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訊號產生器市場預測(至 2032 年):按類型、頻率範圍、技術、應用、最終用戶和地區進行的全球分析

Signal Generator Devices Market Forecasts to 2032 - Global Analysis By Type, Frequency Range, Technology, Application, End User and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據 Stratistics MRC 的數據,全球訊號產生器市場預計在 2025 年達到 21 億美元,到 2032 年將達到 40 億美元,預測期內的複合年成長率為 9.2%。

訊號產生器是一種電子設備,可產生具有特定特性(例如振幅、頻率和波形)的電訊號。這些訊號可以是正弦波、方波、三角波或任意波形,用於類比輸入,以測試、校準和排除電子電路和系統的故障。訊號產生器在通訊、聲學工程和射頻應用的研究、開發和維護中發揮重要作用。訊號產生器可以產生類比訊號和數位訊號,並且通常具有 AM、FM 和 PM 等調變功能。現代訊號產生器由微處理器控制,可進行精確調諧並整合到自動化測試裝置中,從而提高準確性和可重複性。

電訊擴充與5G部署

全球通訊基礎設施的快速擴張和5G部署的加速是訊號產生器市場成長的主要催化劑。隨著通訊業者升級其網路以支援更快的數據速率和低延遲應用,對精密射頻測試工具的需求日益成長。訊號產生器能夠檢驗5G所必需的複雜調變格式和多頻段頻率。整合到自動化測試環境中可確保擴充性和可靠性,使其成為通訊系統研發、製造和現場測試的關鍵,從而推動市場擴張。

先進設備高成本

儘管技術不斷進步,但先進訊號產生器所需的高額資本投入仍然是一大障礙。具有寬頻率範圍、低相位雜訊和先進調變功能的高階型號通常超出了中小企業的預算限制。此外,維護和校準成本也會增加整體擁有成本。這些經濟障礙可能會延長採購週期,並限制成本敏感型產業的採用,尤其是在測試基礎設施受限的新興市場。

進階測試和校準需求

航太、汽車和物聯網領域電子系統日益複雜,推動了對先進測試和校準解決方案的需求。訊號產生器對於模擬真實訊號環境至關重要,能夠準確檢驗組件和系統。隨著對可靠性、安全性和合規性的日益重視,各行各業紛紛投資於支援任意波形產生、多通道輸出和數位調變的高效能產生器。這一趨勢為提供可擴展、軟體定義測試平台的供應商創造了豐厚的商機。

複雜整合

整合複雜性會減慢部署速度並增加營運成本,對訊號產生器市場構成重大障礙。與舊有系統的兼容性問題、碎片化的通訊協定以及高級配置的陡峭學習曲線阻礙了其應用,尤其是在資源受限的環境中。這些挑戰降低了測試設定的效率,並限制了整個產業的可擴展性。如果沒有精簡的互通性和易於使用的介面,市場成長可能會受到技術瓶頸和較長的引進週期的限制。

COVID-19的影響

新冠疫情最初擾亂了供應鏈,並減緩了電子測試領域的資本投資。然而,它加速了數位轉型和遠距離診斷,間接刺激了對可程式訊號產生器的需求。各行各業優先考慮具有遠端控制功能和雲端基礎功能的彈性測試裝置。疫情後的復甦見證了電訊和國防領域的投資復甦,訊號產生器在不斷變化的營運限制中,在確保性能、合規性和創新的連續性方面發揮關鍵作用。

預計預測期內,射頻訊號產生器市場規模最大

射頻訊號產生器領域預計將在預測期內佔據最大的市場佔有率,這得益於其在無線通訊測試中的關鍵作用。隨著5G、衛星系統、雷達和物聯網等應用的不斷擴展,射頻產生器可提供高頻率精度、低相位雜訊和豐富的調變格式。其模擬複雜射頻環境的能力對於檢驗訊號完整性、頻譜效率和設備互通性至關重要。頻率捷變性和軟體控制的持續創新進一步鞏固了公司在電訊和國防領域的領先地位。

預計設計和測試部分在預測期內將實現最高複合年成長率

預計在預測期內,設計和測試領域將實現最高成長率,這得益於產品開發週期中對強大檢驗工具日益成長的需求。訊號產生器對於電子系統的原型製作、調試和效能基準測試至關重要。隨著業界採用敏捷開發和快速迭代模型,對靈活可編程訊號源的需求日益成長。增強型波形生成、多域模擬以及與自動化測試套件的整合,使該領域成為技術創新和品質保證的策略推動者。

最大佔有率區域:

由於快速的工業化、電訊的擴張以及中國、日本、韓國和印度等電子製造中心的崛起,預計亞太地區將在預測期內佔據最大的市場佔有率。政府支持5G、智慧基礎設施和半導體創新的措施正在推動對先進測試設備的需求。該地區擁有大量的原始設備製造商和研發中心,加上對航太和汽車電子領域投資的不斷增加,鞏固了其市場主導地位和長期成長潛力。

複合年成長率最高的地區:

在預測期內,北美預計將憑藉其在國防、航太和下一代無線系統領域的技術領先地位,實現最高的複合年成長率。該地區對精密測試、法規遵循以及毫米波和量子技術創新的關注,正在推動高性能訊號產生器的普及。對6G研究、自主系統和網路安全測試的策略性投資將進一步推動成長。強大的基礎設施、熟練的勞動力和強大的供應商網路,使北美成為先進訊號產生解決方案的強勁成長引擎。

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  • 公司簡介
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  • 區域細分
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    • 根據產品系列、地理分佈和策略聯盟對主要企業基準化分析

目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 數據分析
    • 數據檢驗
    • 研究途徑
  • 研究材料
    • 主要研究資料
    • 次級研究資訊來源
    • 先決條件

第3章市場走勢分析

  • 驅動程式
  • 抑制因素
  • 機會
  • 威脅
  • 技術分析
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19的影響

第4章 波特五力分析

  • 供應商的議價能力
  • 買方的議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭對手之間的競爭

第5章全球訊號產生器市場類型

  • 射頻訊號產生器
  • 微波訊號產生器
  • 任意波形產生器
  • 函數產生器
  • 向量訊號產生器

6. 全球訊號產生器市場(依頻率範圍)

  • 1GHz~6GHz
  • 6GHz~20GHz
  • 20GHz或更高

7. 全球訊號產生器市場(按分銷管道)

  • 直銷
  • 分銷商和經銷商
  • 網上銷售

8. 全球訊號產生器市場(按技術)

  • 類比訊號產生器
  • 數位訊號產生器

9. 全球訊號產生器市場(按應用)

  • 設計和測試
  • 製造業
  • 故障排除
  • 維修和保養
  • 研究與開發
  • 其他用途

第 10 章全球訊號產生器市場(按最終用戶)

  • 通訊
  • 電子設備製造業
  • 航太和國防
  • 教育研究所
  • 醫療保健和醫療設備
  • 工業部門
  • 其他最終用戶

第 11 章全球訊號產生器市場(按地區)

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲地區

第12章 重大進展

  • 協議、夥伴關係、合作和合資企業
  • 收購與合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第13章:企業概況

  • Rohde & Schwarz
  • Tektronix
  • Anritsu
  • National Instruments(NI)
  • Tabor Electronics
  • Siglent Technologies
  • RIGOL Technologies
  • GW Instek
  • Chroma ATE
  • Viavi Solutions
  • Aaronia AG
  • Aim-TTi
  • B&K Precision
  • Stanford Research Systems
  • Keysight Technologies
Product Code: SMRC30796

According to Stratistics MRC, the Global Signal Generator Market is accounted for $2.1 billion in 2025 and is expected to reach $4.0 billion by 2032 growing at a CAGR of 9.2% during the forecast period. A signal generator is an electronic device that produces electrical signals with defined characteristics such as amplitude, frequency, and waveform shape. These signals-ranging from sine, square, triangular, or arbitrary waveforms-are used to simulate inputs for testing, calibrating, and troubleshooting electronic circuits and systems. Signal generators play a vital role in research, development, and maintenance across telecommunications, audio engineering, and RF applications. They can generate both analog and digital signals, often with modulation capabilities like AM, FM, or PM. Modern signal generators are microprocessor-controlled, offering precise adjustments and integration into automated test setups for enhanced accuracy and repeatability.

Market Dynamics:

Driver:

Telecom Expansion & 5G Rollout

The global surge in telecom infrastructure and accelerated 5G deployment is a key growth catalyst for the signal generator market. As operators upgrade networks to support higher data rates and low-latency applications, demand for precise RF testing tools intensifies. Signal generators enable validation of complex modulation schemes and multi-band frequencies essential for 5G. Their integration into automated test environments ensures scalability and reliability, making them indispensable across R&D, manufacturing, and field testing in telecom ecosystems, thus it drives the market expansion.

Restraint:

High Cost of Advanced Equipment

Despite technological advancements, the high capital investment required for sophisticated signal generators remains a significant barrier. Premium models with wide frequency ranges, low phase noise, and advanced modulation capabilities often exceed budget constraints for small and mid-sized enterprises. Additionally, maintenance and calibration costs add to the total cost of ownership. This financial hurdle can delay procurement cycles and limit adoption in cost-sensitive sectors, particularly in emerging markets with constrained testing infrastructure.

Opportunity:

Advanced Testing & Calibration Needs

The growing complexity of electronic systems across aerospace, automotive, and IoT domains is driving demand for advanced testing and calibration solutions. Signal generators are pivotal in simulating real-world signal environments, enabling precise validation of components and systems. With increasing emphasis on reliability, safety, and compliance, industries are investing in high-performance generators that support arbitrary waveform generation, multi-channel outputs, and digital modulation. This trend opens lucrative opportunities for vendors offering scalable, software-defined test platforms.

Threat:

Complexity in Integration

Integration complexity poses a significant hindrance to the signal generator market by slowing deployment and increasing operational costs. Compatibility issues with legacy systems, fragmented protocols, and steep learning curves for advanced configurations deter adoption, especially in resource-constrained environments. These challenges reduce efficiency in test setups and limit scalability across industries. Without streamlined interoperability and user-friendly interfaces, market growth risks being constrained by technical bottlenecks and prolonged implementation cycles.

Covid-19 Impact

The COVID-19 pandemic initially disrupted supply chains and delayed capital expenditures in electronics testing. However, it also accelerated digital transformation and remote diagnostics, indirectly boosting demand for programmable signal generators. Industries prioritized resilient testing setups with remote control capabilities and cloud-based calibration. Post-pandemic recovery has seen renewed investment in telecom and defense sectors, where signal generators play a critical role in ensuring performance, compliance, and innovation continuity under evolving operational constraints.

The RF signal generators segment is expected to be the largest during the forecast period

The RF signal generators segment is expected to account for the largest market share during the forecast period, due to their critical role in wireless communication testing. With expanding applications in 5G, satellite systems, radar, and IoT, RF generators offer high-frequency precision, low phase noise, and versatile modulation formats. Their ability to simulate complex RF environments makes them essential for validating signal integrity, spectrum efficiency, and device interoperability. Continuous innovation in frequency agility and software control further reinforces their leadership across telecom and defense verticals.

The designing & testing segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the designing & testing segment is predicted to witness the highest growth rate, due to rising demand for robust validation tools in product development cycles. Signal generators are integral to prototyping, debugging, and performance benchmarking of electronic systems. As industries adopt agile development and rapid iteration models, the need for flexible, programmable signal sources grows. Enhanced waveform generation, multi-domain simulation, and integration with automated test suites position this segment as a strategic enabler of innovation and quality assurance.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share due to rapid industrialization, telecom expansion, and electronics manufacturing hubs in China, Japan, South Korea, and India. Government initiatives supporting 5G, smart infrastructure, and semiconductor innovation are driving demand for advanced testing equipment. The region's strong presence of OEMs and R&D centers, coupled with rising investments in aerospace and automotive electronics, reinforces its dominant market position and long-term growth potential.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, owing to technological leadership in defense, aerospace, and next-gen wireless systems. The region's emphasis on precision testing, regulatory compliance, and innovation in mmWave and quantum technologies drives adoption of high-performance signal generators. Strategic investments in 6G research, autonomous systems, and cybersecurity testing further amplify growth. Robust infrastructure, skilled workforce, and strong vendor presence position North America as a dynamic growth engine for advanced signal generation solutions.

Key players in the market

Some of the key players profiled in the Signal Generator Market include Rohde & Schwarz, Tektronix, Anritsu, National Instruments (NI), Tabor Electronics, Siglent Technologies, RIGOL Technologies, GW Instek, Chroma ATE, Viavi Solutions, Aaronia AG, Aim-TTi, B&K Precision, Stanford Research Systems and Keysight Technologies.

Key Developments:

In January 2025, Anritsu partnered with Synopsys and Tektronix to showcase PCIe 6.0/7.0 signal integrity solutions, including live demonstrations of PAM4 signal testing and PHY IP verification.

In November 2024, Tektronix unveils its TICP IsoVu(TM) RF-isolated current probes and EA-PSB 20000 Triple bidirectional power supply-tools that raze the boundaries between safety and precision, forging a compact, high-density future for engineers charging ahead in electrification's relentless symphony.

Types Covered:

  • RF Signal Generators
  • Microwave Signal Generators
  • Arbitrary Waveform Generators
  • Function Generators
  • Vector Signal Generators

Frequency Ranges Covered:

  • 1 GHz - 6 GHz
  • 6 GHz - 20 GHz
  • Above 20 GHz

Distribution Channels Covered:

  • Direct Sales
  • Distributors & Resellers
  • Online Sales

Technologies Covered:

  • Analog Signal Generators
  • Digital Signal Generators

Applications Covered:

  • Designing & Testing
  • Manufacturing
  • Troubleshooting
  • Repair & Maintenance
  • Research & Development
  • Other Applications

End Users Covered:

  • Telecommunications
  • Electronics Manufacturing
  • Aerospace & Defense
  • Automotive
  • Education & Research Institutes
  • Healthcare & Medical Devices
  • Industrial Sector
  • Other End Users

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 Technology Analysis
  • 3.7 Application Analysis
  • 3.8 End User Analysis
  • 3.9 Emerging Markets
  • 3.10 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 Signal Generator Market, By Type

  • 5.1 Introduction
  • 5.2 RF Signal Generators
  • 5.3 Microwave Signal Generators
  • 5.4 Arbitrary Waveform Generators
  • 5.5 Function Generators
  • 5.6 Vector Signal Generators

6 Global Signal Generator Market, By Frequency Range

  • 6.1 Introduction
  • 6.2 1 GHz - 6 GHz
  • 6.3 6 GHz - 20 GHz
  • 6.4 Above 20 GHz

7 Global Signal Generator Market, By Distribution Channel

  • 7.1 Introduction
  • 7.2 Direct Sales
  • 7.3 Distributors & Resellers
  • 7.4 Online Sales

8 Global Signal Generator Market, By Technology

  • 8.1 Introduction
  • 8.2 Analog Signal Generators
  • 8.3 Digital Signal Generators

9 Global Signal Generator Market, By Application

  • 9.1 Introduction
  • 9.2 Designing & Testing
  • 9.3 Manufacturing
  • 9.4 Troubleshooting
  • 9.5 Repair & Maintenance
  • 9.6 Research & Development
  • 9.7 Other Applications

10 Global Signal Generator Market, By End User

  • 10.1 Introduction
  • 10.2 Telecommunications
  • 10.3 Electronics Manufacturing
  • 10.4 Aerospace & Defense
  • 10.5 Automotive
  • 10.6 Education & Research Institutes
  • 10.7 Healthcare & Medical Devices
  • 10.8 Industrial Sector
  • 10.9 Other End Users

11 Global Signal Generator Market, By Geography

  • 11.1 Introduction
  • 11.2 North America
    • 11.2.1 US
    • 11.2.2 Canada
    • 11.2.3 Mexico
  • 11.3 Europe
    • 11.3.1 Germany
    • 11.3.2 UK
    • 11.3.3 Italy
    • 11.3.4 France
    • 11.3.5 Spain
    • 11.3.6 Rest of Europe
  • 11.4 Asia Pacific
    • 11.4.1 Japan
    • 11.4.2 China
    • 11.4.3 India
    • 11.4.4 Australia
    • 11.4.5 New Zealand
    • 11.4.6 South Korea
    • 11.4.7 Rest of Asia Pacific
  • 11.5 South America
    • 11.5.1 Argentina
    • 11.5.2 Brazil
    • 11.5.3 Chile
    • 11.5.4 Rest of South America
  • 11.6 Middle East & Africa
    • 11.6.1 Saudi Arabia
    • 11.6.2 UAE
    • 11.6.3 Qatar
    • 11.6.4 South Africa
    • 11.6.5 Rest of Middle East & Africa

12 Key Developments

  • 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 12.2 Acquisitions & Mergers
  • 12.3 New Product Launch
  • 12.4 Expansions
  • 12.5 Other Key Strategies

13 Company Profiling

  • 13.1 Rohde & Schwarz
  • 13.2 Tektronix
  • 13.3 Anritsu
  • 13.4 National Instruments (NI)
  • 13.5 Tabor Electronics
  • 13.6 Siglent Technologies
  • 13.7 RIGOL Technologies
  • 13.8 GW Instek
  • 13.9 Chroma ATE
  • 13.10 Viavi Solutions
  • 13.11 Aaronia AG
  • 13.12 Aim-TTi
  • 13.13 B&K Precision
  • 13.14 Stanford Research Systems
  • 13.15 Keysight Technologies

List of Tables

  • Table 1 Global Signal Generator Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Signal Generator Market Outlook, By Type (2024-2032) ($MN)
  • Table 3 Global Signal Generator Market Outlook, By RF Signal Generators (2024-2032) ($MN)
  • Table 4 Global Signal Generator Market Outlook, By Microwave Signal Generators (2024-2032) ($MN)
  • Table 5 Global Signal Generator Market Outlook, By Arbitrary Waveform Generators (2024-2032) ($MN)
  • Table 6 Global Signal Generator Market Outlook, By Function Generators (2024-2032) ($MN)
  • Table 7 Global Signal Generator Market Outlook, By Vector Signal Generators (2024-2032) ($MN)
  • Table 8 Global Signal Generator Market Outlook, By Frequency Range (2024-2032) ($MN)
  • Table 9 Global Signal Generator Market Outlook, By 1 GHz - 6 GHz (2024-2032) ($MN)
  • Table 10 Global Signal Generator Market Outlook, By 6 GHz - 20 GHz (2024-2032) ($MN)
  • Table 11 Global Signal Generator Market Outlook, By Above 20 GHz (2024-2032) ($MN)
  • Table 12 Global Signal Generator Market Outlook, By Distribution Channel (2024-2032) ($MN)
  • Table 13 Global Signal Generator Market Outlook, By Direct Sales (2024-2032) ($MN)
  • Table 14 Global Signal Generator Market Outlook, By Distributors & Resellers (2024-2032) ($MN)
  • Table 15 Global Signal Generator Market Outlook, By Online Sales (2024-2032) ($MN)
  • Table 16 Global Signal Generator Market Outlook, By Technology (2024-2032) ($MN)
  • Table 17 Global Signal Generator Market Outlook, By Analog Signal Generators (2024-2032) ($MN)
  • Table 18 Global Signal Generator Market Outlook, By Digital Signal Generators (2024-2032) ($MN)
  • Table 19 Global Signal Generator Market Outlook, By Application (2024-2032) ($MN)
  • Table 20 Global Signal Generator Market Outlook, By Designing & Testing (2024-2032) ($MN)
  • Table 21 Global Signal Generator Market Outlook, By Manufacturing (2024-2032) ($MN)
  • Table 22 Global Signal Generator Market Outlook, By Troubleshooting (2024-2032) ($MN)
  • Table 23 Global Signal Generator Market Outlook, By Repair & Maintenance (2024-2032) ($MN)
  • Table 24 Global Signal Generator Market Outlook, By Research & Development (2024-2032) ($MN)
  • Table 25 Global Signal Generator Market Outlook, By Other Applications (2024-2032) ($MN)
  • Table 26 Global Signal Generator Market Outlook, By End User (2024-2032) ($MN)
  • Table 27 Global Signal Generator Market Outlook, By Telecommunications (2024-2032) ($MN)
  • Table 28 Global Signal Generator Market Outlook, By Electronics Manufacturing (2024-2032) ($MN)
  • Table 29 Global Signal Generator Market Outlook, By Aerospace & Defense (2024-2032) ($MN)
  • Table 30 Global Signal Generator Market Outlook, By Automotive (2024-2032) ($MN)
  • Table 31 Global Signal Generator Market Outlook, By Education & Research Institutes (2024-2032) ($MN)
  • Table 32 Global Signal Generator Market Outlook, By Healthcare & Medical Devices (2024-2032) ($MN)
  • Table 33 Global Signal Generator Market Outlook, By Industrial Sector (2024-2032) ($MN)
  • Table 34 Global Signal Generator Market Outlook, By Other End Users (2024-2032) ($MN)

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