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市場調查報告書
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1390509

智慧交通市場：2023-2028 年全球產業趨勢、佔有率、規模、成長、機會與預測

Smart Transportation Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
出版日期: | 出版商: IMARC | 英文 141 Pages | 商品交期: 2-3個工作天內

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概要

2022年全球智慧交通市場規模達961億美元。展望未來， IMARC Group預計到2028年市場規模將達到1,847億美元，2022-2028年複合年成長率（CAGR）為11.50%。智慧交通系統的開發和實施、越來越多的政府鼓勵採用永續解決方案的舉措以及全球範圍內持續的技術進步是推動市場的一些主要因素。

智慧交通或智慧交通系統 (ITS) 是一種使用先進資訊和通訊技術 (ICT) 的交通管理和運輸物流的革命性方法。它旨在為各種運輸方式和交通管理提供創新服務，從而提高交通網路的效率、安全性和永續性。這種方法的核心是在人工智慧、物聯網和巨量資料等技術的推動下，對交通系統進行即時監控、管理和控制。這些功能可實現預測建模、自適應號誌控制、交通預測和自動駕駛車輛操作等功能。此外，智慧交通通常包括方便用戶使用的介面，例如應用程式，可以幫助用戶更有效地規劃行程並存取有關交通狀況、公共交通時刻表和共乘機會的即時資訊。

運輸業的顯著成長主要推動全球市場。再加上快速的城市化和城市人口成長導致複雜的交通和運輸管理挑戰，這為市場提供了推動力。除此之外，對高效公共交通系統日益成長的需求是一個重要的促進因素，智慧技術的部署旨在增強乘客體驗並簡化營運流程。除此之外，數位化的興起和技術的進步正在為市場做出貢獻。此外，作為更廣泛的智慧城市計畫的一部分，智慧交通系統的開發和實施正在創造積極的市場前景。其他因素，包括主要參與者進行的廣泛研發（R&D）活動以及資訊科技（IT）產業的持續發展，也對市場產生正面影響。

智慧交通市場趨勢/促進因素：

人們對環境永續性的關注日益增加

不斷升級的環境問題和不斷成長的永續發展需求刺激了對智慧交通的需求。智慧交通透過最佳化交通網路效率、改善交通管理以及鼓勵使用公共交通或電動車，顯著減少二氧化碳排放。隨著城市和國家尋找實現其永續發展目標的方法，這一方面正在成為強大的市場驅動力。同時，各國政府正在推動智慧交通項目，作為基礎設施現代化、減少交通堵塞和降低污染水平努力的一部分。他們為這些項目提供資金並與私人公司合作，這是市場的重要推動力。

對連網車輛的需求不斷成長

連網車輛相互通訊並與交通管理系統通訊，以改善道路安全、減少交通堵塞並提高乘客便利性。此外，消費者對這些車輛的需求不斷成長，加上車輛對車輛（V2V）和車輛對基礎設施（V2I）技術的進步，正在推動智慧交通市場的發展。此外，物聯網（IoT）、人工智慧（AI）、機器學習和巨量資料分析與連網車輛的整合是智慧交通興起的主要貢獻者。這些技術用於監控交通、預測交通模式、即時識別問題並提出解決方案，使交通系統更有效率和可靠。

智慧城市發展措施不斷增多

創造智慧城市的動力是智慧交通的重要驅動力，將科技融入城市生活的各個方面，以提高生活品質並使城市更具永續性。交通運輸是這個願景的重要組成部分，因此，大量投資都投入於此。除此之外，為了確保順暢和高效的通勤，有必要對所有可用的公共交通系統有一個全面的了解。這是透過智慧交通系統實現的，該系統結合了不同來源的資料，提供時刻表、路線和運力的即時更新。同時，智慧交通解決方案的廣泛採用，因為它們提供了改進的安全功能，包括加密通訊、安全 API 和高級身份驗證方法，正在創造積極的市場前景。

智慧交通產業細分：

IMARC Group提供了全球智慧交通報告各部分主要趨勢的分析，以及 2023-2028 年全球、區域和國家層面的預測。我們的報告根據解決方案、服務、運輸模式和應用對市場進行了分類。

依解決方案分解：

混合票務管理系統

停車管理引導系統

綜合監管系統

交通管理系統

其他

交通管理系統主導市場

該報告根據解決方案提供了詳細的市場細分和分析。包括混合票務管理系統、停車管理導引系統、綜合監管系統、綜合監管、交通管理系統等。根據該報告，交通管理系統代表了最大的部分。

由於全球主要城市的快速城市化和日益嚴重的堵塞，該行業正在經歷成長，需要開發高效的交通管理系統。同時，物聯網、人工智慧和機器學習技術的進步正在打造更智慧、更有效的交通系統，從而改善交通流量、減少旅行時間並提高安全性。此外，政府對智慧城市計畫的措施和投資正在推動先進交通管理系統的採用。

相反，消費者對數位科技帶來的無縫、高效、便利的旅遊體驗日益成長的需求推動了混合票務管理系統在業界的採用。此外，政府和運輸機構正在投資這些技術，作為基礎設施現代化和提高服務品質的更廣泛舉措的一部分。將多種運輸模式整合到單一混合系統中也是出於為乘客提供更大靈活性和便利性的需求，從而進一步影響該細分市場。

按服務細分：

商業服務

專業的服務

雲端服務

雲端服務主導市場

報告還提供了基於服務的詳細市場細分和分析。這包括商業服務、專業服務和雲端服務。報告顯示，雲端服務佔據了最大的市場佔有率。

智慧交通的資料密集特性需要強大的儲存和處理能力，而雲端服務可以有效地提供這些能力。雲端運算儲存、分析和管理大量即時資料的能力對於交通管理、路線最佳化、車輛維護和乘客資訊系統至關重要。此外，雲端服務提供的可擴展性和靈活性使運輸系統能夠有效地回應不同的需求水準。

除此之外，各種重要的市場促進因素正在推動雲端服務在產業中的採用。智慧交通系統產生的大量資料需要雲端服務提供強大、可擴展且經濟高效的儲存和處理能力。隨著即時資料分析在交通管理、路線最佳化和預測性維護中變得越來越重要，對雲端運算的需求持續成長。

另一方面，隨著運輸機構致力於提高效率、降低成本和增強客戶體驗，他們越來越依賴專業服務來指導其數位轉型之旅。監管和安全要求日益複雜，也需要專家的建議和解決方案，特別是在資料保護和網路安全等領域，這正在創造積極的市場前景。此外，許多智慧城市計畫中公私合作夥伴關係的興起凸顯了對專業服務的需求，以確保計畫的成功實施和營運，從而影響了需求。

按運輸方式分類：

道路

鐵路

航空

海上

道路主導整個市場

該報告根據運輸方式對市場進行了詳細的細分和分析。這包括公路、鐵路、航空和海運。報告稱，道路是最大的部分。

全球城市的快速城市化和不斷增加的人口密度推動了該行業道路的成長和發展，因此需要對道路交通進行高效、智慧的管理。作為主要的交通方式，道路需要智慧解決方案來緩解擁塞、最佳化交通流量並提高安全性。政府對智慧城市項目和基礎設施開發（包括改善道路）的投資也是市場的重要驅動力。

相反，鐵路能夠承載大量乘客，正在透過智慧技術進行現代化改造，以滿足這一需求。日益成長的環境問題和減少碳排放的需要也鼓勵採用更綠色的運輸方式，與公路運輸相比，鐵路明顯更環保。這次疫情進一步凸顯了彈性和適應性強的交通系統的重要性，進一步加速了鐵路產業對智慧解決方案的需求。

人們對高效、省時的長途旅行的需求不斷成長，從而推動了航空業對智慧解決方案的採用，從而推動了航空業的利用。全球旅遊業的成長和廉價航空公司的崛起正在推動客運量的成長，而這反過來又成為成長的誘發因素。

按應用分類：

移動即服務

大眾運輸

交通樞紐

連網汽車

視訊管理

其他

報告還提供了基於應用程式的詳細市場細分和分析。這包括移動即服務、公共交通、交通樞紐、連網汽車、視訊管理等。

多個市場促進因素正在影響產業中行動即服務 (MaaS) 的興起。隨著快速城市化和城市堵塞，對更有效率、永續和方便用戶使用的交通服務的需求不斷成長。 MaaS 專注於透過單一平台提供無縫、整合的旅行體驗，有效地滿足了這項需求。智慧型手機和數位支付系統的普及使大量用戶能夠輕鬆存取這些服務。

消費者對增強駕駛體驗、安全性和便利性的需求不斷成長，以及高速網路和智慧型手機使用的激增，推動了市場對連網汽車的需求。此外，將視訊管理與其他系統（包括物聯網和地理資訊系統）整合以更全面地了解交通網路的趨勢日益成長，進一步推動了其需求。隨著城市化和交通堵塞的加劇，對交通和運輸基礎設施進行有效監控和管理的需求日益成長，這對市場產生了有利的影響。

按地區分類：

北美洲

美國

加拿大

亞太

中國

日本

印度

韓國

澳洲

印尼

其他

歐洲

德國

法國

英國

義大利

西班牙

俄羅斯

其他

拉丁美洲

巴西

墨西哥

其他

中東和非洲

歐洲表現出明顯的主導地位，佔據最大的市場佔有率

該報告還對所有主要區域市場進行了全面分析，其中包括北美（美國和加拿大）；亞太地區（中國、日本、印度、韓國、澳洲、印尼等）；歐洲（德國、法國、英國、義大利、西班牙、俄羅斯等）；拉丁美洲（巴西、墨西哥等）；以及中東和非洲。

歐洲多個國家的政府正在對智慧城市計劃進行大量投資，其中智慧交通是其中的關鍵組成部分。減少碳排放的環境政策和目標也推動了更永續的交通選擇，例如電動車和改進的公共交通。此外，強大的監管框架以及對資料隱私和網路安全的承諾為整個地區的產業發展提供了支持性環境。

相反，由於各國快速城市化和人口成長導致交通堵塞加劇，需要高效且有效的交通解決方案，預計亞太地區將在這一領域進一步擴張。該地區不斷擴大的數位基礎設施，包括智慧型手機的廣泛採用和網路普及率的提高。此外，該地區特別是中國、印度和新加坡等國家的政府舉措和對智慧城市項目的投資正在推動智慧交通系統的採用。此外，日益成長的環境問題和減少碳排放的需求正在推動向永續交通模式的轉變，包括電動車和改進的公共交通，正在創造積極的市場前景。

競爭格局：

隨著眾多主要參與者專注於開發先進系統以加強交通管理、最佳化路線和改善乘客體驗，該市場正在經歷顯著成長。例如，即時追蹤、預測性維護和自動駕駛汽車是該公司提供尖端解決方案的一些領域。此外，各種領先公司正在創建整合各種交通方式並提供無縫票務和付款選項的平台。向綠色和永續交通的轉變也為電動車、節能基礎設施和碳中和交通解決方案的創新提供了機會。此外，這個資料密集型產業對網路安全的需求不斷成長，也對提供安全解決方案的公司產生了積極的需求。隨著產業的不斷發展，企業正在提供智慧、高效和永續的交通解決方案，這也為市場做出了貢獻。

該報告對市場競爭格局進行了全面分析。也提供了所有主要公司的詳細資料。市場上的一些主要參與者包括：

埃森哲公司

阿爾斯通公司

Bentley 軟體公司

思科系統公司

立方公司

通用電氣公司

因陀羅系統公司

國際商業機器公司

卡普什股份公司

西門子公司

泰雷茲集團

全錄公司

最近的發展：

2023 年 5 月，Bentley 軟體公司投資 Flow Labs，以加速數位孿生的傳輸。這項投資也使 iTwin 平台能夠涵蓋工程的每個階段，從設計到建造再到現在的營運。該投資的條款並未公開。

2023 年 4 月，埃森哲公司決定收購挪威商業顧問公司 Einr AS，該公司專門提供利用 SAP 技術簡化貨物從生產者到消費者的大批量物流解決方案。 Einr 的員工將利用其在零售和供應鏈管理、運輸管理、倉庫管理和分類規劃方面的專業技能，加強埃森哲在市場上的 SAP 服務。

2023年1月，阿爾斯通公司獲得了提供26列列車（每列三節車廂）的合約。協議簽署後，阿爾斯通運輸公司計劃在其位於安得拉邦斯里城的工廠生產 78 輛機車車輛客車（26 輛列車）。這些列車由阿爾斯通位於塔達斯里城的製造工廠生產。

本報告回答的關鍵問題

  • 2022年全球智慧交通市場規模有多大
  • 2023-2028年全球智慧交通市場預計成長率是多少
  • 推動全球智慧交通市場的關鍵因素有哪些
  • COVID-19 對全球智慧交通市場有何影響
  • 基於解決方案的全球智慧交通市場區隔是怎樣的
  • 基於服務的全球智慧交通市場區隔是怎樣的
  • 從交通方式來看，全球智慧交通市場細分是怎麼樣的
  • 全球智慧交通市場的重點區域有哪些
  • 誰是全球智慧交通市場的主要參與者/公司

本報告回答的關鍵問題

  • 2022年全球智慧交通市場規模有多大？
  • 2023-2028年全球智慧交通市場的預期成長率是多少？
  • 推動全球智慧交通市場的關鍵因素是什麼？
  • COVID-19 對全球智慧交通市場有何影響？
  • 基於該解決方案的全球智慧交通市場細分是什麼？
  • 基於服務的全球智慧交通市場的詳細情形如何？
  • 全球智慧交通市場按交通方式分類是怎樣的？
  • 全球智慧交通市場的重點區域有哪些？
  • 全球智慧交通市場的主要參與者/公司有哪些？

目錄

第 1 章：前言

第 2 章：範圍與方法

  • 研究目的
  • 利害關係人
  • 資料來源
    • 主要資源
    • 二手資料
  • 市場預測
    • 自下而上的方法
    • 自上而下的方法
  • 預測方法

第 3 章：執行摘要

第 4 章：簡介

  • 概述
  • 主要行業趨勢

第 5 章：全球智慧交通市場

  • 市場概況
  • 市場業績
  • COVID-19 的影響
  • 市場預測

第 6 章：依解決方案分類市場

  • 混合票務管理系統
    • 市場走向
    • 市場預測
  • 停車管理引導系統
    • 市場走向
    • 市場預測
  • 綜合監管系統
    • 市場走向
    • 市場預測
  • 交通管理系統
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測

第 7 章：按服務分類的市場區隔

  • 商業服務
    • 市場走向
    • 市場預測
  • 專業的服務
    • 市場走向
    • 市場預測
  • 雲端服務
    • 市場走向
    • 市場預測

第 8 章：依運輸模式分類的市場區隔

  • 道路
    • 市場走向
    • 市場預測
  • 鐵路
    • 市場走向
    • 市場預測
  • 航空
    • 市場走向
    • 市場預測
  • 海上
    • 市場走向
    • 市場預測

第 9 章：按應用分類的市場區隔

  • 移動即服務
    • 市場走向
    • 市場預測
  • 大眾運輸
    • 市場走向
    • 市場預測
  • 交通樞紐
    • 市場走向
    • 市場預測
  • 連網汽車
    • 市場走向
    • 市場預測
  • 視訊管理
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測

第 10 章：按地區分類的市場細分

  • 北美洲
    • 美國
      • 市場走向
      • 市場預測
    • 加拿大
      • 市場走向
      • 市場預測
  • 亞太
    • 中國
      • 市場走向
      • 市場預測
    • 日本
      • 市場走向
      • 市場預測
    • 印度
      • 市場走向
      • 市場預測
    • 韓國
      • 市場走向
      • 市場預測
    • 澳洲
      • 市場走向
      • 市場預測
    • 印尼
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 歐洲
    • 德國
      • 市場走向
      • 市場預測
    • 法國
      • 市場走向
      • 市場預測
    • 英國
      • 市場走向
      • 市場預測
    • 義大利
      • 市場走向
      • 市場預測
    • 西班牙
      • 市場走向
      • 市場預測
    • 俄羅斯
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 拉丁美洲
    • 巴西
      • 市場走向
      • 市場預測
    • 墨西哥
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 中東和非洲
    • 市場走向
    • 按國家/地區分類的市場細分
    • 市場預測

第 11 章：SWOT 分析

  • 概述
  • 優勢
  • 弱點
  • 機會
  • 威脅

第 12 章：價值鏈分析

第 13 章：波特五力分析

  • 概述
  • 買家的議價能力
  • 供應商的議價能力
  • 競爭程度
  • 新進入者的威脅
  • 替代品的威脅

第 14 章：價格分析

第15章：競爭格局

  • 市場結構
  • 關鍵參與者
  • 關鍵參與者簡介
    • Accenture plc
    • Alstom SA
    • Bentley Systems Incorporated
    • Cisco Systems Inc.
    • Cubic Corporation
    • General Electric Company
    • Indra Sistemas SA
    • International Business Machines Corporation
    • Kapsch Aktiengesellschaft
    • Siemens AG
    • Thales Group
    • Xerox Corporation
Product Code: SR112023A4275

Abstract

The global smart transportation market size reached US$ 96.1 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 184.7 Billion by 2028, exhibiting a growth rate (CAGR) of 11.50% during 2022-2028. The development and implementation of smart transportation systems, the increasing number of government initiatives to encourage the adoption of sustainable solutions, and continual technological advancements across the globe are some of the major factors propelling the market.

Smart transportation, or intelligent transportation systems (ITS), is a revolutionary approach to traffic management and transportation logistics that uses advanced information and communication technology (ICT). It aims to provide innovative services for various modes of transport and traffic management, thus improving the efficiency, safety, and sustainability of transportation networks. Central to this approach is the real-time monitoring, management, and control of transportation systems, facilitated by technologies, including AI, IoT, and big data. These allow predictive modeling, adaptive signal control, traffic forecasting, and autonomous vehicle operation, among other capabilities. Furthermore, smart transportation often includes user-friendly interfaces, such as apps, that help users plan journeys more effectively and access real-time information about traffic conditions, public transit schedules, and ride-sharing opportunities.

Significant growth in the transportation sector majorly drives the global market. Coupled with the rapid urbanization and population growth in cities leading to complex traffic and transport management challenges, which is providing a boost to the market. Along with this, the increasing need for efficient public transport systems is a significant driver, with smart technologies being deployed to enhance passenger experiences and streamline operational processes. Apart from this, the rise of digitalization and advancements in technologies is contributing to the market. Furthermore, the development and implementation of smart transportation systems as part of their broader smart city initiatives, is creating a positive market outlook. Other factors, including extensive research and development (R&D) activities conducted by key players and continual developments in the information technology (IT) industry, are also positively influencing the market.

Smart Transportation Market Trends/Drivers:

Growing concerns regarding environment sustainability

The escalating environmental concerns and the rising need for sustainable development are encouraging the need for smart transportation. Smart transportation significantly reduces CO2 emissions by optimizing transportation network efficiency, improving traffic management, and encouraging the use of public transportation or electric vehicles. This aspect is acting as a strong market driver as cities and countries look for ways to achieve their sustainability goals. In confluence with this, governments are promoting smart transportation projects as part of their efforts to modernize infrastructure, reduce traffic congestion, and lower pollution levels. They are funding these projects and partnering with private companies, which is acting as a significant driver for the market.

Rising demand for connected vehicles

Connected vehicles communicate with each other and with traffic management systems to improve road safety, reduce traffic congestion, and enhance passenger convenience. Additionally, the growing consumer demand for these vehicles, combined with advancements in vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) technologies, is fueling the smart transportation market. In addition, the integration of Internet of Things (IoT), artificial intelligence (AI), machine learning, and big data analytics with connected vehicles are major contributors to the rise of smart transportation. These technologies are used to monitor traffic, predict traffic patterns, identify problems in real-time, and suggest solutions, making transportation systems more efficient and reliable.

The increasing initiatives for smart cities development

The drive towards creating smart cities, where technology is integrated into every aspect of urban life to improve the quality of living and make cities more sustainable, is a significant driver for smart transportation. Transportation is a crucial component of this vision, and hence, a lot of investment is being directed toward it. Along with this, to ensure smooth and efficient commuting, it is necessary to have an integrated view of all available public transport systems. This has been made possible with smart transportation systems, which combine data from different sources, providing real-time updates on schedules, routes, and capacities. In confluence with this, the widespread adoption of smart transportation solutions as they offer improved security features, including encrypted communications, secure APIs, and advanced authentication methods are creating a positive market outlook.

Smart Transportation Industry Segmentation:

IMARC Group provides an analysis of the key trends in each segment of the global smart transportation report, along with forecasts at the global, regional, and country levels from 2023-2028. Our report has categorized the market based on solution, services, transportation mode, and application.

Breakup by Solution:

Hybrid Ticketing Management System

Parking Management and Guidance System

Integrated Supervision System

Traffic Management System

Others

Traffic management system dominates the market

The report has provided a detailed breakup and analysis of the market based on the solution. This includes hybrid ticketing management system, parking management and guidance system, integrated supervision system, integrated supervision, traffic management system, and others. According to the report, the traffic management system represented the largest segment.

The industry is experiencing growth due to rapid urbanization and growing congestion in major cities across the globe necessitating the development of efficient traffic management systems. Along with this, advancements in IoT, AI, and machine learning technologies are enabling smarter, more effective transportation systems that can improve traffic flow, reduce travel times, and enhance safety. Furthermore, government initiatives and investments in smart city projects are pushing for the adoption of advanced traffic management systems.

On the contrary, the adoption of hybrid ticketing management systems in the industry is driven by the increasing demand for seamless, efficient, and convenient travel experiences from consumers, enabled by digital technology. In addition, governments and transport agencies are investing in these technologies as part of broader initiatives to modernize infrastructure and improve service quality. The integration of multiple transport modes into a single hybrid system is also driven by the need to offer passengers greater flexibility and convenience, further influencing the segment.

Breakup by Services:

Business Services

Professional Services

Cloud Services

Cloud services dominate the market

A detailed breakup and analysis of the market based on the services has also been provided in the report. This includes business services, professional services, and cloud services. According to the report, cloud services accounted for the largest market share.

The data-intensive nature of smart transportation requires robust storage and processing capabilities, which cloud services can provide efficiently. The ability of cloud computing to store, analyze, and manage vast volumes of real-time data is paramount in traffic management, route optimization, vehicle maintenance, and passenger information systems. Furthermore, the scalability and flexibility offered by cloud services allow transportation systems to effectively respond to varying demand levels.

Apart from this, the adoption of cloud services in the industry is being propelled by various significant market drivers. The vast amount of data generated by smart transportation systems necessitates powerful, scalable, and cost-effective storage and processing capabilities that cloud services can provide. As real-time data analysis becomes increasingly critical in traffic management, route optimization, and predictive maintenance, the demand for cloud computing continues to rise.

On the other hand, as transportation agencies aim to improve efficiency, reduce costs, and enhance customer experience, they increasingly rely on professional services to guide their digital transformation journey. The growing complexity of regulatory and security requirements also demands expert advice and solutions, especially in areas, such as data protection and cybersecurity, which is creating a positive market outlook. Furthermore, the rise of public-private partnerships in many smart city projects underlines the need for professional services to ensure successful project implementation and operation, thus influencing the demand.

Breakup by Transportation Mode:

Roadways

Railways

Airways

Maritime

Roadways dominate the overall market

The report has provided a detailed breakup and analysis of the market based on the transportation mode. This includes roadways, railways, airways, and maritime. According to the report, roadways represented the largest segment.

The growth and development of roadways in the industry is driven by rapid urbanization and increasing population density in cities globally necessitating efficient, intelligent management of road traffic. As the dominant mode of transportation, roadways require smart solutions to alleviate congestion, optimize traffic flow, and enhance safety. Government investments in smart city projects and infrastructure development, including improved roadways, also act as significant drivers for the market.

On the contrary, railways, with their ability to handle high volumes of passengers, are being modernized with smart technology to meet this need. The increasing environmental concerns and the need to reduce carbon emissions are also encouraging the adoption of greener transport modes, with railways being significantly more eco-friendly compared to road transport. The pandemic has further underlined the importance of resilient and adaptable transportation systems, further accelerating the need for smart solutions in the railway industry.

The utilization of airways in the industry is being fueled by the increasing demand for efficient and time-saving long-distance travel leading to the adoption of smart solutions in the aviation industry. The growth of the global tourism industry and the rise of low-cost airlines are driving passenger volumes, which, in turn, is acting as growth-inducing factors.

Breakup by Application:

Mobility as a Service

Public Transport

Transit Hubs

Connected Cars

Video Management

Others

A detailed breakup and analysis of the market based on the application has also been provided in the report. This includes mobility as a service, public transport, transit hubs, connected cars, video management, and others.

Several market drivers are influencing the rise of mobility as a service (MaaS) in the industry. With rapid urbanization and congestion in cities, there is a growing demand for more efficient, sustainable, and user-friendly transportation services. MaaS, with its focus on providing a seamless, integrated travel experience through a single platform, caters to this need effectively. The proliferation of smartphones and digital payment systems enables easy access to these services for a large user base.

The growing consumer demand for enhanced driving experiences, safety, and convenience and the proliferation of high-speed internet and smartphone use are propelling the demand for connected cars in the market. Moreover, the growing trend of integrating video management with other systems, including IoT and GIS for a more comprehensive view of transportation networks, further boosts its demand. With increasing urbanization and traffic congestion, there is a growing need for efficient monitoring and management of traffic and transportation infrastructures, this impacting the market favorably.

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Europe exhibits a clear dominance, accounting for the largest market share

The report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa.

Several governments across Europe are making substantial investments in smart city initiatives, which include smart transportation as a key component. The environmental policies and goals for reducing carbon emissions are also driving the push towards more sustainable transportation options, such as electric vehicles and improved public transit. Additionally, the robust regulatory framework and commitment to data privacy and cybersecurity provide a supportive environment for the growth of the industry across the region.

On the contrary, Asia Pacific is estimated to expand further in this domain due to the rapid urbanization and population growth in various countries leading to increasing traffic congestion, necessitating efficient and effective transportation solutions. The region's expanding digital infrastructure, including the widespread adoption of smartphones and increasing internet penetration. Also, government initiatives and investments in smart city projects across the region, especially in countries, including China, India, and Singapore, are propelling the adoption of smart transportation systems. In addition, the growing environmental concerns and the need to reduce carbon emissions are driving a shift towards sustainable transport modes, including electric vehicles and improved public transportation, are creating a positive market outlook.

Competitive Landscape:

The market is experiencing significant growth as numerous key players are focusing on the development of advanced systems to enhance traffic management, optimize routes, and improve passenger experiences. For instance, real-time tracking, predictive maintenance, and autonomous vehicles are some areas where companies are offering cutting-edge solutions. Also, various leading companies are creating platforms that consolidate various modes of transportation and offer seamless ticketing and payment options. The shift towards green and sustainable transportation also opens opportunities for innovation in electric vehicles, energy-efficient infrastructure, and carbon-neutral transportation solutions. In addition, the rising need for cybersecurity in this data-intensive industry also creates a positive demand for companies offering security solutions. As the industry continues to evolve, companies are offering smart, efficient, and sustainable transportation solutions, which are also contributing to the market.

The report has provided a comprehensive analysis of the competitive landscape in the market. Detailed profiles of all major companies have also been provided. Some of the key players in the market include:

Accenture plc

Alstom SA

Bentley Systems Incorporated

Cisco Systems Inc.

Cubic Corporation

General Electric Company

Indra Sistemas S.A.

International Business Machines Corporation

Kapsch Aktiengesellschaft

Siemens AG

Thales Group

Xerox Corporation

Recent Developments:

In May 2023, Bentley Systems Incorporated invested in Flow Labs to accelerate the transportation of digital twins. The investment additionally makes it possible for the iTwin Platform to cover every stage of engineering, from design through building and now operations. The investment's terms were not made public.

In April 2023, Accenture plc decided to purchase Einr AS, a Norwegian business consulting firm that specializes in large-volume logistics solutions leveraging SAP technology to streamline the movement of goods from producers to consumers. Employees from Einr will strengthen Accenture's SAP services in the market with their specialized skills in retail and supply chain management, transportation management, warehouse management, and assortment planning.

In January 2023, Alstom SA was given the contract to provide 26 trainsets with three cars each. Alstom Transport planned to produce 78 rolling stock coaches (26 trains) at its factory in Sri City, Andhra Pradesh, once the deal was signed. The manufacturing factory for Alstom in Sri City, Tada, produces these trains.

Key Questions Answered in This Report

  • 1. What was the size of the global smart transportation market in 2022?
  • 2. What is the expected growth rate of the global smart transportation market during 2023-2028?
  • 3. What are the key factors driving the global smart transportation market?
  • 4. What has been the impact of COVID-19 on the global smart transportation market?
  • 5. What is the breakup of the global smart transportation market based on the solution?
  • 6. What is the breakup of the global smart transportation market based on the services?
  • 7. What is the breakup of the global smart transportation market based on the transportation mode?
  • 8. What are the key regions in the global smart transportation market?
  • 9. Who are the key players/companies in the global smart transportation market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Smart Transportation Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Solution

  • 6.1 Hybrid Ticketing Management System
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Parking Management and Guidance System
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Integrated Supervision System
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast
  • 6.4 Traffic Management System
    • 6.4.1 Market Trends
    • 6.4.2 Market Forecast
  • 6.5 Others
    • 6.5.1 Market Trends
    • 6.5.2 Market Forecast

7 Market Breakup by Services

  • 7.1 Business Services
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Professional Services
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Cloud Services
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast

8 Market Breakup by Transportation Mode

  • 8.1 Roadways
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Railways
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast
  • 8.3 Airways
    • 8.3.1 Market Trends
    • 8.3.2 Market Forecast
  • 8.4 Maritime
    • 8.4.1 Market Trends
    • 8.4.2 Market Forecast

9 Market Breakup by Application

  • 9.1 Mobility as a Service
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Public Transport
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast
  • 9.3 Transit Hubs
    • 9.3.1 Market Trends
    • 9.3.2 Market Forecast
  • 9.4 Connected Cars
    • 9.4.1 Market Trends
    • 9.4.2 Market Forecast
  • 9.5 Video Management
    • 9.5.1 Market Trends
    • 9.5.2 Market Forecast
  • 9.6 Others
    • 9.6.1 Market Trends
    • 9.6.2 Market Forecast

10 Market Breakup by Region

  • 10.1 North America
    • 10.1.1 United States
      • 10.1.1.1 Market Trends
      • 10.1.1.2 Market Forecast
    • 10.1.2 Canada
      • 10.1.2.1 Market Trends
      • 10.1.2.2 Market Forecast
  • 10.2 Asia-Pacific
    • 10.2.1 China
      • 10.2.1.1 Market Trends
      • 10.2.1.2 Market Forecast
    • 10.2.2 Japan
      • 10.2.2.1 Market Trends
      • 10.2.2.2 Market Forecast
    • 10.2.3 India
      • 10.2.3.1 Market Trends
      • 10.2.3.2 Market Forecast
    • 10.2.4 South Korea
      • 10.2.4.1 Market Trends
      • 10.2.4.2 Market Forecast
    • 10.2.5 Australia
      • 10.2.5.1 Market Trends
      • 10.2.5.2 Market Forecast
    • 10.2.6 Indonesia
      • 10.2.6.1 Market Trends
      • 10.2.6.2 Market Forecast
    • 10.2.7 Others
      • 10.2.7.1 Market Trends
      • 10.2.7.2 Market Forecast
  • 10.3 Europe
    • 10.3.1 Germany
      • 10.3.1.1 Market Trends
      • 10.3.1.2 Market Forecast
    • 10.3.2 France
      • 10.3.2.1 Market Trends
      • 10.3.2.2 Market Forecast
    • 10.3.3 United Kingdom
      • 10.3.3.1 Market Trends
      • 10.3.3.2 Market Forecast
    • 10.3.4 Italy
      • 10.3.4.1 Market Trends
      • 10.3.4.2 Market Forecast
    • 10.3.5 Spain
      • 10.3.5.1 Market Trends
      • 10.3.5.2 Market Forecast
    • 10.3.6 Russia
      • 10.3.6.1 Market Trends
      • 10.3.6.2 Market Forecast
    • 10.3.7 Others
      • 10.3.7.1 Market Trends
      • 10.3.7.2 Market Forecast
  • 10.4 Latin America
    • 10.4.1 Brazil
      • 10.4.1.1 Market Trends
      • 10.4.1.2 Market Forecast
    • 10.4.2 Mexico
      • 10.4.2.1 Market Trends
      • 10.4.2.2 Market Forecast
    • 10.4.3 Others
      • 10.4.3.1 Market Trends
      • 10.4.3.2 Market Forecast
  • 10.5 Middle East and Africa
    • 10.5.1 Market Trends
    • 10.5.2 Market Breakup by Country
    • 10.5.3 Market Forecast

11 SWOT Analysis

  • 11.1 Overview
  • 11.2 Strengths
  • 11.3 Weaknesses
  • 11.4 Opportunities
  • 11.5 Threats

12 Value Chain Analysis

13 Porters Five Forces Analysis

  • 13.1 Overview
  • 13.2 Bargaining Power of Buyers
  • 13.3 Bargaining Power of Suppliers
  • 13.4 Degree of Competition
  • 13.5 Threat of New Entrants
  • 13.6 Threat of Substitutes

14 Price Analysis

15 Competitive Landscape

  • 15.1 Market Structure
  • 15.2 Key Players
  • 15.3 Profiles of Key Players
    • 15.3.1 Accenture plc
      • 15.3.1.1 Company Overview
      • 15.3.1.2 Product Portfolio
      • 15.3.1.3 Financials
      • 15.3.1.4 SWOT Analysis
    • 15.3.2 Alstom SA
      • 15.3.2.1 Company Overview
      • 15.3.2.2 Product Portfolio
      • 15.3.2.3 Financials
      • 15.3.2.4 SWOT Analysis
    • 15.3.3 Bentley Systems Incorporated
      • 15.3.3.1 Company Overview
      • 15.3.3.2 Product Portfolio
      • 15.3.3.3 Financials
    • 15.3.4 Cisco Systems Inc.
      • 15.3.4.1 Company Overview
      • 15.3.4.2 Product Portfolio
      • 15.3.4.3 Financials
      • 15.3.4.4 SWOT Analysis
    • 15.3.5 Cubic Corporation
      • 15.3.5.1 Company Overview
      • 15.3.5.2 Product Portfolio
      • 15.3.5.3 SWOT Analysis
    • 15.3.6 General Electric Company
      • 15.3.6.1 Company Overview
      • 15.3.6.2 Product Portfolio
      • 15.3.6.3 Financials
      • 15.3.6.4 SWOT Analysis
    • 15.3.7 Indra Sistemas S.A.
      • 15.3.7.1 Company Overview
      • 15.3.7.2 Product Portfolio
      • 15.3.7.3 Financials
      • 15.3.7.4 SWOT Analysis
    • 15.3.8 International Business Machines Corporation
      • 15.3.8.1 Company Overview
      • 15.3.8.2 Product Portfolio
      • 15.3.8.3 Financials
      • 15.3.8.4 SWOT Analysis
    • 15.3.9 Kapsch Aktiengesellschaft
      • 15.3.9.1 Company Overview
      • 15.3.9.2 Product Portfolio
    • 15.3.10 Siemens AG
      • 15.3.10.1 Company Overview
      • 15.3.10.2 Product Portfolio
      • 15.3.10.3 Financials
      • 15.3.10.4 SWOT Analysis
    • 15.3.11 Thales Group
      • 15.3.11.1 Company Overview
      • 15.3.11.2 Product Portfolio
      • 15.3.11.3 Financials
      • 15.3.11.4 SWOT Analysis
    • 15.3.12 Xerox Corporation
      • 15.3.12.1 Company Overview
      • 15.3.12.2 Product Portfolio
      • 15.3.12.3 Financials
      • 15.3.12.4 SWOT Analysis

List of Figures

  • Figure 1: Global: Smart Transportation Market: Major Drivers and Challenges
  • Figure 2: Global: Smart Transportation Market: Sales Value (in Billion US$), 2017-2022
  • Figure 3: Global: Smart Transportation Market Forecast: Sales Value (in Billion US$), 2023-2028
  • Figure 4: Global: Smart Transportation Market: Breakup by Solution (in %), 2022
  • Figure 5: Global: Smart Transportation Market: Breakup by Services (in %), 2022
  • Figure 6: Global: Smart Transportation Market: Breakup by Transportation Mode (in %), 2022
  • Figure 7: Global: Smart Transportation Market: Breakup by Application (in %), 2022
  • Figure 8: Global: Smart Transportation Market: Breakup by Region (in %), 2022
  • Figure 9: Global: Smart Transportation (Hybrid Ticketing Management System) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 10: Global: Smart Transportation (Hybrid Ticketing Management System) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 11: Global: Smart Transportation (Parking Management and Guidance System) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 12: Global: Smart Transportation (Parking Management and Guidance System) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 13: Global: Smart Transportation (Integrated Supervision System) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 14: Global: Smart Transportation (Integrated Supervision System) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 15: Global: Smart Transportation (Traffic Management System) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 16: Global: Smart Transportation (Traffic Management System) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 17: Global: Smart Transportation (Other Solutions) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 18: Global: Smart Transportation (Other Solutions) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 19: Global: Smart Transportation (Cloud Services) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 20: Global: Smart Transportation (Cloud Services) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 21: Global: Smart Transportation (Business Services) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 22: Global: Smart Transportation (Business Services) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 23: Global: Smart Transportation (Professional Services) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 24: Global: Smart Transportation (Professional Services) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 25: Global: Smart Transportation (Roadways) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 26: Global: Smart Transportation (Roadways) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 27: Global: Smart Transportation (Railways) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 28: Global: Smart Transportation (Railways) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 29: Global: Smart Transportation (Airways) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 30: Global: Smart Transportation (Airways) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 31: Global: Smart Transportation (Maritime) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 32: Global: Smart Transportation (Maritime) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 33: Global: Smart Transportation (Mobility as a Service) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 34: Global: Smart Transportation (Mobility as a Service) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 35: Global: Smart Transportation (Public Transport) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 36: Global: Smart Transportation (Public Transport) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 37: Global: Smart Transportation (Transit Hubs) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 38: Global: Smart Transportation (Transit Hubs) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 39: Global: Smart Transportation (Connected Cars) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 40: Global: Smart Transportation (Connected Cars) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 41: Global: Smart Transportation (Video Management) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 42: Global: Smart Transportation (Video Management) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 43: Global: Smart Transportation (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 44: Global: Smart Transportation (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 45: North America: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 46: North America: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 47: United States: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 48: United States: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 49: Canada: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 50: Canada: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 51: Asia-Pacific: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 52: Asia-Pacific: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 53: China: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 54: China: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 55: Japan: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 56: Japan: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 57: India: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 58: India: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 59: South Korea: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 60: South Korea: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 61: Australia: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 62: Australia: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 63: Indonesia: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 64: Indonesia: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 65: Others: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 66: Others: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 67: Europe: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 68: Europe: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 69: Germany: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 70: Germany: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 71: France: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 72: France: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 73: United Kingdom: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 74: United Kingdom: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 75: Italy: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 76: Italy: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 77: Spain: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 78: Spain: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 79: Russia: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 80: Russia: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 81: Others: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 82: Others: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 83: Latin America: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 84: Latin America: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 85: Brazil: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 86: Brazil: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 87: Mexico: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 88: Mexico: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 89: Others: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 90: Others: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 91: Middle East and Africa: Smart Transportation Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 92: Middle East and Africa: Smart Transportation Market: Breakup by Country (in %), 2022
  • Figure 93: Middle East and Africa: Smart Transportation Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 94: Global: Smart Transportation Industry: SWOT Analysis
  • Figure 95: Global: Smart Transportation Industry: Value Chain Analysis
  • Figure 96: Global: Smart Transportation Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Smart Transportation Market: Key Industry Highlights, 2022 and 2028
  • Table 2: Global: Smart Transportation Market Forecast: Breakup by Solution (in Million US$), 2023-2028
  • Table 3: Global: Smart Transportation Market Forecast: Breakup by Services (in Million US$), 2023-2028
  • Table 4: Global: Smart Transportation Market Forecast: Breakup by Transportation Mode (in Million US$), 2023-2028
  • Table 5: Global: Smart Transportation Market Forecast: Breakup by Application (in Million US$), 2023-2028
  • Table 6: Global: Smart Transportation Market Forecast: Breakup by Region (in Million US$), 2023-2028
  • Table 7: Global: Smart Transportation Market: Competitive Structure
  • Table 8: Global: Smart Transportation Market: Key Players