge AI Functions MCU (Microcontroller Unit) refers to a compact integra...

Intelligent Vehicle Zone Control Unit (ZCU) Research Report, 2026

ZCU Research: Cross-domain integrated ZCUs are becoming the edge computing nodes of the next-generation zonal architecture Currently, the mainstream zonal architecture is mainly the quasi-central + z...

Automotive Cybersecurity and Data Security Research Report, 2026

Cybersecurity & Data Security Research: Intelligent Connected Vehicles Enter the Era of “Systematic Offense-Defense and AI-Defined Security”. Centering on the panorama of intelligent connect...

Report on Breakthrough Strategies of OEMs and ADAS Tier 1 Suppliers for Overseas Layout of Intelligent Driving, 2026

Regulatory Breakthrough, Local System Establishment, OEMs Competing for NOA Layout: Overall Trends of China’s Intelligent Driving Overseas Layout in 2026 Research on overseas intelligent driving layo...

OEMs and Tier1s’ Intelligent Cockpit Platform (Hardware and Software) Innovation Strategy Research Report, 2026

Intelligent Cockpit Platform Research: multi-dimensional cockpit system architecture reconstruction for multi-agent collaboration and proactive intelligent services The intelligent cockpit software s...

Automotive AIOS Research Report, 2026

Automotive AIOS Research: Mass Production Solutions Are Implemented Mass Production Solutions Are Implemented on A Small Scale. In 2026, AIOS starts small-scale implementation, helping to improve v...

Automotive Telematics Service Provider (TSP) Research Report, 2026

TSP Research: Leading providers collectively turn to AI agents to provide all-scenario active services Telematics Service Providers (TSPs) are the core hub of the telematics industry chain, connectin...

Abstract

Table of Contents

Selected Charts

Related Reports

Related Companies