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智慧交通系统市场 - 全球和区域分析：按应用、产品和国家 - 分析和预测（2024-2033 年）
市场调查报告书
商品编码
1658643

智慧交通系统市场 - 全球和区域分析：按应用、产品和国家 - 分析和预测（2024-2033 年）

Intelligent Transportation Systems Market - A Global and Regional Analysis, 2024-2033: Focus on Application, Product, and Country-Wise Analysis
出版日期: | 出版商: BIS Research | 英文 229 Pages | 商品交期: 1-5个工作天内

价格

智慧交通系统 (ITS) 市场正在经历显着成长，这得益于智慧运输、都市化和提高交通效率的管理方案的进步。

截至 2024 年的市场规模估计约为 306.4 亿美元，预计到 2033 年将达到 609.2 亿美元，在现实成长情境下复合年增长率为 7.94%。市场根据交通管理、道路安全、公共交通运营和货运物流等主要应用进行细分，其中交通管理处于领先地位。北美在 ITS 市场占据主导地位，政府对智慧城市基础设施和自动驾驶汽车计画的投资为市场做出了重大贡献。人工智慧主导的交通管理、物联网连接和 5G 解决方案等技术进步正在进一步加速 ITS 在城市交通网路中的应用。

主要市场统计数据
预测期 2024-2033
2024 年评估 306.4亿美元
2033 年预测 609.2亿美元
复合年增长率 7.94％

在对高效、安全和永续的行动解决方案日益增长的需求的推动下，智慧交通系统 (ITS) 市场正在快速发展。 ITS 整合人工智慧、物联网、巨量资料分析和 5G 连接等先进技术，以优化交通流量、增强道路安全并提高公共交通效率。政府和私人公司正在大力投资智慧城市计画、车联网解决方案和自动驾驶交通，以解决日益严重的都市区拥塞和环境问题。 ITS 的主要应用包括交通管理、道路安全执法、公共交通优化和货运物流。随着世界交通网络日益互联互通，ITS 将透过实现即时监控、预测分析和无缝多式联运整合，继续在塑造未来交通运输方面发挥关键作用。

智慧型运输系统(ITS) 市场已从传统的交通管理解决方案发展成为整合人工智慧、物联网和即时资料分析等先进技术的先进生态系统。最初，ITS 专注于定时交通灯和监视录影机等基本交通控制机制，主要目的是减少交通拥堵并提高道路安全。随着时间的推移，市场已经转变为由预测分析、车对一切 (V2X)通讯和自动移动解决方案驱动的动态互联基础设施网路。如今，ITS在创建智慧城市、实现无缝多式联运、优化物流业务和增强环境永续性发挥关键作用。政府和企业正在增加对 ITS 的投资，以改善城市交通、减少排放并增强通勤体验，这表明从被动的交通管理转向主动的、资料主导的交通解决方案。

智慧交通系统 (ITS) 市场正在推动交通运输的效率、安全性和永续性，并对各个产业产生变革性的影响。在汽车领域，ITS 正在促进自动驾驶和联网汽车的普及，透过车对车 (V2X)通讯改善交通流量并减少事故。物流和货运行业受益于即时车辆管理、优化运输路线和最小化燃料消耗。公共交通组织正在整合即时乘客资讯和自动票务等 ITS 解决方案，以提高使用者体验和营运效率。此外，由于 ITS 实现了智慧交通控制、缓解交通拥堵和推广绿色交通政策，环境部门的排放也将减少。世界各国政府和市政当局都在增加对智慧城市计画的投资，部署 ITS 以减少交通拥堵、缩短紧急应变时间并确保永续的城市交通。预计到 2033 年，ITS 的市场价值将达到 609.2 亿美元，它正在透过促进资料主导的决策、提高自动化程度和推广永续解决方案来重塑产业。

本报告研究了全球智慧交通系统市场，并提供了市场概况、应用、产品和国家的趋势以及参与市场的公司概况。

目录

执行摘要

第一章 市场

  • 智慧交通系统市场：现在与未来
  • 供应链概览
  • 专利分析
  • 监管状态
  • 商用车车队管理解决方案市场简介
  • 案例研究
  • 全球重大事件影响分析
  • 市场动态概览

第二章 应用

  • 应用程式细分
  • 应用概述
  • 智慧交通系统市场（按应用）
  • 智慧交通系统市场（按最终用户划分）

第三章 产品

  • 产品细分
  • 产品概述
  • 智慧交通系统市场（依产品类型）
  • 智慧交通系统市场（依部署模式）
  • 智慧交通系统市场（按组件类型）

第四章 区域

  • 区域概况
  • 北美洲
  • 欧洲
  • 亚太地区
  • 其他地区

第五章 市场竞争基准化分析与公司概况

  • 未来展望
  • 地理评估
    • Siemens
    • IBM
    • Kapsch TrafficCom AG
    • Cisco Systems, Inc.
    • Cubic Corporation
    • TomTom International BV
    • TransCore
    • Q-Free
    • Iteris, Inc.
    • EFKON GmbH
    • PTV Planung Transport Verkehr GmbH
    • SWARCO
    • Teledyne FLIR LLC
    • ECONOLITE
    • Sensys Networks, Inc.
    • 其他的

第六章调查方法

Product Code: AMA0442SC

Intelligent Transportation Systems Market Overview

The intelligent transportation systems (ITS) market has been experiencing significant growth, driven by advancements in smart mobility, urbanization, and regulatory initiatives to enhance transportation efficiency. As of 2024, the market has been valued at approximately $30.64 billion, with projections reaching $60.92 billion by 2033, reflecting a CAGR of 7.94% in a realistic growth scenario. The market is segmented across key applications such as traffic management, road safety, public transport operations, and freight logistics, with traffic management leading the segment. North America dominates the ITS market, contributing significantly to the market due to government investments in smart city infrastructure and autonomous vehicle initiatives. Technological advancements, including AI-driven traffic management, IoT connectivity, and 5G-enabled solutions, are further accelerating the adoption of ITS across urban mobility networks.

Introduction of Intelligent Transportation Systems Market

KEY MARKET STATISTICS
Forecast Period2024 - 2033
2024 Evaluation$30.64 Billion
2033 Forecast$60.92 Billion
CAGR7.94%

The study conducted by BIS Research highlights the intelligent transportation systems (ITS) market is evolving rapidly, driven by the increasing need for efficient, safe, and sustainable mobility solutions. ITS integrates advanced technologies such as artificial intelligence, IoT, big data analytics, and 5G connectivity to optimize traffic flow, enhance road safety, and improve public transportation efficiency. Governments and private sector players are investing heavily in smart city initiatives, connected vehicle solutions, and autonomous transportation to address rising urban congestion and environmental concerns. Key applications of ITS include traffic management, road safety enforcement, public transit optimization, and freight logistics. As global transportation networks become more interconnected, ITS continues to play a pivotal role in shaping the future of mobility by enabling real-time monitoring, predictive analytics, and seamless multimodal transport integration.

Market Introduction

The intelligent transportation systems (ITS) market has evolved significantly from traditional traffic management solutions to a sophisticated ecosystem integrating advanced technologies such as AI, IoT, and real-time data analytics. Initially, ITS focused on basic traffic control mechanisms, such as timed signals and surveillance cameras, aimed primarily at reducing congestion and improving road safety. Over time, the market has transformed into a dynamic network of connected infrastructure, leveraging predictive analytics, vehicle-to-everything (V2X) communication, and autonomous mobility solutions. Today, ITS plays a crucial role in shaping smart cities, enabling seamless multimodal transportation, optimizing logistics operations, and enhancing environmental sustainability. Governments and enterprises are increasingly investing in ITS to improve urban mobility, reduce emissions, and enhance the commuter experience, marking a shift from reactive traffic management to proactive, data-driven transportation solutions.

Industrial Impact

The intelligent transportation systems (ITS) market is set to have a transformative impact across multiple industries, improving mobility efficiency, safety, and sustainability. In the automotive sector, ITS is driving the adoption of autonomous and connected vehicles, enhancing traffic flow and reducing accidents through vehicle-to-everything (V2X) communication. The logistics and freight industry is benefiting from real-time fleet management, optimizing delivery routes, and minimizing fuel consumption. Public transportation systems are integrating ITS solutions such as real-time passenger information and automated ticketing, improving user experience and operational efficiency. Additionally, the environmental sector sees a reduction in emissions as ITS enables intelligent traffic control, congestion mitigation, and the promotion of green transportation policies. Governments and municipalities worldwide are increasingly investing in smart city initiatives, deploying ITS to reduce congestion, improve emergency response times, and ensure sustainable urban mobility. With a projected market value of $60.92 billion by 2033, ITS is reshaping industries by fostering data-driven decision-making, enhancing automation, and promoting sustainable mobility solutions.

Market Segmentation:

Segmentation 1: by Application

  • Traffic Management
    • Traffic Congestion and Incident Management
    • Parking Management
  • Road Safety and Surveillance
    • Red Light and Speed Enforcement
    • Traffic Violation Detection
    • Emergency Vehicle Notification Systems
  • Public Transport Operations
    • Real-Time Passenger Information
    • Bus Rapid Transit (BRT) Systems
  • Freight and Commercial Management
    • Fleet and Freight Management
    • Cargo Monitoring and Security
  • Environmental Protection and Emissions Control
  • Toll Management
  • Others

Traffic Management Segment to Dominate the Intelligent Transportation Systems Market (by Application)

Traffic management is the dominant application segment due to its critical role in optimizing urban mobility, reducing congestion, and enhancing road safety. Governments and regulatory bodies have been actively investing in real-time traffic monitoring, adaptive signal control, and congestion management solutions.

Segmentation 2: by End User

  • Government and Public Sector
  • Commercial Fleet and Freight Operators
  • Toll and Parking Infrastructure Management
  • Others

Government and Public Sector to Dominate the Intelligent Transportation Systems Market (by End User)

The government and public sector are the largest adopters of ITS solutions, driven by smart city initiatives, infrastructure modernization, and road safety improvement programs. Governments worldwide are implementing ITS for efficient public transit, emergency response, and urban congestion management.

Segmentation 3: by Product Type

  • Advanced Traffic Management Systems (ATMS)
  • Advanced Public Transportation Systems (APTS)
  • Advanced Traveler Information Systems (ATIS)
  • Commercial Vehicle Operation (CVO) Systems
  • Cooperative Vehicle Systems (CVS)
  • Advanced Transportation Pricing System (ATPS)
  • Others

Advanced Traffic Management System (ATMS) to Dominate the Intelligent Transportation Systems Market (by Product Type)

ATMS leads the market as it plays a crucial role in real-time traffic monitoring, incident detection, and adaptive signal control. The demand is driven by increasing urbanization, stringent traffic management regulations, and the integration of IoT and AI-based analytics in smart city projects.

Segmentation 4: by Deployment Model

  • On-Premise
  • Cloud-Based
  • Hybrid Deployment

On-Premise to Dominate the Intelligent Transportation Systems Market (by Deployment Model)

On-premise ITS solutions dominate due to their secure data processing, real-time monitoring, and minimal latency. The preference for on-premise deployments is attributed to government regulations on data security and the need for immediate accessibility in emergency and traffic control operations.

Segmentation 5: by Component Type

  • Hardware
    • Sensors (Radar, LiDAR, Ultrasonic, Infrared, Cameras)
    • Interface Boards and Communication Devices
    • Roadside Units (RSUs)
    • Others
  • Software
    • Traffic Management Software
    • Real-Time Monitoring and Incident Detection
    • Compliance and Regulatory Management
    • Others
  • Services

Hardware to Dominate the Intelligent Transportation Systems Market (by Component)

The hardware segment leads the ITS market, mainly due to the increasing demand for sensors, cameras, roadside units (RSUs), and communication devices. These components are crucial for real-time data collection, traffic analysis, and enforcement of transportation regulations.

Segmentation 6: by Region

  • North America (U.S., Canada, Mexico)
  • Europe (Germany, France, U.K., Italy, Spain, Rest-of-Europe)
  • Asia-Pacific (China, Japan, India, Australia, South Korea, Rest-of-Asia-Pacific)
  • Rest-of-the-World (RoW) (Latin America, Middle East and Africa)

North America to Dominate the Intelligent Transportation Systems Market (by Region)

The North America region leads the intelligent transportation systems (ITS) market, driven by advanced infrastructure, high vehicle connectivity, and strong government support for smart city initiatives. The region accounted for a significant share of the market in 2024 and is expected to maintain its dominance through 2033, supported by technological innovations in AI-powered traffic management, autonomous vehicle integration, and real-time data analytics. The U.S. plays a pivotal role in market growth, with substantial investments from the U.S. Department of Transportation (USDOT) and state-level initiatives to improve road safety, reduce congestion, and enhance mobility efficiency. Additionally, the increasing deployment of vehicle-to-everything (V2X) communication systems, 5G infrastructure, and IoT-enabled traffic solutions has accelerated the adoption of ITS across urban and suburban areas. In Canada and Mexico, growing investments in public transportation automation, smart toll systems, and environmental sustainability projects are further strengthening the ITS landscape. The region's commitment to sustainability has also led to the development of eco-friendly ITS solutions, such as intelligent traffic signals to reduce emissions and congestion pricing strategies. With continuous advancements in ITS technology and regulatory frameworks, North America is expected to reach a market valuation of approximately $20.71 billion by 2033, maintaining its position as the global leader in intelligent transportation systems.

Recent Developments in the Intelligent Transportation Systems Market

  • In July 2024, Siemens Mobility secured a $221 million contract with Berliner Verkehrsbetriebe (BVG) to implement a Communications-Based Train Control (CBTC) system on Berlin's U5 and U8 metro lines. The system will enable semi-automated train operations, increasing capacity by 30% and reducing train intervals to under 100 seconds.
  • In May 2024, Motive expanded its AI-powered Integrated Operations Platform to Mexico, introducing advanced cargo security solutions. The Motive Security Suite includes engine immobilizers, AI Omnicam, door sensors, and panic buttons, improving theft prevention for freight operators.
  • In August 2024, The Greater Portland Transit District (GPTD) in Maine partnered with Equans and Optibus to launch a real-time intelligent transportation system. The system integrates NAVINEO CAD/AVL and Optibus planning software, enabling real-time bus tracking, route optimization, and ridership analytics.
  • In September 2024, NHAI introduced a GIS-based traffic monitoring software for 100 toll plazas developed by the Indian Highways Management Company (IHMCL). The platform provides real-time updates on queue lengths, waiting times, and vehicle speeds, helping reduce congestion and optimize toll operations.

Demand - Drivers, Limitations, and Opportunities

Market Demand Drivers: Evolving Multimodal Transportation and Mobility-as-a-Service (MaaS)

The growing demand for seamless and integrated transportation experiences is driving the adoption of multimodal transportation and mobility-as-a-service (MaaS) solutions within the intelligent transportation systems (ITS) market. As urbanization and population density increase, cities are looking for sustainable ways to manage traffic congestion, reduce emissions, and enhance commuter convenience. Multimodal transportation, which combines various transportation modes such as public transit, ride-sharing, bicycles, and e-scooters, is pivotal to improving urban mobility. MaaS, on the other hand, utilizes digital platforms to offer users easy access to these combined modes through a single, cohesive service, thereby enhancing efficiency and encouraging users to shift from private vehicles to shared, eco-friendly options.

Different companies in the market are actively investing in MaaS and multimodal transportation innovations. For instance, in July 2023, Hitachi Rail launched the 360Pass app in Genoa, marking a significant milestone in digital public transportation. This world-first, multi-modal app connects Genoa's entire public transport infrastructure, allowing over 600,000 residents and 3.5 million annual visitors to seamlessly plan, book, and pay for various transportation options in one place. The app covers a wide range of services, including buses, metro, funiculars, electric car rentals, and e-mopeds, making public transit more accessible and efficient.

Market Challenges: High Initial Infrastructure and Deployment Costs

High initial infrastructure and deployment costs represent a significant barrier within the intelligent transportation systems (ITS) market. Implementing ITS solutions demands substantial investment in technologies such as sensors, data centers, communication networks, and control systems. These infrastructure requirements drive up initial expenses, making it challenging for cities and transportation authorities, especially in emerging markets, to adopt ITS on a large scale. Additionally, the need for ongoing maintenance and upgrades adds to the long-term financial commitment, potentially slowing down adoption rates and creating hurdles for industry growth.

Market Opportunities: Investments in Smart Cities Initiatives

The increase in smart city investments presents a considerable opportunity for the intelligent transportation systems (ITS) market. Urbanization is increasing, and governments worldwide are channeling resources into developing smart, interconnected city infrastructures to manage the pressures of population growth, traffic congestion, and environmental sustainability. ITS solutions are integral to these initiatives, offering capabilities such as real-time data analytics, predictive traffic management, and enhanced public transportation efficiency. As smart city projects prioritize seamless mobility and reduced environmental impact, the demand for intelligent transportation systems is expected to grow significantly.

Companies in the sector reflect a strategic alignment with this opportunity. For instance, in July 2024, Siemens Mobility secured a contract with Berliner Verkehrsbetriebe (BVG) to implement a communications-based train control (CBTC) system on Berlin's U5 and U8 metro lines.

How can this report add value to an organization?

This report adds value to an organization by providing comprehensive insights into the global intelligent transportation systems (ITS) market, enabling data-driven decision-making and strategic planning. It highlights emerging trends, technological advancements, and competitive dynamics, helping organizations identify growth opportunities and align their offerings with industry demands. The report's detailed segmentation and regional analysis support targeted market expansion strategies, while its coverage of regulatory frameworks, sustainability initiatives, and cybersecurity measures ensures compliance with evolving transportation and smart city standards. By leveraging this report, organizations can enhance operational efficiency, optimize investments in ITS infrastructure, and gain a competitive edge in the rapidly evolving intelligent mobility ecosystem, ensuring long-term sustainability and innovation.

Research Methodology

Factors for Data Prediction and Modelling

  • The base currency considered for the market analysis is US$. Currencies other than the US$ have been converted to the US$ for all statistical calculations, considering the average conversion rate for that particular year.
  • The currency conversion rate was taken from the historical exchange rate on the Oanda website.
  • Nearly all the recent developments from January 2021 to November 2024 have been considered in this research study.
  • The information rendered in the report is a result of in-depth primary interviews, surveys, and secondary analysis.
  • Where relevant information was not available, proxy indicators and extrapolation were employed.
  • Any economic downturn in the future has not been taken into consideration for the market estimation and forecast.
  • Technologies currently used are expected to persist through the forecast with no major technological breakthroughs.

Market Estimation and Forecast

This research study involves the usage of extensive secondary sources, such as certified publications, articles from recognized authors, white papers, annual reports of companies, directories, and major databases to collect useful and effective information for an extensive, technical, market-oriented, and commercial study of the intelligent transportation systems market.

The market engineering process involves the calculation of the market statistics, market size estimation, market forecast, market crackdown, and data triangulation (the methodology for such quantitative data processes is explained in further sections). The primary research study has been undertaken to gather information and validate the market numbers for segmentation types and industry trends of the key players in the market.

Primary Research

The primary sources involve industry experts from the intelligent transportation systems market and various stakeholders in the ecosystem. Respondents such as CEOs, vice presidents, marketing directors, and technology and innovation directors have been interviewed to obtain and verify both qualitative and quantitative aspects of this research study.

The key data points taken from primary sources include:

  • validation and triangulation of all the numbers and graphs
  • validation of reports segmentation and key qualitative findings
  • understanding the competitive landscape
  • validation of the numbers of various markets for market type
  • percentage split of individual markets for geographical analysis

Secondary Research

This research study involves the usage of extensive secondary research, directories, company websites, and annual reports. It also makes use of databases, such as Hoovers, Bloomberg, Businessweek, and Factiva, to collect useful and effective information for an extensive, technical, market-oriented, and commercial study of the global market. In addition to the data sources, the study has been undertaken with the help of other data sources and websites, such as the Census Bureau, OICA, and ACEA.

Secondary research was done to obtain crucial information about the industry's value chain, revenue models, the market's monetary chain, the total pool of key players, and the current and potential use cases and applications.

The key data points taken from secondary research include:

  • segmentations and percentage shares
  • data for market value
  • key industry trends of the top players of the market
  • qualitative insights into various aspects of the market, key trends, and emerging areas of innovation
  • quantitative data for mathematical and statistical calculations

Key Market Players and Competition Synopsis

The companies that are profiled in the intelligent transportation systems market have been selected based on inputs gathered from primary experts who have analyzed company coverage, product portfolio, and market penetration.

Some of the prominent names in this market are:

  • Siemens AG
  • Cisco Systems, Inc.
  • IBM
  • Kapsch TrafficCom AG
  • TomTom International BV
  • TransCore
  • Q-Free
  • Iteris, Inc.
  • EFKON GmbH
  • PTV Planung Transport Verkehr GmbH
  • SWARCO
  • Teledyne FLIR LLC
  • ECONOLITE
  • Sensys Networks, Inc.

Companies not part of the aforementioned pool have been well represented across different sections of the report (wherever applicable).

Table of Contents

Executive Summary

Scope and Definition

1 Markets

  • 1.1 Intelligent Transportation Systems Market: Current and Future
    • 1.1.1 Role of Artificial Intelligence and Machine Learning in ITS
    • 1.1.2 Integration of IoT and Smart City Infrastructure
    • 1.1.3 Big Data Analytics and Predictive Modeling in Traffic Management
    • 1.1.4 Blockchain for Data Security and Transparency
    • 1.1.5 5G and Edge Computing for Real-Time Data Processing
    • 1.1.6 Sustainability Trends: ITS for Reducing Emissions and Energy Use
  • 1.2 Supply Chain Overview
    • 1.2.1 Value Chain Analysis
    • 1.2.2 Pricing Trends in Key ITS Components
  • 1.3 Patent Analysis
    • 1.3.1 Patent Filing Trend (by Country)
    • 1.3.2 Patent Filing Trend (by Company)
  • 1.4 Regulatory Landscape
    • 1.4.1 Regional and Global ITS Regulations
    • 1.4.2 Data Privacy and Security Regulations Impact on ITS
    • 1.4.3 Vehicle-to-Everything (V2X) Regulatory Frameworks
    • 1.4.4 Environmental Policies and their Role in Promoting Green ITS
  • 1.5 Commercial Vehicle Fleet Management Solutions Market Snapshot
  • 1.6 Case Study
    • 1.6.1 Smart City ITS Implementations
    • 1.6.2 Emergency and Disaster Response Applications
    • 1.6.3 Freight and Logistics Optimization
  • 1.7 Impact Analysis for Key Global Events
    • 1.7.1 Covid-19 Impact
    • 1.7.2 Russia-Ukraine War
  • 1.8 Market Dynamics Overview
    • 1.8.1 Market Drivers
      • 1.8.1.1 Evolving Multimodal Transportation and Mobility-as-a-Service (MaaS)
      • 1.8.1.2 Growing Need for Freight and Logistics Optimization
    • 1.8.2 Market Restraints
      • 1.8.2.1 High Initial Infrastructure and Deployment Costs
      • 1.8.2.2 Technical Challenges with Integrating Legacy Systems
    • 1.8.3 Market Opportunities
      • 1.8.3.1 Rising Investments in Smart Cities Initiatives
      • 1.8.3.2 Growing Adoption of Autonomous and Connected Vehicles

2 Application

  • 2.1 Application Segmentation
  • 2.2 Application Summary
  • 2.3 Intelligent Transportation Systems Market (by Application)
    • 2.3.1 Traffic Management
      • 2.3.1.1 Traffic Congestion and Incident Management
      • 2.3.1.2 Parking Management
    • 2.3.2 Road Safety and Surveillance
      • 2.3.2.1 Red Light and Speed Enforcement
      • 2.3.2.2 Traffic Violation Detection
      • 2.3.2.3 Emergency Vehicle Notification Systems
    • 2.3.3 Public Transport Operations
      • 2.3.3.1 Real-Time Passenger Information
      • 2.3.3.2 Bus Rapid Transit (BRT) Systems
    • 2.3.4 Freight and Commercial Management
      • 2.3.4.1 Fleet and Freight Management
      • 2.3.4.2 Cargo Monitoring and Security
    • 2.3.5 Environmental Protection and Emissions Control
    • 2.3.6 Toll Management
    • 2.3.7 Others
  • 2.4 Intelligent Transportation Systems Market (by End-Users)
    • 2.4.1 Government and Public Sector
    • 2.4.2 Commercial Fleet and Freight Operators
    • 2.4.3 Toll and Parking Infrastructure Management
    • 2.4.4 Others

3 Products

  • 3.1 Product Segmentation
  • 3.2 Product Summary
  • 3.3 Intelligent Transportation Systems Market (by Product Type)
    • 3.3.1 Advanced Traffic Management Systems (ATMS)
    • 3.3.2 Advanced Public Transportation Systems (APTS)
    • 3.3.3 Advanced Traveler Information Systems (ATIS)
    • 3.3.4 Commercial Vehicle Operation (CVO) Systems
    • 3.3.5 Cooperative Vehicle Systems (CVS)
    • 3.3.6 Advanced Transportation Pricing System (ATPS)
    • 3.3.7 Others
  • 3.4 Intelligent Transportation Systems Market (by Deployment Model)
    • 3.4.1 Cloud-Based
    • 3.4.2 On-Premise
    • 3.4.3 Hybrid Deployment
  • 3.5 Intelligent Transportation Systems Market (by Component Type)
    • 3.5.1 Hardware
      • 3.5.1.1 Sensors (Radar, LiDAR, Ultrasonic, Infrared, Cameras)
      • 3.5.1.2 Interface Boards and Communication Devices
      • 3.5.1.3 Roadside Units (RSUs)
      • 3.5.1.4 Others
    • 3.5.2 Software
      • 3.5.2.1 Traffic Management Software
      • 3.5.2.2 Real-Time Monitoring and Incident Detection
      • 3.5.2.3 Compliance and Regulatory Management
      • 3.5.2.4 Others
    • 3.5.3 Services

4 Regions

  • 4.1 Regional Summary
  • 4.2 North America
    • 4.2.1 Regional Overview
    • 4.2.2 Key Market Participants in North America
    • 4.2.3 Driving Factors for Market Growth
    • 4.2.4 Factors Challenging the Market
    • 4.2.5 Application
    • 4.2.6 Product
    • 4.2.7 North America (by Country)
      • 4.2.7.1 U.S.
        • 4.2.7.1.1 Application
        • 4.2.7.1.2 Product
      • 4.2.7.2 Canada
        • 4.2.7.2.1 Application
        • 4.2.7.2.2 Product
      • 4.2.7.3 Mexico
        • 4.2.7.3.1 Application
        • 4.2.7.3.2 Product
  • 4.3 Europe
    • 4.3.1 Regional Overview
    • 4.3.2 Key Market Participants in Europe
    • 4.3.3 Driving Factors for Market Growth
    • 4.3.4 Factors Challenging the Market
    • 4.3.5 Application
    • 4.3.6 Product
    • 4.3.7 Europe (by Country)
      • 4.3.7.1 Germany
        • 4.3.7.1.1 Application
        • 4.3.7.1.2 Product
      • 4.3.7.2 France
        • 4.3.7.2.1 Application
        • 4.3.7.2.2 Product
      • 4.3.7.3 U.K.
        • 4.3.7.3.1 Application
        • 4.3.7.3.2 Product
      • 4.3.7.4 Italy
        • 4.3.7.4.1 Application
        • 4.3.7.4.2 Product
      • 4.3.7.5 Spain
        • 4.3.7.5.1 Application
        • 4.3.7.5.2 Product
      • 4.3.7.6 Rest-of-Europe
        • 4.3.7.6.1 Application
        • 4.3.7.6.2 Product
  • 4.4 Asia-Pacific
    • 4.4.1 Regional Overview
      • 4.4.1.1 Key Market Participants in Asia-Pacific
      • 4.4.1.2 Driving Factors for Market Growth
      • 4.4.1.3 Factors Challenging the Market
    • 4.4.2 Application
    • 4.4.3 Product
      • 4.4.3.1 China
        • 4.4.3.1.1 Application
        • 4.4.3.1.2 Product
      • 4.4.3.2 Japan
        • 4.4.3.2.1 Application
        • 4.4.3.2.2 Product
      • 4.4.3.3 India
        • 4.4.3.3.1 Application
        • 4.4.3.3.2 Product
      • 4.4.3.4 Australia
        • 4.4.3.4.1 Application
        • 4.4.3.4.2 Product
      • 4.4.3.5 South Korea
        • 4.4.3.5.1 Application
        • 4.4.3.5.2 Product
      • 4.4.3.6 Rest-of-Asia-Pacific
        • 4.4.3.6.1 Application
        • 4.4.3.6.2 Product
  • 4.5 Rest-of-the-World
    • 4.5.1 Regional Overview
    • 4.5.2 Key Market Participants in Rest-of-the-World
    • 4.5.3 Business Drivers
    • 4.5.4 Business Challenges
    • 4.5.5 Application
    • 4.5.6 Product
    • 4.5.7 Rest-of-the-World (by Country)
      • 4.5.7.1 Latin America
        • 4.5.7.1.1 Application
        • 4.5.7.1.2 Product
      • 4.5.7.2 Middle East and Africa
        • 4.5.7.2.1 Application
        • 4.5.7.2.2 Product

5 Markets - Competitive Benchmarking & Company Profiles

  • 5.1 Next Frontiers
  • 5.2 Geographic Assessment
    • 5.2.1 Siemens
      • 5.2.1.1 Overview
      • 5.2.1.2 Top Products/Product Portfolio
      • 5.2.1.3 Top Competitors
      • 5.2.1.4 Target Customers
      • 5.2.1.5 Key Personnel
      • 5.2.1.6 Analyst View
      • 5.2.1.7 Market Share, 2023
    • 5.2.2 IBM
      • 5.2.2.1 Overview
      • 5.2.2.2 Top Products/Product Portfolio
      • 5.2.2.3 Top Competitors
      • 5.2.2.4 Target Customers
      • 5.2.2.5 Key Personnel
      • 5.2.2.6 Analyst View
      • 5.2.2.7 Market Share, 2023
    • 5.2.3 Kapsch TrafficCom AG
      • 5.2.3.1 Overview
      • 5.2.3.2 Top Products/Product Portfolio
      • 5.2.3.3 Top Competitors
      • 5.2.3.4 Target Customers
      • 5.2.3.5 Key Personnel
      • 5.2.3.6 Analyst View
      • 5.2.3.7 Market Share, 2023
    • 5.2.4 Cisco Systems, Inc.
      • 5.2.4.1 Overview
      • 5.2.4.2 Top Products/Product Portfolio
      • 5.2.4.3 Top Competitors
      • 5.2.4.4 Target Customers
      • 5.2.4.5 Key Personnel
      • 5.2.4.6 Analyst View
      • 5.2.4.7 Market Share, 2023
    • 5.2.5 Cubic Corporation
      • 5.2.5.1 Overview
      • 5.2.5.2 Top Products/Product Portfolio
      • 5.2.5.3 Top Competitors
      • 5.2.5.4 Target Customers
      • 5.2.5.5 Key Personnel
      • 5.2.5.6 Analyst View
      • 5.2.5.7 Market Share, 2023
    • 5.2.6 TomTom International BV
      • 5.2.6.1 Overview
      • 5.2.6.2 Top Products/Product Portfolio
      • 5.2.6.3 Top Competitors
      • 5.2.6.4 Target Customers
      • 5.2.6.5 Key Personnel
      • 5.2.6.6 Analyst View
      • 5.2.6.7 Market Share, 2023
    • 5.2.7 TransCore
      • 5.2.7.1 Overview
      • 5.2.7.2 Top Products/Product Portfolio
      • 5.2.7.3 Top Competitors
      • 5.2.7.4 Target Customers
      • 5.2.7.5 Key Personnel
      • 5.2.7.6 Analyst View
      • 5.2.7.7 Market Share, 2023
    • 5.2.8 Q-Free
      • 5.2.8.1 Overview
      • 5.2.8.2 Top Products/Product Portfolio
      • 5.2.8.3 Top Competitors
      • 5.2.8.4 Target Customers
      • 5.2.8.5 Key Personnel
      • 5.2.8.6 Analyst View
      • 5.2.8.7 Market Share, 2023
    • 5.2.9 Iteris, Inc.
      • 5.2.9.1 Overview
      • 5.2.9.2 Top Products/Product Portfolio
      • 5.2.9.3 Top Competitors
      • 5.2.9.4 Target Customers
      • 5.2.9.5 Key Personnel
      • 5.2.9.6 Analyst View
      • 5.2.9.7 Market Share, 2023
    • 5.2.10 EFKON GmbH
      • 5.2.10.1 Overview
      • 5.2.10.2 Top Products/Product Portfolio
      • 5.2.10.3 Top Competitors
      • 5.2.10.4 Target Customers
      • 5.2.10.5 Key Personnel
      • 5.2.10.6 Analyst View
      • 5.2.10.7 Market Share, 2023
    • 5.2.11 PTV Planung Transport Verkehr GmbH
      • 5.2.11.1 Overview
      • 5.2.11.2 Top Products/Product Portfolio
      • 5.2.11.3 Top Competitors
      • 5.2.11.4 Target Customers
      • 5.2.11.5 Key Personnel
      • 5.2.11.6 Analyst View
      • 5.2.11.7 Market Share, 2023
    • 5.2.12 SWARCO
      • 5.2.12.1 Overview
      • 5.2.12.2 Top Products/Product Portfolio
      • 5.2.12.3 Top Competitors
      • 5.2.12.4 Target Customers
      • 5.2.12.5 Key Personnel
      • 5.2.12.6 Analyst View
      • 5.2.12.7 Market Share, 2023
    • 5.2.13 Teledyne FLIR LLC
      • 5.2.13.1 Overview
      • 5.2.13.2 Top Products/Product Portfolio
      • 5.2.13.3 Top Competitors
      • 5.2.13.4 Target Customers
      • 5.2.13.5 Key Personnel
      • 5.2.13.6 Analyst View
      • 5.2.13.7 Market Share, 2023
    • 5.2.14 ECONOLITE
      • 5.2.14.1 Overview
      • 5.2.14.2 Top Products/Product Portfolio
      • 5.2.14.3 Top Competitors
      • 5.2.14.4 Target Customers
      • 5.2.14.5 Key Personnel
      • 5.2.14.6 Analyst View
      • 5.2.14.7 Market Share, 2023
    • 5.2.15 Sensys Networks, Inc.
      • 5.2.15.1 Overview
      • 5.2.15.2 Top Products/Product Portfolio
      • 5.2.15.3 Top Competitors
      • 5.2.15.4 Target Customers
      • 5.2.15.5 Key Personnel
      • 5.2.15.6 Analyst View
      • 5.2.15.7 Market Share, 2023
    • 5.2.16 Other Key Players

6 Research Methodology

  • 6.1 Data Sources
    • 6.1.1 Primary Data Sources
    • 6.1.2 Secondary Data Sources
    • 6.1.3 Data Triangulation
  • 6.2 Market Estimation and Forecast

List of Figures

  • Figure 1: Intelligent Transportation Systems Market (by Scenario), $Billion, 2024, 2027, and 2033
  • Figure 2: Intelligent Transportation Systems Market (by Region), $Million, 2023, 2027, and 2033
  • Figure 3: Intelligent Transportation Systems Market (by End User), $Million, 2023, 2027, and 2033
  • Figure 4: Intelligent Transportation Systems Market (by Application), $Million, 2023, 2027, and 2033
  • Figure 5: Intelligent Transportation Systems Market (by Product Type), $Million, 2023, 2027, and 2033
  • Figure 6: Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023, 2027, and 2033
  • Figure 7: Intelligent Transportation Systems Market (by Component type), $Million, 2023, 2027, and 2033
  • Figure 8: Key Events
  • Figure 9: Supply Chain and Risks within the Supply Chain
  • Figure 10: Value Chain Analysis
  • Figure 11: Patent Analysis (by Country), January 2021-October 2024
  • Figure 12: Patent Analysis (by Company), January 2021-October 2024
  • Figure 13: Market Snapshot of Commercial Vehicle Fleet Management Solutions, $Billion, 2023, 2025, and 2032
  • Figure 14: Case Study on Emergency and Disaster Response Applications
  • Figure 15: Intelligent Transportation Systems in Freight and Logistics Optimization
  • Figure 16: Impact Analysis of Market Navigating Factors, 2023-2033
  • Figure 17: U.S. Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 18: Canada Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 19: Mexico Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 20: Germany Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 21: France Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 22: U.K. Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 23: Italy Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 24: Spain Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 25: Rest-of-Europe Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 26: China Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 27: Japan Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 28: India's Intelligent Transport System Market, $Million, 2023-2033
  • Figure 29: Australia's Intelligent Transport System Market, $Million, 2023-2033
  • Figure 30: South Korea Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 31: Rest-of-Asia-Pacific Intelligent Transportations System Market, $Million, 2023-2033
  • Figure 32: Latin America Intelligent Transportation Systems Market, $Million, 2023-2033
  • Figure 33: Middle East and Africa Intelligent Transportation Systems Market, $Million, 2023-2032
  • Figure 34: Strategic Initiatives, January 2021-November 2024
  • Figure 35: Share of Strategic Initiatives, January 2021-November 2024
  • Figure 36: Data Triangulation
  • Figure 37: Top-Down and Bottom-Up Approach
  • Figure 38: Assumptions and Limitations

List of Tables

  • Table 1: Market Snapshot
  • Table 2: Opportunities across Region
  • Table 3: Competitive Landscape Snapshot
  • Table 4: Trends: Overview
  • Table 5: Regulatory Landscape for Intelligent Transportation Systems Market
  • Table 6: List of Regulations Related to Cybersecurity
  • Table 7: List of Vehicle-to-Everything (V2X) Regulations
  • Table 8: List of Environmental Policies
  • Table 9: Application Summary (by Application)
  • Table 10: Application Summary (by Traffic Management)
  • Table 11: Application Summary (by Road Safety and Surveillance)
  • Table 12: Application Summary (by Public Transport Operations)
  • Table 13: Application Summary (by Freight and Commercial Management)
  • Table 14: Application Summary (by End Users)
  • Table 15: Global Intelligent Transportation Systems Market (by Region), $Million, 2023-2033
  • Table 16: North America Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 17: North America Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 18: North America Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 19: North America Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 20: North America Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 21: U.S. Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 22: U.S. Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 23: U.S. Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 24: U.S. Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 25: U.S. Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 26: Canada Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 27: Canada Intelligent Transportation Systems Market (by End-User), $Million, 2023-2033
  • Table 28: Canada Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 29: Canada Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 30: Canada Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 31: Mexico Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 32: Mexico Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 33: Mexico Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 34: Mexico Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 35: Mexico Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 36: Europe Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 37: Europe Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 38: Europe Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 39: Europe Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 40: Europe Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 41: Germany Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 42: Germany Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 43: Germany Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 44: Germany Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 45: Germany Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 46: France Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 47: France Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 48: France Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 49: France Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 50: France Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 51: U.K. Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 52: U.K. Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 53: U.K. Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 54: U.K. Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 55: U.K. Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 56: Italy Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 57: Italy Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 58: Italy Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 59: Italy Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 60: Italy Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 61: Spain Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 62: Spain Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 63: Spain Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 64: Spain Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 65: Spain Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 66: Rest-of-Europe Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 67: Rest-of-Europe Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 68: Rest-of-Europe Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 69: Rest-of-Europe Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 70: Rest-of-Europe Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 71: Asia-Pacific Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 72: Asia-Pacific Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 73: Asia-Pacific Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 74: Asia-Pacific Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 75: Asia-Pacific Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 76: China Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 77: China Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 78: China Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 79: China Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 80: China Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 81: Japan Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 82: Japan Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 83: Japan Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 84: Japan Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 85: Japan Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 86: India Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 87: India Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 88: India Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 89: India Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 90: India Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 91: Australia Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 92: Australia Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 93: Australia Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 94: Australia Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 95: Australia Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 96: South Korea Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 97: South Korea Intelligent Transportation Systems Market (by End-User), $Million, 2023-2033
  • Table 98: South Korea Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 99: South Korea Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 100: South Korea Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 101: Rest-of-Asia-Pacific Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 102: Rest-of-Asia-Pacific Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 103: Rest-of-Asia-Pacific Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 104: Rest-of-Asia-Pacific Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 105: Rest-of-Asia-Pacific Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 106: Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 107: Intelligent Transportation Systems Market (by End-User), $Million, 2023-2033
  • Table 108: Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 109: Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 110: Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 111: Latin America Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 112: Latin America Intelligent Transportation Systems Market (by End User), $Million, 2023-2033
  • Table 113: Latin America Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 114: Latin America Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 115: Latin America Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033
  • Table 116: Middle East and Africa Intelligent Transportation Systems Market (by Application), $Million, 2023-2033
  • Table 117: Middle East and Africa Intelligent Transportation Systems Market (by End-User), $Million, 2023-2033
  • Table 118: Middle East and Africa Intelligent Transportation Systems Market (by Product Type), $Million, 2023-2033
  • Table 119: Middle East and Africa Intelligent Transportation Systems Market (by Deployment Model), $Million, 2023-2033
  • Table 120: Middle East and Africa Intelligent Transportation Systems Market (by Component Type), $Million, 2023-2033