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市场调查报告书
商品编码
1833555

2032 年路边感测器基础设施市场预测：按组件、感测器类型、部署模式、应用和地区进行的全球分析

Roadside Sensor Infrastructure Market Forecasts to 2032 - Global Analysis By Component (Hardware, Software and Services), Sensor Type, Deployment Mode, Application and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据，全球路边感测器基础设施市场预计在 2025 年达到 46 亿美元，到 2032 年将达到 102 亿美元，预测期内的复合年增长率为 11.8%。

路边感测器基础设施是指安装在道路、高速公路和都市区街道沿线的互联设备和技术网络，用于监测、收集和传输即时交通和环境数据。这些感测器包括摄影机、光达、雷达、感应线圈和超音波设备，可以侦测车速、交通密度、道路状况和行人移动。这些感测器与通讯系统集成，支援智慧型运输系统(ITS)、交通管理、自动驾驶汽车操作和安全应用。这些基础设施可以提高交通效率、减少拥塞、改善道路安全，并促进数据驱动的城市交通规划。

感测器技术的进步

感测器正被部署用于采集交通流量、车辆分类、环境状况和基础设施健康状况的即时数据。与边缘运算、人工智慧分析和V2X通讯的整合正在增强响应能力和决策能力。公共和私营部门对智慧运输和城市安全的投资正在推动其应用。需求涵盖高速公路、城市走廊、收费公路系统和自动驾驶汽车区域。这些动态使感测器创新成为路边感测器基础设施市场的关键驱动力，并推动整体市场成长。

初期实施成本高

光达阵列、热感成像和多感测器融合等先进系统需要大量投资和技术专长。法规遵循和维护通讯协定进一步增加了营运成本。资金筹措核准和采购週期的延迟正在拖慢专案推出的进度。相关人员必须在长期利益和短期财务约束之间取得平衡。儘管对智慧基础设施的需求不断增长，但这些因素仍在限制市场扩张。

都市化与交通拥堵

路边感测器正被用于优化交通流量、消除瓶颈并支援多式联运规划。与智慧城市平台、自动驾驶试点和排放追踪的整合正在扩大其应用范围。应对交通拥堵、提高安全性和增强基础设施韧性的公共措施正在推动其应用。对扩充性、响应迅速且数据驱动的交通管理的需求正在激发创新。这些发展为市场发展创造了有利条件，并加速了路边感测器技术的部署。

环境和天气相关的限制

製造商面临着设计坚固耐用、耐候性强的系统，使其能够在各种条件下保持功能性这项挑战。校准漂移、讯号干扰和物理损坏会增加维护的复杂度。公众信任和业务连续性取决于在不同地区保持一致的表现。标准化和耐久性测试的延迟会延缓恶劣环境下的部署。这些限制带来了技术风险，并限制了全面的市场发展。

COVID-19的影响：

新冠疫情扰乱了路边感测器基础设施市场，导致基础设施计划出现临时延误、交通量减少以及预算重新分配。供应链中断和劳动力短缺影响了感测器的生产、安装和维修。然而，对非接触式监控、数位基础设施和弹性城市系统的日益关注，部分抵消了市场放缓的影响。疫情后的復苏是由扩充性、智慧且增强安全性的路边技术日益增长的需求所推动的。远距离诊断、自动校准和云端基础的分析领域的创新正在加速应用。这些转变正在重塑全球市场的路边感测器格局。

影像感测器市场预计将成为预测期内最大的市场

影像感测器领域预计将在预测期内占据最大的市场份额，这得益于其多功能性、高解析度以及与整体交通执法、监控和车辆侦测系统的整合度。这些感测器被部署在智慧交叉路口、收费站和自动驾驶走廊，以捕捉高保真视觉数据。製造商正在优化感测器设计，以提高其低照度性能、耐候性和即时分析能力。城市安全、执法和基础设施监控应用的需求仍然强劲。监管部门对自动交通控制和数据透明度的支持正在推动其应用。

预计环境监测部门在预测期内将实现最高复合年增长率

受空气品质追踪、噪音污染评估和气候适应能力需求的推动，环境监测领域预计将在预测期内实现最高成长率。感测器正被整合到路边基础设施中，以即时测量颗粒物、二氧化碳浓度、温度和湿度。公共和私营部门在永续旅行、排放和城市健康方面的措施正在加速应用。与智慧城市仪錶板、监管报告工具和预测分析的整合正在提升其效用。对数据主导的环境管治和公共透明度的需求正在推动这一发展势头。

占比最大的地区：

在预测期内，北美预计将占据最大的市场份额，这得益于其先进的交通基础设施、强有力的法规结构以及对智慧运输的大量投资。美国和加拿大在高速公路、城市走廊和自动驾驶汽车区域部署感测器方面处于领先地位。道路安全、排放监测和基础设施现代化的公共倡议正在推动需求。区域製造商和跨国公司正在透过官民合作关係和联邦资助计画扩大部署。监管的明确性和企业的准备度正在支持其应用。

复合年增长率最高的地区：

在预测期内，由于快速的都市化、智慧城市计划的扩张以及政府对智慧交通系统的投资，预计亚太地区将实现最高的复合年增长率。中国、印度、日本和韩国等国家正在扩大交通管理、环境监测和自动驾驶汽车试点中的感测器部署。官民合作关係和行动优先策略正在改善都市区和半都市区的可及性。对经济高效、扩充性且合规的解决方案的需求正在推动创新。区域製造商和全球参与者正在合作本地化并扩展其产品。

免费客製化服务：

此报告的订阅者可以使用以下免费自订选项之一：

  • 公司简介
    • 对最多三家其他市场公司进行全面分析
    • 主要企业的SWOT分析（最多3家公司）
  • 区域细分
    • 根据客户兴趣对主要国家进行的市场估计、预测和复合年增长率（註：基于可行性检查）
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    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 数据分析
    • 数据检验
    • 研究途径
  • 研究材料
    • 主要研究资料
    • 次级研究资讯来源
    • 先决条件

第三章市场走势分析

  • 驱动程式
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 新兴市场
  • COVID-19的影响

第四章 波特五力分析

  • 供应商的议价能力
  • 买方的议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5. 全球路边感测器基础设施市场（按组件）

  • 硬体
    • 感应器
    • 通讯设备
    • 电源单元
  • 软体
    • 资料处理平台
    • 分析工具
    • 云端整合解决方案
  • 服务
    • 安装和部署
    • 维护和支援
    • 咨询和系统集成

6. 全球路边感测器基础设施市场（按感测器类型）

  • 相机
  • 骑士
  • 雷达感测器
  • 红外线感测器
  • 磁感测器
  • 声波感测器
  • 电感线圈感测器
  • 压电感测器

7. 全球路边感测器基础设施市场（依部署模式）

  • 本地部署
  • 云端基础

8. 全球路边感测器基础设施市场（按应用）

  • 流量监控与管理
  • 自动收费系统
  • 停车场管理
  • 移动称重系统
  • 车辆分析与分类
  • 道路状况监测
  • 环境监测
  • 其他应用

9. 全球路边感测器基础设施市场（按地区）

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲地区

第十章：重大进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十一章 公司概况

  • Siemens AG
  • Schneider Electric SE
  • Bosch Mobility Solutions
  • FLIR Systems, Inc.
  • Kapsch TrafficCom AG
  • Iteris, Inc.
  • SWARCO AG
  • Q-Free ASA
  • Sensys Gatso Group AB
  • Indra Sistemas SA
  • Cubic Corporation
  • TomTom NV
  • Huawei Technologies Co., Ltd.
  • Econolite Group, Inc.
  • Teledyne Technologies Incorporated
Product Code: SMRC31388

According to Stratistics MRC, the Global Roadside Sensor Infrastructure Market is accounted for $4.6 billion in 2025 and is expected to reach $10.2 billion by 2032 growing at a CAGR of 11.8% during the forecast period. Roadside Sensor Infrastructure refers to a network of interconnected devices and technologies installed along roads, highways, and urban streets to monitor, collect, and transmit real-time traffic and environmental data. These sensors include cameras, LiDAR, radar, inductive loops, and ultrasonic devices, enabling detection of vehicle speed, traffic density, road conditions, and pedestrian movements. Integrated with communication systems, they support intelligent transportation systems (ITS), traffic management, autonomous vehicle operations, and safety applications. This infrastructure enhances traffic efficiency, reduces congestion, improves road safety, and facilitates data-driven urban mobility planning.

Market Dynamics:

Driver:

Advancements in sensor technologies

Sensors are being deployed to capture real-time data on traffic flow, vehicle classification, environmental conditions, and infrastructure health. Integration with edge computing, AI analytics, and V2X communication is enhancing responsiveness and decision-making. Public and private investments in smart mobility and urban safety are reinforcing adoption. Demand spans across highways, urban corridors, toll systems, and autonomous vehicle zones. These dynamics are positioning sensor innovation as a key driver of the roadside sensor infrastructure market, thereby boosting overall market growth.

Restraint:

High initial deployment costs

Advanced systems such as LiDAR arrays, thermal imaging, and multi-sensor fusion demand significant investment and technical expertise. Regulatory compliance and maintenance protocols further increase operational overhead. Delays in funding approvals and procurement cycles are slowing rollout timelines. Stakeholders must balance long-term benefits with short-term financial constraints. These factors are constraining market expansion despite rising demand for intelligent infrastructure.

Opportunity:

Urbanization and traffic congestion

Roadside sensors are being used to optimize flow, reduce bottlenecks, and support multimodal transport planning. Integration with smart city platforms, autonomous mobility pilots, and emissions tracking is expanding application scope. Public initiatives in congestion pricing, safety enhancement, and infrastructure resilience are reinforcing adoption. Demand for scalable, responsive, and data-driven traffic management is accelerating innovation. These developments are creating favorable conditions for market growth, thereby advancing deployment of roadside sensor technologies.

Threat:

Environmental and weather-related limitations

Manufacturers face challenges in designing robust, weather-resistant systems that maintain functionality under variable conditions. Calibration drift, signal interference, and physical damage are increasing maintenance complexity. Public trust and operational continuity depend on consistent performance across diverse geographies. Delays in standardization and durability testing are slowing deployment in harsh environments. These limitations are introducing technical risk and constraining full-scale market development.

Covid-19 Impact:

The Covid-19 pandemic disrupted the Roadside Sensor Infrastructure market, causing temporary delays in infrastructure projects, reduced traffic volumes, and budget reallocations. Supply chain interruptions and labour shortages affected sensor production, installation, and servicing. However, the increased focus on contactless monitoring, digital infrastructure, and resilient urban systems partially offset the slowdown. Post-pandemic recovery is driven by growing demand for scalable, intelligent, and safety-enhancing roadside technologies. Innovations in remote diagnostics, automated calibration, and cloud-based analytics are accelerating adoption. These shifts are reshaping the roadside sensor landscape across global markets.

The image sensors segment is expected to be the largest during the forecast period

The image sensors segment is expected to account for the largest market share during the forecast period owing to its versatility, resolution capabilities, and integration across traffic enforcement, surveillance, and vehicle detection systems. These sensors are being deployed in smart intersections, toll booths, and autonomous corridors to capture high-fidelity visual data. Manufacturers are optimizing sensor design for low-light performance, weather resistance, and real-time analytics. Demand remains strong across urban safety, law enforcement, and infrastructure monitoring applications. Regulatory support for automated traffic control and data transparency is reinforcing adoption.

The environmental monitoring segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the environmental monitoring segment is predicted to witness the highest growth rate driven by demand for air quality tracking, noise pollution assessment, and climate resilience. Sensors are being integrated into roadside infrastructure to measure particulate matter, CO2 levels, temperature, and humidity in real time. Public and private initiatives in sustainable mobility, emissions reduction, and urban health are accelerating deployment. Integration with smart city dashboards, regulatory reporting tools, and predictive analytics is enhancing utility. Demand for data-driven environmental governance and public transparency is reinforcing momentum.

Region with largest share:

During the forecast period, the North America region is expected to hold the largest market share due to its advanced transport infrastructure, strong regulatory framework, and high investment in smart mobility. The U.S. and Canada are leading in sensor deployment across highways, urban corridors, and autonomous vehicle zones. Public initiatives in traffic safety, emissions monitoring, and infrastructure modernization are reinforcing demand. Regional manufacturers and global players are scaling deployment through public-private partnerships and federal funding programs. Regulatory clarity and enterprise readiness are supporting widespread adoption.

Region with highest CAGR:

Over the forecast period, the Asia Pacific region is anticipated to exhibit the highest CAGR driven by rapid urbanization, expanding smart city projects, and government investment in intelligent transport systems. Countries like China, India, Japan, and South Korea are scaling sensor deployment across traffic management, environmental monitoring, and autonomous mobility pilots. Public-private partnerships and mobile-first strategies are improving access in urban and semi-urban areas. Demand for cost-effective, scalable, and compliance-ready solutions is reinforcing innovation. Regional manufacturers and global players are collaborating to localize and scale offerings.

Key players in the market

Some of the key players in Roadside Sensor Infrastructure Market include Siemens AG, Schneider Electric SE, Bosch Mobility Solutions, FLIR Systems, Inc., Kapsch TrafficCom AG, Iteris, Inc., SWARCO AG, Q-Free ASA, Sensys Gatso Group AB, Indra Sistemas S.A., Cubic Corporation, TomTom N.V., Huawei Technologies Co., Ltd., Econolite Group, Inc. and Teledyne Technologies Incorporated.

Key Developments:

In August 2025, Schneider Electric collaborated with Nozomi Networks to launch the industry's first embedded OT security sensor for smart Remote Terminal Units (RTUs). This integration enhances cybersecurity for field-to-central control system data sharing, providing comprehensive protection for critical infrastructure.

In November 2024, Siemens partnered with Roadscor to support the Vision Zero initiative through advanced traffic engineering. Utilizing Siemens' Simcenter Prescan and HEEDS software, the collaboration focuses on proactive safety analysis to design safer road infrastructures.

Components Covered:

  • Hardware
  • Sensors
  • Communication Devices
  • Power Supply Units
  • Software
  • Data Processing Platforms
  • Analytics Tools
  • Cloud Integration Solutions
  • Services
  • Installation and Deployment
  • Maintenance and Support
  • Consulting and System Integration

Sensor Types Covered:

  • Cameras
  • LiDAR
  • Radar Sensors
  • Infrared Sensors
  • Magnetic Sensors
  • Acoustic Sensors
  • Inductive Loop Sensors
  • Piezoelectric Sensors

Service Types Covered:

  • Sensors
  • Probes and Analyzers
  • Software and Services

Deployment Modes Covered:

  • On-Premises
  • Cloud-Based

Applications Covered:

  • Traffic Monitoring and Management
  • Automated Tolling Systems
  • Parking Management
  • Weigh-in-Motion Systems
  • Vehicle Profiling and Classification
  • Road Condition Monitoring
  • Environmental Monitoring
  • Other Applications

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 Emerging Markets
  • 3.8 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Roadside Sensor Infrastructure Market, By Component

  • 5.1 Introduction
  • 5.2 Hardware
    • 5.2.1 Sensors
    • 5.2.2 Communication Devices
    • 5.2.3 Power Supply Units
  • 5.3 Software
    • 5.3.1 Data Processing Platforms
    • 5.3.2 Analytics Tools
    • 5.3.3 Cloud Integration Solutions
  • 5.4 Services
    • 5.4.1 Installation and Deployment
    • 5.4.2 Maintenance and Support
    • 5.4.3 Consulting and System Integration

6 Global Roadside Sensor Infrastructure Market, By Sensor Type

  • 6.1 Introduction
  • 6.2 Cameras
  • 6.3 LiDAR
  • 6.4 Radar Sensors
  • 6.5 Infrared Sensors
  • 6.6 Magnetic Sensors
  • 6.7 Acoustic Sensors
  • 6.8 Inductive Loop Sensors
  • 6.9 Piezoelectric Sensors

7 Global Roadside Sensor Infrastructure Market, By Deployment Mode

  • 7.1 Introduction
  • 7.2 On-Premises
  • 7.3 Cloud-Based

8 Global Roadside Sensor Infrastructure Market, By Application

  • 8.1 Introduction
  • 8.2 Traffic Monitoring and Management
  • 8.3 Automated Tolling Systems
  • 8.4 Parking Management
  • 8.5 Weigh-in-Motion Systems
  • 8.6 Vehicle Profiling and Classification
  • 8.7 Road Condition Monitoring
  • 8.8 Environmental Monitoring
  • 8.9 Other Applications

9 Global Roadside Sensor Infrastructure Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Siemens AG
  • 11.2 Schneider Electric SE
  • 11.3 Bosch Mobility Solutions
  • 11.4 FLIR Systems, Inc.
  • 11.5 Kapsch TrafficCom AG
  • 11.6 Iteris, Inc.
  • 11.7 SWARCO AG
  • 11.8 Q-Free ASA
  • 11.9 Sensys Gatso Group AB
  • 11.10 Indra Sistemas S.A.
  • 11.11 Cubic Corporation
  • 11.12 TomTom N.V.
  • 11.13 Huawei Technologies Co., Ltd.
  • 11.14 Econolite Group, Inc.
  • 11.15 Teledyne Technologies Incorporated

List of Tables

  • Table 1 Global Roadside Sensor Infrastructure Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Roadside Sensor Infrastructure Market Outlook, By Component (2024-2032) ($MN)
  • Table 3 Global Roadside Sensor Infrastructure Market Outlook, By Hardware (2024-2032) ($MN)
  • Table 4 Global Roadside Sensor Infrastructure Market Outlook, By Sensors (2024-2032) ($MN)
  • Table 5 Global Roadside Sensor Infrastructure Market Outlook, By Communication Devices (2024-2032) ($MN)
  • Table 6 Global Roadside Sensor Infrastructure Market Outlook, By Power Supply Units (2024-2032) ($MN)
  • Table 7 Global Roadside Sensor Infrastructure Market Outlook, By Software (2024-2032) ($MN)
  • Table 8 Global Roadside Sensor Infrastructure Market Outlook, By Data Processing Platforms (2024-2032) ($MN)
  • Table 9 Global Roadside Sensor Infrastructure Market Outlook, By Analytics Tools (2024-2032) ($MN)
  • Table 10 Global Roadside Sensor Infrastructure Market Outlook, By Cloud Integration Solutions (2024-2032) ($MN)
  • Table 11 Global Roadside Sensor Infrastructure Market Outlook, By Services (2024-2032) ($MN)
  • Table 12 Global Roadside Sensor Infrastructure Market Outlook, By Installation and Deployment (2024-2032) ($MN)
  • Table 13 Global Roadside Sensor Infrastructure Market Outlook, By Maintenance and Support (2024-2032) ($MN)
  • Table 14 Global Roadside Sensor Infrastructure Market Outlook, By Consulting and System Integration (2024-2032) ($MN)
  • Table 15 Global Roadside Sensor Infrastructure Market Outlook, By Sensor Type (2024-2032) ($MN)
  • Table 16 Global Roadside Sensor Infrastructure Market Outlook, By Cameras (2024-2032) ($MN)
  • Table 17 Global Roadside Sensor Infrastructure Market Outlook, By LiDAR (2024-2032) ($MN)
  • Table 18 Global Roadside Sensor Infrastructure Market Outlook, By Radar Sensors (2024-2032) ($MN)
  • Table 19 Global Roadside Sensor Infrastructure Market Outlook, By Infrared Sensors (2024-2032) ($MN)
  • Table 20 Global Roadside Sensor Infrastructure Market Outlook, By Magnetic Sensors (2024-2032) ($MN)
  • Table 21 Global Roadside Sensor Infrastructure Market Outlook, By Acoustic Sensors (2024-2032) ($MN)
  • Table 22 Global Roadside Sensor Infrastructure Market Outlook, By Inductive Loop Sensors (2024-2032) ($MN)
  • Table 23 Global Roadside Sensor Infrastructure Market Outlook, By Piezoelectric Sensors (2024-2032) ($MN)
  • Table 24 Global Roadside Sensor Infrastructure Market Outlook, By Deployment Mode (2024-2032) ($MN)
  • Table 25 Global Roadside Sensor Infrastructure Market Outlook, By On-Premises (2024-2032) ($MN)
  • Table 26 Global Roadside Sensor Infrastructure Market Outlook, By Cloud-Based (2024-2032) ($MN)
  • Table 27 Global Roadside Sensor Infrastructure Market Outlook, By Application (2024-2032) ($MN)
  • Table 28 Global Roadside Sensor Infrastructure Market Outlook, By Traffic Monitoring and Management (2024-2032) ($MN)
  • Table 29 Global Roadside Sensor Infrastructure Market Outlook, By Automated Tolling Systems (2024-2032) ($MN)
  • Table 30 Global Roadside Sensor Infrastructure Market Outlook, By Parking Management (2024-2032) ($MN)
  • Table 31 Global Roadside Sensor Infrastructure Market Outlook, By Weigh-in-Motion Systems (2024-2032) ($MN)
  • Table 32 Global Roadside Sensor Infrastructure Market Outlook, By Vehicle Profiling and Classification (2024-2032) ($MN)
  • Table 33 Global Roadside Sensor Infrastructure Market Outlook, By Road Condition Monitoring (2024-2032) ($MN)
  • Table 34 Global Roadside Sensor Infrastructure Market Outlook, By Environmental Monitoring (2024-2032) ($MN)
  • Table 35 Global Roadside Sensor Infrastructure Market Outlook, By Other Applications (2024-2032) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.