IoT


2023-08-08

An In-Depth Explanation of Advanced Packaging Technology: CoWoS

Over the past few decades, semiconductor manufacturing technology has evolved from the 10,000nm process in 1971 to the 3nm process in 2022, driven by the need to increase the number of transistors on chips for enhanced computational performance. However, as applications like artificial intelligence (AI) and AIGC rapidly advance, demand for higher core chip performance at the device level is growing.

While process technology improvements may encounter bottlenecks, the need for computing resources continues to rise. This underscores the importance of advanced packaging techniques to boost the number of transistors on chips.

In recent years, “advanced packaging” has gained significant attention. Think of “packaging” as a protective shell for electronic chips, safeguarding them from adverse environmental effects. Chip packaging involves fixation, enhanced heat dissipation, electrical connections, and signal interconnections with the outside world. The term “advanced packaging” primarily focuses on packaging techniques for chips with process nodes below 7nm.

Amid the AI boom, which has driven demand for AI servers and NVIDIA GPU graphics chips, CoWoS (Chip-on-Wafer-on-Substrate) packaging has faced a supply shortage.

But what exactly is CoWoS?

CoWoS is a 2.5D and 3D packaging technology, composed of “CoW” (Chip-on-Wafer) and “WoS” (Wafer-on-Substrate). CoWoS involves stacking chips and then packaging them onto a substrate, creating a 2.5D or 3D configuration. This approach reduces chip space, while also lowering power consumption and costs. The concept is illustrated in the diagram below, where logic chips and High-Bandwidth Memory (HBM) are interconnected on an interposer through tiny metal wires. “Through-Silicon Vias (TSV)” technology links the assembly to the substrate beneath, ultimately connecting to external circuits via solder balls.

The difference between 2.5D and 3D packaging lies in their stacking methods. 2.5D packaging involves horizontal chip stacking on an interposer or through silicon bridges, mainly for combining logic and high-bandwidth memory chips. 3D packaging vertically stacks chips, primarily targeting high-performance logic chips and System-on-Chip (SoC) designs.

When discussing advanced packaging, it’s worth noting that Taiwan Semiconductor Manufacturing Company (TSMC), rather than traditional packaging and testing facilities, is at the forefront. CoW, being a precise part of CoWoS, is predominantly produced by TSMC. This situation has paved the way for TSMC’s comprehensive service offerings, which maintain high yields in both fabrication and packaging processes. Such a setup ensures an unparalleled approach to serving high-end clients in the future.

 

Applications of CoWoS

The shift towards multiple small chips and memory stacking is becoming an inevitable trend for high-end chips. CoWoS packaging finds application in a wide range of fields, including High-Performance Computing (HPC), AI, data centers, 5G, Internet of Things (IoT), automotive electronics, and more. In various major trends, CoWoS packaging is set to play a vital role.

In the past, chip performance was primarily reliant on semiconductor process improvements. However, with devices approaching physical limits and chip miniaturization becoming increasingly challenging, maintaining small form factors and high chip performance has required improvements not only in advanced processes but also in chip architecture. This has led to a transition from single-layer chips to multi-layer stacking. As a result, advanced packaging has become a key driver in extending Moore’s Law and is leading the charge in the semiconductor industry.

(Photo credit: TSMC)

2022-07-20

Global Quantum Computing Market Estimated to Reach US$580 Million in 2022, China in Leading Position

According to TrendForce, the global quantum computing market was valued at US$470 million in 2021, an increase of 16.7% compared to 2020. This market is mainly led by China and the United States, driving global quantum computing and its technological progress, especially in upper-layer software. In terms of algorithmic speed, small-scale problems have been put to the test through experimentation. The market is expected to reach US$580 million in 2022, with an annual growth rate of approximately 18.8%, and current growth rate expanding every year until 2027.

According to TrendForce, as stated in the Chinese government’s plan for software and information technology services, its quantum technology policy will be further implemented from a national level to departments including national defense, industry, and technology and more targeted policies will be released through tiered departmental levels such as for AI, quantum information technology, biotechnology, semiconductors, and autonomous systems. To this end, the Chinese government is establishing relevant laboratories in Beijing, Shanghai, and Hefei to promote the rapid development of quantum technology and quantum computing cloud platforms.

When China launched its “Five-Year Plan” in 2006 to promote economic and industrial development, it also focused on the development of quantum science and technological breakthroughs, as well as the deeply integrated development and application of quantum computing in emerging technologies such as AI, edge computing, big data, IoT, and cloud such as advanced space quantum communication technology and quantum computing combined with AI/ML, IoT, and cloud, providing assistance to the Chinese Academy of Sciences’ quantum satellites, the University of Science and Technology of China’s quantum computer, and other quantum processors to achieve breakthroughs in technology and functional characteristics. Therefore, the cumulative investment in China’s quantum field is estimated to reach US$15 billion in 2022.

Main applications of China’s quantum computing market

Considering the immense size, extremely harsh operating environment, and high price of quantum computers, quantum computing applications are rapidly developing towards cloud platforms. Therefore, research on quantum computers primarily focus on four types of applications: simulation, optimization, cryptography, and machine learning. “Simulation” is most used in processes that occur in nature such as weather forecasting, mid- and long-term climate deductions, and polar climate change. It is also widely used in fluid mechanics, drug discovery, battery design, and high-frequency trading, derivatives, and options pricing in the financial industry.

“Optimization” is the use of quantum algorithms to determine the best solution among a set of feasible options and is mostly used for risk management in traffic arteries, logistics, self-driving navigation systems, and financial investment portfolios. “Machine learning” is used to identify patterns in data and statistics, enhance the training of machine learning algorithms, accelerate AI development, and introduced to self-driving cars and financial systems to prevent fraud and money laundering.

As enumerated above, the scope of quantum computing applications is gradually expanding, covering fields including supply chain, finance, transportation, logistics, pharmaceuticals, chemicals, automobiles, aviation, energy, and meteorology. Sectors such as pharmaceuticals, chemicals, and new materials use quantum operations to analogize molecular properties, directly analyze and obtain large molecular properties through a computerized digital format, shorten the time for theoretical verification, and thereby accelerating drug research and development and the development of new materials.

In the automotive field, in order to accelerate the promotion of electrification strategies, major carmakers have applied quantum computing to chemical analogies and are committed to developing batteries with better performance. In the aerospace field, quantum computing is used to solve some of the most difficult challenges facing the aviation industry, from basic materials, product research and development, machine learning optimization, to complex system optimization, and are even changing the way aircraft are made and fly.

(Image credit: Pixabay)

2022-01-26

Wi-Fi 6/6e Expected to Become Mainstream Technology with Close to 60% Market Share in 2022, Says TrendForce

Exponential demand growth for remote and unmanned terminals in smart home, logistics, manufacturing and other end-user applications has driven iterative updates in Wi-Fi technology. Among the current generations of technologies, Wi-Fi 5 (802.11ac) is mainstream while Wi-Fi 6 and 6E (802.11ax) are at promotional stages, according to TrendForce’s investigations. In order to meet the connection requirements of industry concepts such as the Metaverse, many major manufacturers have trained their focus on the faster and more stable next generation 802.11be Wi-Fi standard amendment, commonly known as Wi-Fi 7. Considering technical characteristics, maturity, and product certification status, Wi-Fi 6 and 6E are expected to surpass Wi-Fi 5 to become mainstream technology in 2022, with global market share expected to reach 58%.

TrendForce states, in common residential applications of Wi-Fi, Wi-Fi 6E supports 6GHz and expands bandwidth by at least 1200MHz, delivering higher efficiency, throughput, and security than Wi-Fi 6, and can optimize remote work, VR/AR, and other user experiences. Moreover, in terms of the vertical IoT sector with the highest output value, smart manufacturing still mostly employs Ethernet and 4G/5G mobile networks as the central communication technologies in current smart factories. However, as early as 2019, major British aerospace equipment manufacturer, Mettis Aerospace, and the Wireless Broadband Alliance (WBA) conducted phased testing of the practicality of Wi-Fi 6 in factories, and they believe that Wi-Fi 6 can be widely adopted for manufacturing.

Market not yet mature, practical application of Wi-Fi 7 must wait until the end of 2023 at the earliest

TrendForce believes that the introduction of Industry 4.0 technology tools will become more common and the degree of digitalization within companies will increase in the post-pandemic era, with 5G and Wi-Fi expected to bring complementary and synergistic effects to the manufacturing field. The primary reason for this is that 5G characteristics include wide connection, large bandwidth, and low latency. In addition, multi-access edge computing (MEC) and standalone (SA) network slicing can improve computing power and flexibility, all of which significantly upgrade smart manufacturing tools. Although the transmission range of Wi-Fi is small, it resists interference and enhances the physical penetration of wireless signals at smart manufacturing locations. Wi-Fi also reduces the cost of 5G distributed antennas and small base stations while extending communications range and improving equipment battery life.

Looking forward to next generation Wi-Fi 7, companies such as MediaTek, Qualcomm, and Broadcom, are already laying the groundwork for their forays into this standard. TrendForce believes, even though focus is currently shifting to Wi-Fi 7, scheduled application of Wi-Fi 7 is expected to fall between the end of 2023 and the beginning of 2024. Challenges remain in terms of overall development and issues such as equipment investment, spectrum usage, deployment cost, and terminal equipment penetration must all be overcome in order to demonstrate the technical benefits of Wi-Fi 7.

2021-11-29

Industrial Metaverse Expected to Propel Global Smart Manufacturing Revenue to US$540 Billion by 2025, Says TrendForce

In light of the metaverse’s ability to satisfy the demands of WFH, virtual reality, and simulations, the smart manufacturing industry will also likely capitalize on the rise of the metaverse and undergo an accelerated growth of related technologies, according to TrendForce’s latest investigations. Global smart manufacturing revenue is expected to increase at a 15.35% CAGR across the 2021-2025 period and surpass US$540 billion in 2025. This growth can primarily be attributed to several factors. First, industrial applications take place in closed environments, and companies that utilize such applications have generally made good progress in terms of digital transformation. Furthermore, by utilizing simulation technologies, companies are able to significantly cut down on their labor costs, project time, and wasted resources. Simulation technologies, if developed as an industry 4.0 application, also serve as the backbone of CPS (cyber-physical systems). TrendForce therefore expects the smart manufacturing industry to be perfectly positioned with innate advantages and motivations as one of the main enablers of the metaverse.

Regarding the diverse mainstream smart manufacturing tools, digital twins, which major adopters believe to be a significant application of industry 4.0, empower the simulation of the physical world through digital data, bridge the virtual world with the real world, and subsequently serve as a key technology shaping the metaverse during its infancy. In particular, Microsoft has included digital twins in its metaverse technology stack due to their ability to generate rich digital models. It should be pointed out that the vast majority of digital twins currently used for industrial applications deliver digital simulations for either a single product or a single production line primarily because the reliability of simulated models requires a database containing sufficient data from the modeled product itself. Some examples of digital twins in action include Boeing utilizing digital twins to build engines, Unilever using simulated production lines to cut down on waste production, and Siemens Energy and Ericsson respectively leveraging Nvidia’s Omniverse platform to operate power plants and perform predictive maintenance as well as simulating equipment allocations for 5G networks.

Digital twin technologies will progress towards wider deployments and deeper operations in response to the rise of the metaverse and to the growing complexity of digital simulation models used for constructing products. Hence, relevant digital twin technologies will also begin to emerge in the market. In terms of width of deployment, digital twins need to model more comprehensive and extensive virtual objects and spaces that form the operating environment in the metaverse in order to achieve better predictive accuracy. Relevant technologies include 5G, WiFi 6, cloud and edge computing, smart sensors, as well as more resilient communication environments/computing platforms, and more diverse sensors. In terms of depth of operation, developments in technologies used for industrial drones, cobots, and machine vision feature improved precision and operability that enable AI-based decisions made in the virtual space to be applicable to decision-making scenarios in the real, physical world.

On the whole, taking into account the rapid development of AR/VR and HMI technologies, as well as other factors including economic outcomes, feasibility of operation, and the overall industrial environment, TrendForce believes that the direction of metaverse-based digital twin application development for industrial purposes will focus on human resource training, remote diagnostics, energy monitoring, and predictive maintenance in the short and medium terms. For instance, Rockwell, Siemens, ABB, Advantech, Ennoconn, and Delta are some of the companies that have made good progress in this area. In the long term, on the other hand, individual companies will likely be able to construct virtual factories in the collaborative industrial metaverse and thereby connect their various factory locations or even engage in cross-industrial collaborations. With regards to long-term applications, then, companies that are competent in industry 4.0 development and possess various lighthouse factories and vast databases will likely to be pioneers in the industry; leading examples include Bosch, Schneider Electric, Haier, and Foxconn.

2021-09-16

TrendForce Announces 10 Tech Industry Trends for 2022

In this press release, TrendForce details 10 major trends that are expected to take place across various segments in the tech industry, as follows:

Micro/Mini LED display development will revolve around active matrix solutions

A substantial number of technical bottlenecks in Micro LED development will still persist in 2022. While Micro LED manufacturing costs are expected to remain sky-high due to these bottlenecks, companies have not shown decreased willingness to participate in all segments of the Micro LED supply chain. On the contrary, these companies are actively expanding their respective production lines. Regarding the development of self-emitting Micro LED display products, TVs represent one of the major directions of mainstream Micro LED development, primarily because TVs, compared to IT products, have a relatively low technological barrier of entry. In other words, Micro LED TVs are easier to develop than are other Micro LED display products. For instance, after releasing a 110-inch commercial passive matrix Micro LED display, Samsung will likely continue to develop 88-inch (and under) consumer-grade active matrix Micro LED TVs. This extension of Micro LED technology from the large-sized commercial display segment to the household-use segment by Samsung is in turn indicative of the overall expansion of the Micro LED market.

Regarding display products equipped with Mini LED backlights, brands have been raising the number of Mini LED chips used per panel in an attempt to boost the specs of their display products and pursue 1:1,000,000 high contrast ratios that are comparable to OLED displays. As a result, Mini LED backlight panels’ LED chip consumption is more than 10 times higher compared to traditional LED backlight panels, in addition to the fact that Mini LED backplane manufacturing requires SMT equipment with a higher degree of accuracy and production capacity. While Mini LED backlights are primarily based on passive matrix solutions, they will move towards active matrix solutions going forward, with a corresponding surge in Mini LED chip consumption. Hence, the performance and capacity of SMT equipment will also become one of the key criteria in brands’ selection of potential supply chain partners.

More advanced AMOLED technology and under-display cameras will usher in the next stage of smartphone revolution

As the supply of and production capacity for AMOLED panels continue to rise, AMOLED technology has also become increasingly mature. Leading suppliers are still attempting to tack on additional functions and improved specs to their AMOLED panels in order to not only raise said panels’ added values, but also maintain the competitive advantages of the suppliers themselves. The primary value added to AMOLED panels in 2022 will likely continue to be the ever-improving foldable designs, which will feature optimized weight reduction and power efficiency. Apart from mainstream foldable phones that can unfold to reach tablet-like sizes, clamshell-like designs such as flip-up and flip-down smartphone bodies will also emerge as a form factor that more closely resembles the smartphones currently in use. Furthermore, retail prices of foldable phones are expected to generally fall within the price bands of mainstream flagships, thereby generating sales growths for the upcoming foldable models. Other foldable designs, including form factors with even more folds or rollable form factors, are expected to enter production within the near future. TrendForce expects foldable phones to reach a penetration rate of more than 1% in 2022 and 4% in 2024. LTPO panels, on the other hand, are an effective solution to power consumption issues arising from the adoption of 5G technology and high refresh rate displays. Hence, LTPO panels will likely gradually become the mainstream display panel for flagship smartphones. After two years of development and adjustments, under-display camera modules will finally make their appearance in various brands’ flagship models and enable the creation of smartphones with true full-screen displays.

The foundry industry welcomes the arrival of 3nm process technology courtesy of TSMC’s FinFET and Samsung’s GAA technologies

As semiconductor manufacturing processes gradually approach physical limits, chip development must now turn to either “changes in transistor architecture” or “breakthroughs in back-end packaging technology or materials” in order to achieve faster performances, reduced power consumption, and smaller footprints. After incorporating EUV lithography at the 7nm node in 2018, the semiconductor industry will welcome yet another revolutionary process technology in 2022 – the 3nm node. More specifically, TSMC and Samsung are expected to announce their respective 3nm process technologies in 2H22. While the former will continue to adopt the FinFET architecture that it has been using since the 1Xnm node, Samsung will for the first time utilize its own implementation of GAAFET, called MBCFET (multi-bridge channel field-effect transistor) for its 3nm process technology.

In contrast with the FinFET architecture, in which the gate makes contact with the source/drain channel on three sides, the GAAFET architecture consists of a gate that surrounds the nanowire or nanosheet channel on four sides, thus increasing the surface area of contact. The GAAFET design significantly reduces leakage currents by giving the gate a greater degree of control over the channel. Regarding possible applications, the first batch of products mass produced at the 3nm node in 2H22 is expected to primarily be HPC and smartphone chips since these products place a relatively high demand on performance, power consumption, and chip compactness.

While DDR5 products gradually enter mass production, NAND Flash stacking technology will advance past 200 layers

The three dominant DRAM suppliers (Samsung, SK Hynix, and Micron) will not only gradually kick off mass production of next-gen DDR5 products, but also continue to increase the penetration rate of LPDDR5 in the smartphone market in response to demand for 5G smartphones. With memory speed in excess of 4800Mbps, DDR5 DRAM can massively improve computing performances via their fast speed and low power consumption. As Intel releases its new CPUs that support DDR5 memory, with Alder Lake for the PC segment, followed by Eagle Stream for the server segment, DDR5 is expected to account for about 10-15% of DRAM suppliers’ total bit output by the end of 2022. Regarding process technologies, Samsung and SK hynix will kick off mass production of 1 alpha nm products manufactured with EUV lithography. These products’ market shares will likely increase on a quarterly basis next year.

Turning to NAND Flash products, their stacking technologies have yet to reach a bottleneck. Hence, after 176L products entered mass production in 2021, suppliers will continue to migrate towards 200L and above in 2022, although these upcoming products’ chip densities will remain at 512Gb/1Tb. Regarding storage interfaces, the market share of PCIe Gen4 SSDs will likely skyrocket in the consumer PC segment next year. In the server segment, as Intel Eagle Stream CPUs, which support PCIe Gen 5, enter mass production, the enterprise SSD market will also see the release of products that support this interface. Compared to the previous generation, PCIe Gen 5 features double the data transfer rate at 32GT/s and an expanded storage capacity for mainstream products at 4/8TB in order to meet the HPC demand of servers and data centers. Additionally, the release of PCIe Gen 5 SSDs is expected to quickly raise the average data storage capacity per server unit.

Regarding the server market, flexible pricing schemes and diverse services offered by CSPs have directly propelled the cloud service demand of enterprises in the past two years. From the perspective of the server supply chain, the predominant business model has gradually transformed from traditional server brands to ODM Direct, meaning that traditional server brands will see fundamental, structural changes, such as providing colocation servers or full-service cloud migration support, in their business models. This shift also means that enterprise clients will come to rely on more flexible pricing schemes and diverse risk mitigation measures in response to an uncertain global environment. In particular, while the pandemic accelerated changes in work and everyday life in 2020, hyperscalers are expected to account for nearly 50% of total demand for servers in 2022. In addition, the growth in ODM Direct server shipment is expected to surpass 10% YoY as well.

Mobile network operators will undertake more trial projects for 5G SA network slicing and low-latency applications

Mobile network operators have been actively release 5G SA (standalone) networks as the core network powering various services around the world, in turn accelerating the build-out of base stations in major cities, diversifying their network services (via network slicing and edge computing), and delivering end-to-end networks with a high degree of quality assurance. Moving to 2022, applications that are at the intersection of 5G, massive IoT, and critical IoT will emerge in response to enterprise demand. These applications, including light switches, sensors, and thermostats used in smart factories, involve the combination of network endpoints and data transmission. In particular, critical IoT applications include smart grid automation, telemedicine, traffic safety, and industrial automation, whereas critical IoT use cases within the context of Industry 4.0 include asset tracking, predictive maintenance, FSM (field service management), and logistics optimization.

Now that the pandemic has forced enterprises to engage in digital transformation and brought changes to the general public’s lifestyles, the importance of 5G deployment has become increasingly apparent. Private 5G networks, openRAN, unlicensed spectrums, and mmWave developments have also generated a diverse ecosystem that ranges from traditional mobile network operators to other emerging service providers, including OTT media service providers, CSPs, social media, and online businesses. In the future, mobile network operators will likely actively expand their enterprise 5G applications. For instance, O2’s 5G-ENCODE project explores new business models in industrial 5G networks, while Vodafone is collaborating with the MFM (Midlands Future Mobility) consortium to test networks for autonomous vehicles.

Satellite operators will compete over the low-earth orbit satellite market, with 3GPP now supporting non-terrestrial networks

3GPP recently announced that Release 17 Protocol Coding Freeze will take place in 2022. Release 17 represents the first time 3GPP has incorporated NTN (non-terrestrial network) communications into its releases and therefore marks a significant milestone for both the mobile communications industry and the satellite communications industry. Prior to this, mobile communications and satellite communications had been two separate, independently developing industries. That is why companies working across the two industries in the upstream, midstream, and downstream supply were generally different as well. After 3GPP includes NTN in its upcoming release, the two industries are likely to generate more opportunities for collaboration and co-create brand new innovations. Regarding the deployment of LEO (low earth orbit) satellites, US-based SpaceX has applied to launch the highest number of satellites among all satellite operators. Other major operators include Amazon, UK-based OneWeb, Canada-based Telesat, etc. Region-wise, US operators account for more than 50% of all satellites launched. Not only do LEO satellites have the advantage of signal coverage that is unaffected by geographical features, such as mountainous regions, oceans, and deserts, but they are also able to synergize with the 5G network. The ability of LEO satellites, as part of the NTN, to enhance 5G communications makes them a crucial component in the 3GPP Release 17. TrendForce therefore forecasts an increase in global satellite revenue in 2022.

While smart factories are among the first to leverage digital twins, IoT technologies are expected to become the backbone of the metaverse

The new normal that emerged in the wake of the COVID-19 pandemic continues to propel demand for contactless devices and digital transformations. As part of this evolution, IoT development in 2022 will likely focus on CPS (cyber-physical systems), which combines 5G, edge computing, and AI technologies to extract and analyze valuable information from vast data streams for the purpose of smart automation and prediction. A current example of CPS applications is the digital twin, used for such verticals as smart manufacturing and smart cities; while CPS integration for the former facilitates design, testing, and manufacturing simulations, the latter make use of CPS to monitor significant assets and assist in policymaking. Now that industrial realities have become more complex, and the interplay between usage cases and equipment have increasingly demanded attention, digital twins will subsequently be deployed to a wider range of applications. Paired with 3D sensing, VR, and AR capabilities, IoT-based metaverse will likely emerge as a smart, complete, real-time, and safe mirror to the physical world, and the first application of IoT-based metaverse is expected to be smart factories. Ultimately, technological innovations in data collection (including visual, auditory, and environmental data via sensors), data analysis (via AI platform integration), and data integrity (via blockchains) will also emerge as a result of IoT development.

AR/VR equipment manufacturers aim to deliver fully immersive experiences via integration of additional sensors and AI processing

The COVID-19 pandemic has fundamentally changed the way people live and work. For enterprises, the pandemic not only accelerated their pace of digital transformation, but also increased their willingness to integrate emerging technologies into their existing operations. For instance, AR/VR adoption for applications such as virtual meetings, AR remote support, and virtual design has been on the rise recently. On the other hand, companies will likely focus on various remote interaction functionalities in virtual communities and online games as an important AR/VR market segment. TrendForce therefore believes that the AR/VR market will expand by a considerable margin in 2022 due to the falling retail prices of AR/VR hardware as well as the growing adoption of such hardware for various use cases. Furthermore, the market will also continue to pursue more realistic AR/VR effects, such as applications that feature more realistic images constructed by software tools or the creation of virtual responses from real-world data assisted by either AI processing or the integration of various sensors. For instance, eye-tracking functionalities will become an optional feature of consumer products released by Oculus and Sony. Apart from these examples, AR/VR solutions may even evolve to the point where they are able to provide partial haptic feedback to the user through controllers or other wearable devices in order to deepen user immersion.

A natural extension of autonomous driving technology, automated valet parking is set to resolve drivers’ pain points

As part of autonomous driving technology’s implementation aimed at improving everyday life, AVP (automated valet parking), an SAE level 4 driverless parking service, is expected to become an important optional function of high-end vehicles beginning in 2022. Relevant international standards are currently being drafted and are expected to facilitate the adoption of AVP going forward. However, since AVP systems differ according to vehicle specifications, they are subject to various restrictions related to driving conditions, including fixed/unfixed routes and private/public parking spaces, while parking lot conditions such as wireless network connectivity and the comprehensiveness of traffic markings can also affect the viability of AVP. The distance between people and the vehicle during AVP use, on the other hand, is governed by domestic laws. In view of automakers’ diverse technological roadmaps, AVP parking routes are generated by either local computing on the vehicle end or cloud computing, the latter of which requires sufficient network connectivity in order to function. The former is therefore expected to see usage in a wider variety of use cases. Alternatively, some vehicles may be equipped with both computing solutions. With other such factors as V2X and high-definition maps affecting the range of AVP applications, TrendForce expects an increasing number of different AVP solutions to be under development at the moment.

The third-generation semiconductor industry will move towards 8-inch wafers and new packaging technologies while expanding in production capacity

The gradual phasing out of ICE vehicles by various governments across the 2025-2050 period is set to both accelerate the pace of EV sales and increase the penetration rate of SiC and GaN devices/modules. Energy transition activities worldwide as well as the rapid growth of telecom applications such as 5G technology have also led to a persistent bull market for third-generation semiconductors, resulting in strong sales of SiC and Si substrates. However, as current efforts in substrate production and development are relatively limited, suppliers are able to ensure a steady yield of SiC and GaN substrates only by manufacturing them with 6-inch wafers. Such a limitation has, in turn, led to a long-term shortage in foundries’ and IDMs’ production capacities.

In response to this quandary, substrate suppliers, including Cree, II-VI, and Qromis, are now planning to not only expand their production capacities in 2022, but also migrate their SiC and GaN production to 8-inch wafers, in hopes that these plans will gradually alleviate the prevailing shortage in the third-generation semiconductor market. On the other hand, foundries such as TSMC and VIS are attempting to shift to 8-inch wafer fabrication for GaN on Si technology, while major IDM Infineon is releasing products based on the latest CoolSiC MOSFET, delivering trench designs that enable significant power efficiency for semiconductor devices. Finally, telecommunication component provider Qorvo has also released a new GaN MMIC copper flip chip packaging architecture for military applications.

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