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How to Choose a Chassis for Embodied Intelligence Robots? A Scenario-Based Selection Guide to Four Mainstream Architectures

· 2026-09-05

移动机器人底盘选择指南:四种主流架构对比及基于场景的决策

如果您正在为移动机器人项目选择底盘,并且已经查阅了大量的底盘文档和制造商的选择指南,您可能会发现有些文档充斥着大量的运动学公式,过于学术化,而另一些则只是通用的产品目录。市场上真正缺乏的是从用户角度出发的实用指南——能够清晰地解释“哪种架构适合我的场景,为什么适合,以及每种技术方案有哪些缺陷”。本文将为您清晰地阐述选择底盘的技巧。

1. 机箱选择始于运行条件

移动机器人底盘并非电机、轮子、电池和其他硬件的简单堆砌——它是整个具身智能系统的运动子系统,该子系统必须具备足够的能力来支撑机器人完成各项任务。底盘选择不当,往好了说,会将整个系统的集成和调试周期延长3-6个月;往坏了说,则可能导致整个系统报废——选型、设计和集成都必须从头再来——浪费时间和资源。因此,在购买机器人底盘之前,我们可以先构建一个边界问题框架,以便快速做出决策:

问题 1:您的具身智能机器人主要在哪种类型的表面上运行?室内?铺装道路?未铺装地形?还是这些地形的混合?

问题 2:您需要多少有效载荷能力?“系统总重量”(包括外壳、传感器、电池和上部结构机构)通常比直观估计高出 20% 至 40%(因为上部结构传感器系统配有配套电源、线束、传感器支架和其他附件)。

问题 3:操作空间有多宽?您是否需要较小的转弯半径或原地转弯?

💡 Selection tip: At the project initiation stage, include the chassis's failure-free operating time, after-sales support model, completeness of the technical agreement, and the supplier's years in business in your evaluation checklist — this avoids the risk of starting over due to supplier reliability or business continuity issues. Many integrators only discover during prototype finalization testing that the chassis's failure-free runtime and the supplier's after-sales capability are insufficient, forcing them to invest extra in mechanical modifications or find a new supplier — driving up both development cost and development time.

2. Four Types of Mobile Robot Chassis: Technical Characteristics and Scenario Matching

Today's modular mobile robot platforms fall into two main categories — wheeled and tracked — subdivided into four mainstream architectures. Below, we break them down one by one across four dimensions: technical principle, typical parameters, applicable scenarios, and selection guidelines.

2.1 Ackermann Steering Chassis — The First Choice for Heavy Loads on Paved Roads

1) Technical principle: a mature steering architecture originating from automotive engineering. The front wheels achieve a geometric difference between the left and right steering angles through a steering trapezoid linkage, ensuring that all wheels roll purely around a single instantaneous center during cornering — significantly reducing tire wear and sideslip. The rear axle is driven by a differential, providing stable straight-line performance and high transmission efficiency.

2) Advantages: few core components (the chassis's core motion components total just three motors — steering, traction, and brake), low failure risk, stable and reliable operation built on mature automotive-grade component standards, low O&M cost, and high payload capacity.


3) Parameter profile:

Payload range: 200–600 kg

Terrain: paved roads (concrete, asphalt, pavers) and unpaved surfaces (dirt roads, fields, agricultural parks)

Turning: has a minimum turning radius; cannot turn in place

Control complexity: ★★☆ (low — mature kinematic model)

Terrain: paved roads (concrete, asphalt, pavers) and unpaved surfaces (dirt roads, fields, agricultural parks)

4) Typical applications:

Campus logistics and distribution — payload 200–600 kg; stable straight-line driving, ideal for long-distance material transport over 1 km+;

Campus smart security patrol — payload 100–300 kg; low center of gravity with excellent high-speed cruising stability;

Campus embodied intelligence compound operations — payload 150–400 kg; long-endurance operation on paved roads with low maintenance cost;

⚠️ Selection note: if a campus scenario contains many narrow aisles or requires frequent end-point U-turns, the Ackermann chassis's minimum turning radius may become a bottleneck. In that case, evaluate the 4WD-4WS solution.

2.2 Omnidirectional 4WD-4WS Chassis (4WS + 4WD) — The All-Round Solution for Tight Spaces and Mixed Terrain

1) Technical principle: four-wheel independent steering plus four-wheel independent drive — every wheel has both steering and power output capability. Four motion modes are supported: Ackermann mode (high-speed cruising), diagonal/crab mode (Crab Steering, −90° to +90° deflection), in-place turning mode (zero-radius rotation), and X-parking mode (long-duration slope parking without draining the motors).

2) Advantages: high control precision of core components, flexible motion modes, stable and reliable operation built on mature automotive-grade component standards, and low O&M cost. Compared with four-wheel differential chassis, 4WD-4WS replaces sliding friction with rolling friction, greatly reducing tire wear during long-term operation on hard surfaces. Ackermann compliant-curve differential compensation can also be applied, so the vehicle neither bounces nor drifts during steering and maintains better positioning accuracy.

3) Parameter profile:

Payload range: 30–250 kg

Terrain: indoor/outdoor surfaces + paved roads + light off-road on unpaved terrain (gravel, grass, gentle slopes)

Turning: zero-radius in-place turning, omnidirectional movement

Control complexity: ★★☆ (low — mature kinematic model)

4) Typical applications:

Indoor-outdoor transitional logistics — payload 50–250 kg; plant-to-yard transition zones, mixed paved and light unpaved surfaces;

Narrow-aisle security patrol — payload 30–60 kg; diagonal mode passes through extremely narrow aisles with omnidirectional maneuvering and no blind spots;

Embodied intelligence / VLA R&D platform — payload 40–250 kg; omnidirectional mobility provides maximum flexibility for algorithm validation;

⚠️ Selection note: if a campus scenario consists mostly of open roads with rare turning or U-turn operations, weigh the cost of 4WD-4WS — because it uses more motors than an Ackermann chassis, later O&M cost may become the bottleneck. In that case, evaluate the Ackermann solution.

2.3 Differential-Drive Wheeled Chassis (Differential Drive) — The Cost-Effective Choice for General Indoor/Outdoor Use

1) Technical principle: steering is achieved through the speed difference between the left and right drive wheels, with passive wheels (casters) providing support. The kinematic model is simple and the control algorithms are extremely mature, making it the most widely deployed chassis architecture for purely indoor mobile robots.

2) Advantages: low application, O&M, and usage costs in indoor scenarios with no obstacle-crossing requirements.

3) Parameter profile:

Payload range: 5–500 kg

Terrain: indoor finished floors (hotels, restaurants, schools, warehouses)

Turning: can rotate in place, but has no lateral translation capability

Control complexity: ★☆☆ (low)

4) Typical applications:

Hotel meal delivery / distribution — payload 10–50 kg; simple structure, significant cost advantage for fleet deployment;

Disinfection robots — payload 20–60 kg; stable operation on indoor finished floors, control precision meets navigation needs;

Teaching and research platforms — payload 5–30 kg; the most complete ROS/ROS2 ecosystem, fastest to get started with;

Warehouse logistics AGVs — payload 100–500 kg; the classic solution for standardized routes and large-scale deployment;

⚠️ Selection note: differential chassis lose noticeable mobility on outdoor roads, unpaved surfaces, or steep slopes. Prolonged in-place turning accelerates tire wear, and the vehicle bounces and drifts during steering, degrading positioning accuracy; meanwhile, diagonal differential steering of the motors causes gear reducer life to drop rapidly. Evaluate ground conditions, application scenarios, and duty cycles comprehensively when selecting.

2.4 Tracked Differential Chassis (Tracked Chassis) — The Only Choice for Special and Complex Terrain

1) Technical principle: rubber or steel tracks replace tires, with differential drive of the left and right tracks providing propulsion and steering. The large ground contact area yields ground contact pressure far below wheeled solutions, delivering mobility on soft, muddy, sandy, and other unstructured terrain that wheeled chassis cannot replace.

2) Advantages: excellent mobility on unpaved roads and in agricultural scenarios, with strong obstacle-crossing and climbing capability.

3) Parameter profile:

Payload range: 10–100 kg

Terrain: sand, mud, snow, rubble, steep slopes (up to 30°+)

Turning: differential steering; in-place turning possible on soft ground

Control complexity: ★★☆

4) Typical applications:

Agricultural plant protection / orchard operations — payload 50–300 kg; strong mobility on soft soil, low ground contact pressure protects soil structure;

Fire reconnaissance and emergency rescue — payload 30–200 kg; traverses composite terrain of rubble, standing water, and ash where wheeled solutions cannot operate;

Military reconnaissance / EOD — payload 20–150 kg ;extreme off-road mobility, obstacle-crossing height 2–3× that of wheeled chassis;

Field exploration and pipeline inspection — payload 50–200 kg; long-distance autonomous travel on unstructured terrain;

💡 Selection tip: tracked chassis consume 30%–50% more energy than wheeled ones, and the track tensioning mechanism and road wheels require regular maintenance. Given the higher operating and maintenance cost, always confirm whether the supplier offers a quick track-replacement design and what the spare-parts supply cycle is.

3. At a Glance: Core Metrics Comparison of the Four Chassis Types

The comparison table below covers the key evaluation dimensions in procurement decisions, for quick side-by-side comparison:

Evaluation Dimension Ackermann 4WD-4WS Differential-Drive Wheeled Tracked
Max Payload 200–600 kg+ 30–250 kg 5–50 kg 10–100 kg
Steering Agility Requires a certain turning radius Zero-radius omnidirectional movement Differential steering Differential steering
Terrain Adaptability 室内/室外和铺砌路面 室内/室外和铺砌路面 室内/室外和铺砌路面 沙地、泥地、雪地、碎石、陡坡(30°以上)
运营维护成本 低的 低的 高的 中等的
典型行业 具身智能复合运营、物流与安保、清洁与移动 具身智能复合运营、物流与安保、清洁与移动 具身智能复合操作、室内送餐和消毒、教育和仓储 具身智能复合作业、农业与消防、军事与勘探

4. 基于场景的决策路径:三步锁定最佳底盘

如果您已经定义了基本操作条件,以下决策树可以快速将选项缩小到一到两个候选方案:

第一步——确定地面类型:

室内地面(瓷砖、环氧树脂地面)→ 轮式解决方案(阿克曼传动/差速器传动/四驱四轮驱动均可)

室内外混合过渡 → 四轮驱动/四轮转向/阿克曼转向(兼顾敏捷性和机动性)

铺装道路(混凝土/沥青/铺路石)→ 轮式解决方案(阿克曼/四驱/四轮转向)

未铺设路面(沙地/泥地/草地/碎石路)→履带式/阿克曼式/四驱四轮驱动(轻度越野)

步骤 2 — 确认有效载荷要求:

≤ 80 kg → (铺装路面)四种类型均可使用;优先选择阿克曼转向或四轮驱动(灵活性最佳,运营维护成本最低)

80–600 公斤 →(铺装路面)阿克曼式/四轮驱动

≥ 600 kg →(铺装路面)阿克曼底盘

100 公斤 → (非铺装路面)履带式底盘

步骤 3 — 评估空间限制:

狭窄的通道/频繁的掉头 → 四驱四轮转向(零半径转弯)

开阔道路/长直线距离 → 阿克曼转向(高速稳定性最佳)

极小空间 + 精准对接 → 4WD-4WS(对角/侧向模式)

复杂环境 + 越野条件 → 履带式底盘(差速器模式)

裕海森专注于模块化移动机器人底盘的研发与制造,提供全系列四轮驱动/四轮转向、阿克曼转向、履带式、差速器式、防爆型和医用底盘(10-600公斤),并配套ROS2/Apollo/具身智能导航解决方案,助力物流、安防、化工和医疗等行业的发展。如需了解更多机器人底盘技术信息或定制解决方案,请联系裕海森技术团队