Microelectromechanical System (MEMS) Sensor Market | [2031]
Microelectromechanical System (MEMS) Sensor Market | [2031]
Segments - Microelectromechanical System (MEMS) Sensor Market by Sensor Type (Accelerometers, Motion Sensors, Humidity Sensors, Inertial Sensors, Pressure Sensors, Optical Sensors, Ultrasonic Sensors, Proximity Sensors, Temperature Sensors, Environmental Sensors, Gas Sensors, and Others), Application (Consumer Electronics, Automotive, Industrial, Aerospace and Defense, Healthcare, Telecommunication, and Others), and Region (Asia Pacific, North America, Latin America, Europe, and Middle East & Africa) - Global Industry Analysis, Growth, Share, Size, Trends, and Forecast 2023 – 2031
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Report Description
Microelectromechanical System (MEMS) Sensor Market Outlook 2031
The global microelectromechanical system (MEMS) sensor market size was USD 83.02 Billion in 2022 and is likely to reach USD 173 Billion by 2031, expanding at a CAGR of 8.5% during 2023–2031. The market growth is attributed to the increasing adoption of mobile phones and growing demand for consumer electronics.
Increasing adoption of mobile phones is expected to boost the demand for microelectromechanical system sensors. MEMS sensors are installed in mobile phones to track different motions,such asshaking, tilting, swinging, and rotating, which accordingly changes the orientation of mobile phones. Moreover, the compass app in mobile phones requires MEMS sensors to determine user location with respect to magnetic north. Therefore, the rising adoption of mobile phones is estimated to propel the market. For instance,
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According to a report, the number of mobile devices operating across the world was 15 billion in 2021 and is expected to reach 18.22 billion by 2025.
Microelectromechanical systems (MEMS) sensors are made up of electronic and mechanical components that sense acceleration, rotation, angular rate, vibration, and displacement. Accelerometers, motion sensors, humidity sensors, inertial sensors, pressure sensors, optical sensors, ultrasonic sensors, proximity sensors, and temperature sensors are some types of microelectromechanical systems sensors. MEMS sensors are widely used in electronic, automotive, industrial, aerospace and defense, healthcare, telecommunication, and other industries to measure acceleration, tilt, vibration, and movement.
Growing demand for consumer electronics is projected to drive the market. Microelectromechanical systems (MEMS) sensors are utilized in consumer electronics devices, such as smartphones, gaming consoles, and tablets, to provide a variety of features, including vibration sensing, tilt detection, and motion tracking. Moreover, humidity sensor, a type of MEMS sensor, isused in air conditioners to control the humidity level in a room, which increases their adoption in consumer electronics.
The COVID-19 pandemic hampered the demand for microelectromechanical system (MEMS) sensors. Governments around the world witnessed the severity of COVID-19 infection, which encouraged them to impose lockdowns and social distancing. This hindered the production of MEMS sensors. Moreover, the shortage of labor and the closure of international trade impeded the production of motor vehicles, which hampered the demand for microelectromechanical system sensors, as these sensors are used in vehicles to measure acceleration and temperature of the engine, there by improving performance and lifetime. For instance,
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According to the International Organization of Motor Vehicle Manufacturers, a 16% decline was registeredin global auto production in 2020.
Impact of Artificial Intelligence (AI) on Microelectromechanical System (MEMS) Sensor
The implementation of artificial intelligence in microelectromechanical system sensors creates immense opportunities in the market. AI in microelectromechanical system sensors provides significant benefits, such as efficient estimation, process optimization, product improvement, handling complex data, performing root cause analysis, automation, fault diagnosis and detection, and drift compensation. Companies in the market are introducing AI-powered MEMS sensors, enabling electronic systems to respond quickly to external events while lowering power consumption. For instance,
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On March 21, 2023, ST Microelectronics amultinational technology company, launched LIS2DUX12 and LIS2DUXS12 accelerometers with advanced processing engines. LIS2DUX12 and LIS2DUXS12 are powered by artificial intelligence and machine learning algorithmsto respond quickly to external events while lowering power consumption.
Microelectromechanical System (MEMS) Sensor Market Dynamics
Major Drivers
Growing automobile industry is expected to boost the demand for microelectromechanical system sensors. MEMS sensors are used in automobiles to measure changes in speed or direction. It is also used in the airbags of vehicles to detect the crash accurately, which increases their adoption in automobiles. For instance,
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According to a report published by European Automobile Manufacturers Association, 85.4 million motor vehicles were produced worldwide in 2022, an increase of 5.7% as compared to 2021.
Increasing adoption of robots around the world by several industries is anticipated to drive the market. MEMS sensors are used in robots to detect contact forces and measure robot velocity and rotational speed, which enable robots to perform desired tasks in unstructured environments without continuous human guidance. Thus, the growing adoption of robots is propelling the market. For instance,
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As per the report published by the International Federation of Robotics on February 16, 2023, around3.5 million robots are operational globally.
Existing Restraints
Parasitic capacitance and mechanical damage associated with microelectromechanical system sensors are expected to restrict the market. Moreover, fabrication and assembly unit costs are high for producing few quantities of MEMS, which encourages small and medium-sized businesses to reduce their adoption.
Emerging Opportunities
Increasing investment in R&D activities by key market players to develop and introduce water-resistant MEMS sensors with high accuracy and superior environmental robustnes screates a lucrative opportunity in the market. For instance, on May 30, 2023, ST Microelectronics a multinational technology company, introduced the ILPS28QSW market-first waterproof MEMS pressure sensor with 10-year longevity. This sensor provides absolute pressure readings, accurate to within 0.5 hPa, and has a wide operating temperature range, -40°C to 105°C.
Scope of the Microelectromechanical System (MEMS) Sensor Market Report
The report on the market includes an assessment of the market, trends, segments, and regional markets. Overview and dynamics have also been included in the report.
|
Attributes |
Details |
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Report Title |
Microelectromechanical System (MEMS) Sensor Market- Global Industry Analysis, Growth, Share, Size, Trends, and Forecast |
|
Base Year |
2022 |
|
Historic Data |
2016–2021 |
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Forecast Period |
2023–2031 |
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Segmentation |
Sensor Type (Accelerometers, Motion Sensors, Humidity Sensors, Inertial Sensors, Pressure Sensors, Optical Sensors, Ultrasonic Sensors, Proximity Sensors, Temperature Sensors, Environmental Sensors, Gas Sensors, and Others) andApplication (Consumer Electronics, Automotive, Industrial, Aerospace and Defense, Healthcare, Telecommunication, and Others) |
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Regional Scope |
Asia Pacific, North America, Latin America, Europe, and Middle East & Africa |
|
Report Coverage |
Company Share, Market Analysis and Size, Competitive Landscape, Growth Factors, and Trends, and Revenue Forecast |
|
Key Players Covered in the Report |
Analog Devices, Inc.; Bosch Limited;Brüel & Kjær;Broadcom; Honeywell International Inc; Knowles Electronics, LLC; NXP Semiconductors; Panasonic Corporation; STMicroelectronics; Texas Instruments Incorporated; and TE Connectivity |
Market Segment Insights
Sensors Type Segment Analysis
Based on sensor type, the microelectromechanical system (MEMS) sensors market is categorized into accelerometers, motion sensors, humidity sensors, inertial sensors, pressure sensors, optical sensors, ultrasonic sensors, proximity sensors, temperature sensors, environmental sensors, gas sensors, and others. The accelerometers segment dominated the market in 2022, due to its simple interface, high frequency, and rugged design for use in challenging environments. Accelerometers have the ability to distinguish between walking and running on level terrain, which increases their adoption in smart portable devices such as smartphones, smartwatches, and others. Accelerometers are effective in detecting vibration on a range of rotating machines, which increases their demand in several industries. Moreover, ongoing R&D activities by key market players to develop and introduce accelerometer sensors are propelling the market. For instance,
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On February 15, 2023, TDK Corporation a Japan-based multinational electronics corporation that manufactures electronic components, launched AXO301 and AXO305 high-resolution and high-performance accelerometers for railway,land, marine, robotics, and industrial systems.
The gas sensors segment is anticipated to grow at a rapidpace in the coming years, owing to its ability to detect toxic or explosive gases. Gas sensors detect toxic gases and measure gas concentration in the environment. Gas sensors are heavily adopted in manufacturing units to identify gas leaks, and to detect smoke and carbon monoxide in surroundings. Thus, rapid industrialization and growing infrastructure around the globe are projected to boost the demand for gas sensors.
Application Segment Analysis
In terms of application, the global market is segregated into consumer electronics, automotive, industrial, aerospace and defense, healthcare, telecommunication, and others. The consumer electronics segment accounted for a major share of the market in 2022, due to the increasing adoption of mobile phones, air conditioners, set-top boxes (STB),wearable devices, security cameras, home appliances, and robotics. MEMS sensors are utilized in consumer electronics to measure acceleration, tilt, vibration, and movement to provide motion detection and stability control capabilities. Thus, the increasing adoption of consumer electronics is expected to enhance the demand for microelectromechanical system sensors. For instance,
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As per a report, the revenue from the consumer electronics sector is estimated to amount to USD 1.2 trillion in 2028, expanding at a CAGR of 12.21%.
The telecommunication segment is projected to grow at a rapid pace during the assessment period, owing to the increasing demand for communication, expanding 4G and 5G network coverage, and growing penetration of the internet. MEMS sensors are used along the transmission line in telecommunication. It is used in the implementation of tunable filters, optical switches, dynamic gain equalizers, tunable lasers, and attenuators, which increases their demand in the telecommunication industry.
Regional Outlook
Based on region, the microelectromechanical system (MEMS) sensors market is divided into Asia Pacific, North America, Latin America, Europe, and Middle East & Africa. North America held a large market share in 2022, due to the technological advancements and the presence of key market players, such as Analog Devices, Inc., Texas Instruments Incorporated,Broadcom, and Honeywell International Inc. Moreover, the rising adoption of autonomous vehicles in the region is propelling the need for microelectromechanical system sensors, as these sensors are used in autonomous vehicles to measure staticor dynamic acceleration so that the connected electric control units trigger necessary actions in real time. For instance,
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As per a report, around 20.8 million autonomous vehicles are expected to be in operation in the US by 2030.
The market in Asia Pacific is anticipated to expand at a high CAGR in the coming years, owing to the growing automotive sector and rising sales of consumer electronics. Moreover, the increasing penetration of smartphones in the region is projected to boost the demand for microelectromechanical system sensors,as these sensors are widely used in smartphones totrack different motions such asshaking, tilting, and swinging for changing the orientation of the smartphone. For instance,
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According to a report, the penetration rate of smartphones in Asia Pacific reached 76% in 2022 and is estimated to reach 90% by 2030
Segments
The microelectromechanical system (MEMS) sensor market has been segmented on the basis of
Sensor Type
- Accelerometers
- Motion Sensors
- Humidity Sensors
- Inertial Sensors
- Pressure Sensors
- Optical Sensors
- Ultrasonic Sensors
- Proximity Sensors
- Temperature Sensors
- Environmental Sensors
- Gas Sensors
- Others
Application
- Consumer Electronics
- Automotive
- Industrial
- Aerospace and Defense
- Healthcare
- Telecommunication
- Others
Region
- Asia Pacific
- North America
- Latin America
- Europe
- Middle East & Africa
Key Players
- Analog Devices, Inc
- Bosch Limited
- Brüel & Kjær
- Broadcom
- Honeywell International Inc
- Knowles Electronics, LLC
- NXP Semiconductors
- Panasonic Corporation
- STMicroelectronics
- Texas Instruments Incorporated
- TE Connectivity
Competitive Landscape
Key players competing in the global market are Analog Devices, Inc.; Bosch Limited;Brüel & Kjær;Broadcom; Honeywell International Inc; Knowles Electronics, LLC; NXP Semiconductors; Panasonic Corporation; STMicroelectronics; Texas Instruments Incorporated; and TE Connectivity
These companies adopted several development strategies, including collaboration, product launches, mergers, acquisitions, partnerships, and production expansion, to expand their consumer base globally. For instance,
- On October 20, 2022, Bosch Limited, a Germany-based multinational engineering and technology company, introduced BMI323, a MEMS motion sensor. BMI323 combines precise acceleration and angular rate (gyroscopic) measurement with intelligent integrated features that are triggered by motion.
- On February 18, 2022, Brüel & Kjær, a globalleader in vibration and sound measurement equipment, launched VSI-101 and VSI-201, micro-electro-mechanical system sensors (MEMS). These sensors are compact, affordable, and simple to use, thereby helping industrial users achieve high performance levels.
Table Of Content
1. Executive Summary2. Assumptions and Acronyms Used
3. Research Methodology
4. Microelectromechanical System (MEMS) Sensor Market Overview
4.1. Introduction
4.1.1. Market Taxonomy
4.1.2. Market Definition
4.2. Macro-Economic Factors
4.2.1. Industry Outlook
4.3. Microelectromechanical System (MEMS) Sensor Market Dynamics
4.3.1. Market Drivers
4.3.2. Market Restraints
4.3.3. Opportunity
4.3.4. Market Trends
4.4. Microelectromechanical System (MEMS) Sensor Market - Supply Chain
4.5. Global Microelectromechanical System (MEMS) Sensor Market Forecast
4.5.1. Microelectromechanical System (MEMS) Sensor Market Size (US$ Mn) and Y-o-Y Growth
4.5.2. Microelectromechanical System (MEMS) Sensor Market Size (000’ Units) and Y-o-Y Growth
4.5.3. Microelectromechanical System (MEMS) Sensor Market Absolute $ Opportunity
5. Global Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast by Types
5.1. Market Trends
5.2. Introduction
5.2.1. Basis Point Share (BPS) Analysis by Types
5.2.2. Y-o-Y Growth Projections by Types
5.3. Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Types
5.3.1. Accelerometers
5.3.2. Motion Sensors
5.3.3. Humidity Sensors
5.3.4. Inertial Sensors
5.3.5. Pressure Sensors
5.3.6. Optical Sensors
5.3.7. Ultrasonic Sensors
5.4. Absolute $ Opportunity Assessment by Types
5.5. Market Attractiveness/Growth Potential Analysis by Types
6. Global Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast by Applications
6.1. Market Trends
6.2. Introduction
6.2.1. Basis Point Share (BPS) Analysis by Applications
6.2.2. Y-o-Y Growth Projections by Applications
6.3. Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Applications
6.3.1. Consumer Electronics
6.3.2. Automotive
6.3.3. Industrial
6.3.4. Aerospace and Defense
6.3.5. Healthcare
6.3.6. Telecommunication
6.3.7. Others
6.4. Absolute $ Opportunity Assessment by Applications
6.5. Market Attractiveness/Growth Potential Analysis by Applications
7. Global Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast by Region
7.1. Market Trends
7.2. Introduction
7.2.1. Basis Point Share (BPS) Analysis by Region
7.2.2. Y-o-Y Growth Projections by Region
7.3. Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Region
7.3.1. North America
7.3.2. Latin America
7.3.3. Europe
7.3.4. Asia Pacific
7.3.5. Middle East and Africa (MEA)
7.4. Absolute $ Opportunity Assessment by Region
7.5. Market Attractiveness/Growth Potential Analysis by Region
7.6. Global Microelectromechanical System (MEMS) Sensor Demand Share Forecast, 2019-2026
8. North America Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast
8.1. Introduction
8.1.1. Basis Point Share (BPS) Analysis by Country
8.1.2. Y-o-Y Growth Projections by Country
8.2. North America Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Country
8.2.1. U.S.
8.2.2. Canada
8.3. Absolute $ Opportunity Assessment by Country
8.4. North America Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Types
8.4.1. Accelerometers
8.4.2. Motion Sensors
8.4.3. Humidity Sensors
8.4.4. Inertial Sensors
8.4.5. Pressure Sensors
8.4.6. Optical Sensors
8.4.7. Ultrasonic Sensors
8.5. Basis Point Share (BPS) Analysis by Types
8.6. Y-o-Y Growth Projections by Types
8.7. North America Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Applications
8.7.1. Consumer Electronics
8.7.2. Automotive
8.7.3. Industrial
8.7.4. Aerospace and Defense
8.7.5. Healthcare
8.7.6. Telecommunication
8.7.7. Others
8.8. Basis Point Share (BPS) Analysis by Applications
8.9. Y-o-Y Growth Projections by Applications
8.10. Market Attractiveness/Growth Potential Analysis
8.10.1. By Country
8.10.2. By Product Type
8.10.3. By Application
8.11. North America Microelectromechanical System (MEMS) Sensor Demand Share Forecast, 2019-2026
9. Latin America Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast
9.1. Introduction
9.1.1. Basis Point Share (BPS) Analysis by Country
9.1.2. Y-o-Y Growth Projections by Country
9.1.3. Latin America Average Pricing Analysis
9.2. Latin America Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Country
9.2.1. Brazil
9.2.2. Mexico
9.2.3. Rest of Latin America
9.3. Absolute $ Opportunity Assessment by Country
9.4. Latin America Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Types
9.4.1. Accelerometers
9.4.2. Motion Sensors
9.4.3. Humidity Sensors
9.4.4. Inertial Sensors
9.4.5. Pressure Sensors
9.4.6. Optical Sensors
9.4.7. Ultrasonic Sensors
9.5. Basis Point Share (BPS) Analysis by Types
9.6. Y-o-Y Growth Projections by Types
9.7. Latin America Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Applications
9.7.1. Consumer Electronics
9.7.2. Automotive
9.7.3. Industrial
9.7.4. Aerospace and Defense
9.7.5. Healthcare
9.7.6. Telecommunication
9.7.7. Others
9.8. Basis Point Share (BPS) Analysis by Applications
9.9. Y-o-Y Growth Projections by Applications
9.10. Market Attractiveness/Growth Potential Analysis
9.10.1. By Country
9.10.2. By Product Type
9.10.3. By Application
9.11. Latin America Microelectromechanical System (MEMS) Sensor Demand Share Forecast, 2019-2026
10. Europe Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast
10.1. Introduction
10.1.1. Basis Point Share (BPS) Analysis by Country
10.1.2. Y-o-Y Growth Projections by Country
10.1.3. Europe Average Pricing Analysis
10.2. Europe Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Country
10.2.1. Germany
10.2.2. France
10.2.3. Italy
10.2.4. U.K.
10.2.5. Spain
10.2.6. Russia
10.2.7. Rest of Europe
10.3. Absolute $ Opportunity Assessment by Country
10.4. Europe Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Types
10.4.1. Accelerometers
10.4.2. Motion Sensors
10.4.3. Humidity Sensors
10.4.4. Inertial Sensors
10.4.5. Pressure Sensors
10.4.6. Optical Sensors
10.4.7. Ultrasonic Sensors
10.5. Basis Point Share (BPS) Analysis by Types
10.6. Y-o-Y Growth Projections by Types
10.7. Europe Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Applications
10.7.1. Consumer Electronics
10.7.2. Automotive
10.7.3. Industrial
10.7.4. Aerospace and Defense
10.7.5. Healthcare
10.7.6. Telecommunication
10.7.7. Others
10.8. Basis Point Share (BPS) Analysis by Applications
10.9. Y-o-Y Growth Projections by Applications
10.10. Market Attractiveness/Growth Potential Analysis
10.10.1. By Country
10.10.2. By Product Type
10.10.3. By Application
10.11. Europe Microelectromechanical System (MEMS) Sensor Demand Share Forecast, 2019-2026
11. Asia Pacific Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast
11.1. Introduction
11.1.1. Basis Point Share (BPS) Analysis by Country
11.1.2. Y-o-Y Growth Projections by Country
11.1.3. Asia Pacific Average Pricing Analysis
11.2. Asia Pacific Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Country
11.2.1. China
11.2.2. Japan
11.2.3. South Korea
11.2.4. India
11.2.5. Australia
11.2.6. Rest of Asia Pacific (APAC)
11.3. Absolute $ Opportunity Assessment by Country
11.4. Asia Pacific Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Types
11.4.1. Accelerometers
11.4.2. Motion Sensors
11.4.3. Humidity Sensors
11.4.4. Inertial Sensors
11.4.5. Pressure Sensors
11.4.6. Optical Sensors
11.4.7. Ultrasonic Sensors
11.5. Basis Point Share (BPS) Analysis by Types
11.6. Y-o-Y Growth Projections by Types
11.7. Asia Pacific Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Applications
11.7.1. Consumer Electronics
11.7.2. Automotive
11.7.3. Industrial
11.7.4. Aerospace and Defense
11.7.5. Healthcare
11.7.6. Telecommunication
11.7.7. Others
11.8. Basis Point Share (BPS) Analysis by Applications
11.9. Y-o-Y Growth Projections by Applications
11.10. Market Attractiveness/Growth Potential Analysis
11.10.1. By Country
11.10.2. By Product Type
11.10.3. By Application
11.11. Asia Pacific Microelectromechanical System (MEMS) Sensor Demand Share Forecast, 2019-2026
12. Middle East & Africa Microelectromechanical System (MEMS) Sensor Market Analysis and Forecast
12.1. Introduction
12.1.1. Basis Point Share (BPS) Analysis by Country
12.1.2. Y-o-Y Growth Projections by Country
12.1.3. Middle East & Africa Average Pricing Analysis
12.2. Middle East & Africa Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Country
12.2.1. Saudi Arabia
12.2.2. South Africa
12.2.3. UAE
12.2.4. Rest of Middle East & Africa (MEA)
12.3. Absolute $ Opportunity Assessment by Country
12.4. Middle East & Africa Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Types
12.4.1. Accelerometers
12.4.2. Motion Sensors
12.4.3. Humidity Sensors
12.4.4. Inertial Sensors
12.4.5. Pressure Sensors
12.4.6. Optical Sensors
12.4.7. Ultrasonic Sensors
12.5. Basis Point Share (BPS) Analysis by Types
12.6. Y-o-Y Growth Projections by Types
12.7. Middle East & Africa Microelectromechanical System (MEMS) Sensor Market Size and Volume Forecast by Applications
12.7.1. Consumer Electronics
12.7.2. Automotive
12.7.3. Industrial
12.7.4. Aerospace and Defense
12.7.5. Healthcare
12.7.6. Telecommunication
12.7.7. Others
12.8. Basis Point Share (BPS) Analysis by Applications
12.9. Y-o-Y Growth Projections by Applications
12.10. Market Attractiveness/Growth Potential Analysis
12.10.1. By Country
12.10.2. By Product Type
12.10.3. By Application
12.11. Middle East & Africa Microelectromechanical System (MEMS) Sensor Demand Share Forecast, 2019-2026
13. Competition Landscape
13.1. Global Microelectromechanical System (MEMS) Sensor Market: Market Share Analysis
13.2. Microelectromechanical System (MEMS) Sensor Distributors and Customers
13.3. Microelectromechanical System (MEMS) Sensor Market: Competitive Dashboard
13.4. Company Profiles (Details: Overview, Financials, Developments, Strategy)
13.4.1. Analog Devices, Inc
13.4.2. Bosch Limited
13.4.3. Brüel & Kjær
13.4.4. Broadcom
13.4.5. Honeywell International Inc
13.4.6. Knowles Electronics, LLC
13.4.7. NXP Semiconductors
13.4.8. Panasonic Corporation
13.4.9. STMicroelectronics
13.4.10. Texas Instruments Incorporated
13.4.11. TE Connectivity
Methodology
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